Tomaso A. Poggio - Publications

Affiliations: 
Massachusetts Institute of Technology, Cambridge, MA, United States 
Area:
Computation
Website:
http://cbcl.mit.edu/people/poggio/poggio-new.htm

201 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Han Y, Roig G, Geiger G, Poggio T. Scale and translation-invariance for novel objects in human vision. Scientific Reports. 10: 1411. PMID 31996698 DOI: 10.1038/S41598-019-57261-6  0.413
2019 Han Y, Roig G, Geiger G, Poggio TA. Properties of invariant object recognition in human one-shot learning suggests a hierarchical architecture different from deep convolutional neural networks Journal of Vision. 19. DOI: 10.1167/19.10.28D  0.361
2019 Anselmi F, Evangelopoulos G, Rosasco L, Poggio TA. Symmetry-adapted representation learning Pattern Recognition. 86: 201-208. DOI: 10.1016/J.Patcog.2018.07.025  0.657
2018 Tacchetti A, Isik L, Poggio TA. Invariant Recognition Shapes Neural Representations of Visual Input. Annual Review of Vision Science. PMID 30052494 DOI: 10.1146/annurev-vision-091517-034103  0.828
2017 Tacchetti A, Isik L, Poggio T. Invariant recognition drives neural representations of action sequences. Plos Computational Biology. 13: e1005859. PMID 29253864 DOI: 10.1371/Journal.Pcbi.1005859  0.828
2017 Isik L, Tacchetti A, Poggio TA. A fast, invariant representation for human action in the visual system. Journal of Neurophysiology. jn.00642.2017. PMID 29118198 DOI: 10.1152/Jn.00642.2017  0.798
2017 Roig G, Chen F, Boix X, Poggio T. Eccentricity Dependent Deep Neural Networks for Modeling Human Vision Journal of Vision. 17: 808-808. DOI: 10.1167/17.10.808  0.78
2017 Han Y, Roig G, Geiger G, Poggio T. On the Human Visual System Invariance to Translation and Scale Journal of Vision. 17: 471-471. DOI: 10.1167/17.10.471  0.346
2017 Poggio TA, Mhaskar H, Rosasco L, Miranda B, Liao Q. Why and when can deep-but not shallow-networks avoid the curse of dimensionality: A review International Journal of Automation and Computing. 14: 503-519. DOI: 10.1007/S11633-017-1054-2  0.629
2016 Leibo JZ, Liao Q, Anselmi F, Freiwald WA, Poggio T. View-Tolerant Face Recognition and Hebbian Learning Imply Mirror-Symmetric Neural Tuning to Head Orientation. Current Biology : Cb. PMID 27916522 DOI: 10.1016/J.Cub.2016.10.015  0.776
2016 Tan C, Poggio T. Neural Tuning Size in a Model of Primate Visual Processing Accounts for Three Key Markers of Holistic Face Processing. Plos One. 11: e0150980. PMID 26985989 DOI: 10.1371/Journal.Pone.0150980  0.758
2016 Poggio TA, Meyers EM. Turing++ Questions: A Test for the Science of (Human) Intelligence Ai Magazine. 37: 73-77. DOI: 10.1609/Aimag.V37I1.2641  0.328
2016 Anselmi F, Rosasco L, Poggio TA. On invariance and selectivity in representation learning Information and Inference: a Journal of the Ima. 5: 134-158. DOI: 10.1093/Imaiai/Iaw009  0.663
2015 Leibo JZ, Liao Q, Anselmi F, Poggio T. The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex. Plos Computational Biology. 11: e1004390. PMID 26496457 DOI: 10.1371/Journal.Pcbi.1004390  0.766
2015 Tacchetti A, Isik L, Poggio T. Invariant representations for action recognition in the visual system Journal of Vision. 15: 558-558. DOI: 10.1167/15.12.558  0.818
2014 Isik L, Meyers EM, Leibo JZ, Poggio T. The dynamics of invariant object recognition in the human visual system. Journal of Neurophysiology. 111: 91-102. PMID 24089402 DOI: 10.1152/Jn.00394.2013  0.81
2014 Zhang C, Evangelopoulos G, Voinea S, Rosasco L, Poggio T. A deep representation for invariance and music classification Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 6984-6988. DOI: 10.1109/ICASSP.2014.6854954  0.62
2014 Anselmi F, Leibo JZ, Rosasco L, Mutch J, Tacchetti A, Poggio T. Unsupervised learning of invariant representations Theoretical Computer Science. DOI: 10.1016/J.Tcs.2015.06.048  0.813
2014 Voinea S, Zhang C, Evangelopoulos G, Rosasco L, Poggio T. Word-level invariant representations from acoustic waveforms Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech. 2385-2389.  0.588
2014 Zhang C, Voinea S, Evangelopoulos G, Rosasco L, Poggio T. Phone classification by a hierarchy of invariant representation layers Proceedings of the Annual Conference of the International Speech Communication Association, Interspeech. 2346-2350.  0.588
2014 Leibo JZ, Liao Q, Poggio T. Subtasks of unconstrained face recognition Visapp 2014 - Proceedings of the 9th International Conference On Computer Vision Theory and Applications. 2: 113-121.  0.687
2013 Poggio T, Ullman S. Vision: are models of object recognition catching up with the brain? Annals of the New York Academy of Sciences. 1305: 72-82. PMID 23773126 DOI: 10.1111/nyas.12148  0.702
2013 Poggio T, Serre T. Models of visual cortex Scholarpedia. 8: 3516. DOI: 10.4249/scholarpedia.3516  0.719
2013 Villa S, Rosasco L, Poggio T. On learnability, complexity and stability Empirical Inference: Festschrift in Honor of Vladimir N. Vapnik. 59-69. DOI: 10.1007/978-3-642-41136-6_7  0.551
2013 Tan C, Leibo JZ, Poggio T. Throwing down the visual intelligence gauntlet Studies in Computational Intelligence. 411: 1-15. DOI: 10.1007/978-3-642-28661-2-1  0.803
2013 Tan C, Singer JM, Serre T, Sheinberg D, Poggio TA. Neural representation of action sequences: How far can a simple snippet-matching model take us? Advances in Neural Information Processing Systems 0.784
2013 Liao Q, Leibo JZ, Poggio T. Learning invariant representations and applications to face verification Advances in Neural Information Processing Systems 0.712
2012 Isik L, Leibo JZ, Poggio T. Learning and disrupting invariance in visual recognition with a temporal association rule. Frontiers in Computational Neuroscience. 6: 37. PMID 22754523 DOI: 10.3389/Fncom.2012.00037  0.816
2012 Sinha P, Poggio T. Response from sinha and poggio. Trends in Cognitive Sciences. 1: 44. PMID 21223854 DOI: 10.1016/S1364-6613(99)80015-1  0.446
2012 Poggio T. The computational magic of the ventral stream Nature Precedings. 6: 1-1. DOI: 10.1038/Npre.2012.6117.3  0.416
2012 Jhuang H, Garrote E, Yu X, Khilnani V, Poggio T, Steele AD, Serre T. Erratum: Corrigendum: Automated home-cage behavioural phenotyping of mice Nature Communications. 3. DOI: 10.1038/Ncomms1399  0.631
2012 Ezzat T, Geiger G, Poggio T. A trainable videorealistic speech animation system Audiovisual Speech Processing. 271-308. DOI: 10.1017/CBO9780511843891.013  0.63
2012 Mroueh Y, Poggio T, Rosasco L, Slotine JJE. Multiclass learning with simplex coding Advances in Neural Information Processing Systems. 4: 2789-2797.  0.579
2012 Canas GD, Poggio T, Rosasco LA. Learning manifolds with k-means and k-flats Advances in Neural Information Processing Systems. 3: 2465-2473.  0.559
2011 Zhang Y, Meyers EM, Bichot NP, Serre T, Poggio TA, Desimone R. Object decoding with attention in inferior temporal cortex. Proceedings of the National Academy of Sciences of the United States of America. 108: 8850-5. PMID 21555594 DOI: 10.1073/pnas.1100999108  0.809
2011 Tan C, Serre T, Poggio T. How does the visual system create complex shape and motion features? Journal of Vision. 11: 888-888. DOI: 10.1167/11.11.888  0.802
2011 Jhuang H, Garrote E, Edelman N, Poggio T, Steele A, Serre T. Trainable, vision-based automated home cage behavioral phenotyping Acm International Conference Proceeding Series. DOI: 10.1145/1931344.1931377  0.618
2011 Chikkerur S, Serre T, Tan C, Poggio T. Attention as a Bayesian inference process Proceedings of Spie - the International Society For Optical Engineering. 7865. DOI: 10.1117/12.876734  0.809
2011 Kuehne H, Jhuang H, Garrote E, Poggio T, Serre T. HMDB: A large video database for human motion recognition Proceedings of the Ieee International Conference On Computer Vision. 2556-2563. DOI: 10.1109/ICCV.2011.6126543  0.639
2011 Poggio TA. The Computational Magic Of The Ventral Stream: Towards A Theory Nature Precedings. DOI: 10.1038/Npre.2011.6117.1  0.396
2011 Leibo JZ, Mutch J, Poggio T. Learning to discount transformations as the computational goal of visual cortex Nature Precedings. DOI: 10.1038/Npre.2011.6078.1  0.764
2011 Leibo JZ, Mutch J, Poggio T. How can cells in the anterior medial face patch be viewpoint invariant Nature Precedings. 6: 1-1. DOI: 10.1038/Npre.2011.5845.1  0.728
2011 Leibo JZ, Mutch J, Poggio T. Why the brain separates face recognition from object recognition Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 0.705
2010 Jhuang H, Garrote E, Mutch J, Yu X, Khilnani V, Poggio T, Steele AD, Serre T. Automated home-cage behavioural phenotyping of mice. Nature Communications. 1: 68. PMID 20842193 DOI: 10.1038/Ncomms1064  0.653
2010 Roy JE, Riesenhuber M, Poggio T, Miller EK. Prefrontal cortex activity during flexible categorization. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 30: 8519-28. PMID 20573899 DOI: 10.1523/Jneurosci.4837-09.2010  0.665
2010 Chikkerur S, Serre T, Tan C, Poggio T. What and where: a Bayesian inference theory of attention. Vision Research. 50: 2233-47. PMID 20493206 DOI: 10.1016/J.Visres.2010.05.013  0.813
2010 Poggio T, Girosi F. Regularization algorithms for learning that are equivalent to multilayer networks. Science (New York, N.Y.). 247: 978-82. PMID 17776454 DOI: 10.1126/Science.247.4945.978  0.309
2010 Serre T, Reddy L, Tsuchyia N, Poggio T, Fabre-Thorpe M, Koch C. Reading the mind's eye: Decoding object information during mental imagery from fMRI patterns Journal of Vision. 9: 782-782. DOI: 10.1167/9.8.782  0.753
2010 Tan C, Serre T, Chikkerur S, Poggio T. Feature-based and contextual guidance mechanisms in complex natural visual search Journal of Vision. 9: 1189-1189. DOI: 10.1167/9.8.1189  0.805
2010 Tan C, Serre T, Kreiman G, Poggio T. Implicit coding of location, scale and configural information in feedforward hierarchical models of the visual cortex Journal of Vision. 8: 43-43. DOI: 10.1167/8.6.43  0.796
2010 Masquelier T, Serre T, Thorpe S, Poggio T. Learning simple and complex cells-like receptive fields from natural images: a plausibility proof Journal of Vision. 7: 81-81. DOI: 10.1167/7.9.81  0.676
2010 Kreiman G, Serre T, Poggio T. On the limits of feed-forward processing in visual object recognition Journal of Vision. 7: 1041-1041. DOI: 10.1167/7.9.1041  0.825
2010 Serre T, Oliva A, Poggio T. Feedforward theories of visual cortex predict human performance in rapid categorization Journal of Vision. 6: 615-615. DOI: 10.1167/6.6.615  0.712
2010 Cadieu C, Kouh M, Riesenhuber M, Poggio T. Shape representation in V4: Investigating position-specific tuning for boundary conformation with the standard model of object recognition Journal of Vision. 5: 671-671. DOI: 10.1167/5.8.671  0.801
2010 Sigala R, Serre T, Poggio T, Giese MA. Learning mid-level motion features for the recognition of body movements Journal of Vision. 5: 26-26. DOI: 10.1167/5.8.26  0.753
2010 Tan C, Singer J, Serre T, Sheinberg D, Poggio T. How STS recognizes actions: Predicting single-neuron responses in higher visual cortex Journal of Vision. 10: 935-935. DOI: 10.1167/10.7.935  0.791
2010 Serre T, Poggio T. A neuromorphic approach to computer vision Communications of the Acm. 53: 54-61. DOI: 10.1145/1831407.1831425  0.686
2010 Smale S, Rosasco L, Bouvrie J, Caponnetto A, Poggio T. Mathematics of the neural response Foundations of Computational Mathematics. 10: 67-91. DOI: 10.1007/S10208-009-9049-1  0.728
2009 Yokono JJ, Poggio T. Object recognition using boosted oriented filter based local descriptors Ieej Transactions On Electronics, Information and Systems. 129: 806-811+5. DOI: 10.1541/ieejeiss.129.806  0.366
2009 Bouvrie J, Rosasco L, Poggio T. On invariance in hierarchical models Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 162-170.  0.583
2008 Meyers EM, Freedman DJ, Kreiman G, Miller EK, Poggio T. Dynamic population coding of category information in inferior temporal and prefrontal cortex. Journal of Neurophysiology. 100: 1407-19. PMID 18562555 DOI: 10.1152/jn.90248.2008  0.784
2008 Kouh M, Poggio T. A canonical neural circuit for cortical nonlinear operations. Neural Computation. 20: 1427-51. PMID 18254695 DOI: 10.1162/neco.2008.02-07-466  0.783
2008 Bouvrie J, Ezzat T, Poggio T. Localized spectro-temporal cepstral analysis of speech Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4733-4736. DOI: 10.1109/ICASSP.2008.4518714  0.634
2007 Zoccolan D, Kouh M, Poggio T, DiCarlo JJ. Trade-off between object selectivity and tolerance in monkey inferotemporal cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 12292-307. PMID 17989294 DOI: 10.1523/JNEUROSCI.1897-07.2007  0.799
2007 Serre T, Kreiman G, Kouh M, Cadieu C, Knoblich U, Poggio T. A quantitative theory of immediate visual recognition. Progress in Brain Research. 165: 33-56. PMID 17925239 DOI: 10.1016/S0079-6123(06)65004-8  0.806
2007 Cadieu C, Kouh M, Pasupathy A, Connor CE, Riesenhuber M, Poggio T. A model of V4 shape selectivity and invariance. Journal of Neurophysiology. 98: 1733-50. PMID 17596412 DOI: 10.1152/Jn.01265.2006  0.798
2007 Serre T, Oliva A, Poggio T. A feedforward architecture accounts for rapid categorization. Proceedings of the National Academy of Sciences of the United States of America. 104: 6424-9. PMID 17404214 DOI: 10.1073/pnas.0700622104  0.747
2007 Serre T, Wolf L, Bileschi S, Riesenhuber M, Poggio T. Robust object recognition with cortex-like mechanisms. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 411-26. PMID 17224612 DOI: 10.1109/Tpami.2007.56  0.811
2007 Jhuang H, Serre T, Wolf L, Poggio T. A biologically inspired system for action recognition Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408988  0.647
2007 Ezzat T, Bouvrie J, Poggio T. AM-FM demodulation of spectrograms using localized 2D max-gabor analysis Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 4: IV1061-IV1064. DOI: 10.1109/ICASSP.2007.367256  0.625
2007 Heisele B, Serre T, Poggio T. A component-based framework for face detection and identification International Journal of Computer Vision. 74: 167-181. DOI: 10.1007/s11263-006-0006-z  0.678
2007 Ezzat T, Bouvrie J, Poggio T. Spectro-temporal analysis of speech using 2-D gabor filters International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007. 4: 2308-2311.  0.633
2007 Knoblich U, Bouvrie J, Poggio T. Biophysical models of neural computation: Max and tuning circuits Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4845: 164-189.  0.728
2006 Kreiman G, Hung CP, Kraskov A, Quiroga RQ, Poggio T, DiCarlo JJ. Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex. Neuron. 49: 433-45. PMID 16446146 DOI: 10.1016/j.neuron.2005.12.019  0.79
2006 Freedman DJ, Riesenhuber M, Poggio T, Miller EK. Experience-dependent sharpening of visual shape selectivity in inferior temporal cortex. Cerebral Cortex (New York, N.Y. : 1991). 16: 1631-44. PMID 16400159 DOI: 10.1093/Cercor/Bhj100  0.783
2006 Mukherjee S, Niyogi P, Poggio T, Rifkin R. Learning theory: Stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization Advances in Computational Mathematics. 25: 161-193. DOI: 10.1007/s10444-004-7634-z  0.702
2006 Ezzat T, Bouvrie J, Poggio T. Max-gabor analysis and synthesis of spectrograms Interspeech 2006 and 9th International Conference On Spoken Language Processing, Interspeech 2006 - Icslp. 5: 2494-2497.  0.621
2005 Hung CP, Kreiman G, Poggio T, DiCarlo JJ. Fast readout of object identity from macaque inferior temporal cortex. Science (New York, N.Y.). 310: 863-6. PMID 16272124 DOI: 10.1126/science.1117593  0.802
2005 Yeo GW, Van Nostrand E, Holste D, Poggio T, Burge CB. Identification and analysis of alternative splicing events conserved in human and mouse. Proceedings of the National Academy of Sciences of the United States of America. 102: 2850-5. PMID 15708978 DOI: 10.1073/Pnas.0409742102  0.643
2005 Serre T, Poggio T. Standard model v2.0: How visual cortex might learn a universal dictionary of shape components Journal of Vision. 5: 742-742. DOI: 10.1167/5.8.742  0.723
2005 Walther D, Serre T, Poggio T, Koch C. Modeling feature sharing between object detection and top-down attention Journal of Vision. 5: 1041-1041. DOI: 10.1167/5.8.1041  0.82
2005 Rakhlin A, Mukherjee S, Poggio T. Stability Results In Learning Theory Analysis and Applications. 3: 397-417. DOI: 10.1142/S0219530505000650  0.703
2005 Serre T, Wolf L, Poggio T. Object recognition with features inspired by visual cortex Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: 994-1000. DOI: 10.1109/CVPR.2005.254  0.723
2005 Sigala R, Serre T, Poggio T, Giese M. Learning features of intermediate complexity for the recognition of biological motion Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3696: 241-246. DOI: 10.1007/11550822_39  0.729
2005 Poggio T, Smale S. The mathematics of learning: Dealing with data Proceedings of 2005 International Conference On Neural Networks and Brain Proceedings, Icnnb'05. 1: PL-5-PL-23.  0.436
2005 Ezzat T, Meyers E, Glass J, Poggio T. Morphing spectral envelopes using audio flow 9th European Conference On Speech Communication and Technology. 2545-2548.  0.623
2004 Poggio T, Bizzi E. Generalization in vision and motor control. Nature. 431: 768-74. PMID 15483597 DOI: 10.1038/nature03014  0.326
2004 Lampl I, Ferster D, Poggio T, Riesenhuber M. Intracellular measurements of spatial integration and the MAX operation in complex cells of the cat primary visual cortex. Journal of Neurophysiology. 92: 2704-13. PMID 15269230 DOI: 10.1152/Jn.00060.2004  0.666
2004 Poggio T, Rifkin R, Mukherjee S, Niyogi P. General conditions for predictivity in learning theory. Nature. 428: 419-22. PMID 15042089 DOI: 10.1038/nature02341  0.714
2004 Serre TR, Poggio T, Sinha P. Face detection by humans and machines Journal of Vision. 4: 438-438. DOI: 10.1167/4.8.438  0.545
2004 Ezzat T, Geiger G, Poggio T. Trainable videorealistic speech animation Proceedings - Sixth Ieee International Conference On Automatic Face and Gesture Recognition. 57-64. DOI: 10.1109/AFGR.2004.1301509  0.63
2003 Freedman DJ, Riesenhuber M, Poggio T, Miller EK. A comparison of primate prefrontal and inferior temporal cortices during visual categorization. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 23: 5235-46. PMID 12832548 DOI: 10.1523/Jneurosci.23-12-05235.2003  0.79
2003 Giese MA, Poggio T. Neural mechanisms for the recognition of biological movements. Nature Reviews. Neuroscience. 4: 179-92. PMID 12612631 DOI: 10.1038/Nrn1057  0.586
2003 Geiger G, Ezzat T, Poggio T. Explicit and implicit perceptual discrimination of videorealistic speech Journal of Vision. 3: 773a. DOI: 10.1167/3.9.773  0.686
2003 Rifkin R, Mukherjee S, Tamayo P, Ramaswamy S, Yeang CH, Angelo M, Reich M, Poggio T, Lander ES, Golub TR, Mesirov JP. An analytical method for multiclass molecular cancer classification Siam Review. 45: 706-723. DOI: 10.1137/S0036144502411986  0.559
2003 Blanz V, Basso C, Poggio T, Vetter T. Reanimating Faces in Images and Video Computer Graphics Forum. 22: 641-650. DOI: 10.1111/1467-8659.t01-1-00712  0.585
2003 Evgeniou T, Pontil M, Papageorgiou C, Poggio T. Image representations and feature selection for multimedia database search Ieee Transactions On Knowledge and Data Engineering. 15: 911-920. DOI: 10.1109/Tkde.2003.1209008  0.693
2003 Heisele B, Serre T, Prentice S, Poggio T. Hierarchical classification and feature reduction for fast face detection with support vector machines Pattern Recognition. 36: 2007-2017. DOI: 10.1016/S0031-3203(03)00062-1  0.674
2003 Nakajima C, Pontil M, Heisele B, Poggio T. Full-body person recognition system Pattern Recognition. 36: 1997-2006. DOI: 10.1016/S0031-3203(03)00061-X  0.324
2002 Yu AJ, Giese MA, Poggio TA. Biophysiologically plausible implementations of the maximum operation. Neural Computation. 14: 2857-81. PMID 12487795 DOI: 10.1162/089976602760805313  0.732
2002 Freedman DJ, Riesenhuber M, Poggio T, Miller EK. Visual categorization and the primate prefrontal cortex: neurophysiology and behavior. Journal of Neurophysiology. 88: 929-41. PMID 12163542 DOI: 10.1152/Jn.2002.88.2.929  0.785
2002 Riesenhuber M, Poggio T. Neural mechanisms of object recognition. Current Opinion in Neurobiology. 12: 162-8. PMID 12015232 DOI: 10.1016/S0959-4388(02)00304-5  0.702
2002 Sinha P, Poggio T. 'United' we stand. Perception. 31: 133. PMID 11922119 DOI: 10.1068/p3101no  0.495
2002 Heisele B, Verri A, Poggio T. Learning and vision machines Proceedings of the Ieee. 90: 1164-1176. DOI: 10.1109/JPROC.2002.801450  0.618
2002 Evgeniou T, Poggio T, Pontil M, Verri A. Regularization and statistical learning theory for data analysis Computational Statistics and Data Analysis. 38: 421-432. DOI: 10.1016/S0167-9473(01)00069-X  0.774
2002 Heisele B, Serre T, Pontil M, Vetter T, Poggio T. Categorization by learning and combining object parts Advances in Neural Information Processing Systems 0.67
2002 Knoblich U, Riesenhuber M, Freedman DJ, Miller EK, Poggio T. Visual Categorization: How the Monkey Brain Does It Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2525: 273-281.  0.793
2002 Serre T, Riesenhuber M, Louie J, Poggio T. On the role of object-specific features for real world object recognition in biological vision Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2525: 387-397.  0.786
2002 Walther D, Itti L, Riesenhuber M, Poggio T, Koch C. Attentional selection for object recognition A gentle way Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2525: 472-479.  0.793
2001 Ramaswamy S, Tamayo P, Rifkin R, Mukherjee S, Yeang CH, Angelo M, Ladd C, Reich M, Latulippe E, Mesirov JP, Poggio T, Gerald W, Loda M, Lander ES, Golub TR. Multiclass cancer diagnosis using tumor gene expression signatures. Proceedings of the National Academy of Sciences of the United States of America. 98: 15149-54. PMID 11742071 DOI: 10.1073/Pnas.211566398  0.545
2001 Freedman DJ, Riesenhuber M, Poggio T, Miller EK. Categorical representation of visual stimuli in the primate prefrontal cortex. Science (New York, N.Y.). 291: 312-6. PMID 11209083 DOI: 10.1126/Science.291.5502.312  0.787
2001 Mohan A, Papageorgiou C, Poggio T. Example-based object detection in images by components Ieee Transactions On Pattern Analysis and Machine Intelligence. 23: 349-361. DOI: 10.1109/34.917571  0.324
2001 Heisele B, Serre T, Mukherjee S, Poggio T. Feature reduction and hierarchy of classifiers for fast object detection in video images Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2: II18-II24.  0.667
2001 Heisele B, Serre T, Pontil M, Poggio T. Component-based face detection Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 1: I657-I662.  0.632
2000 Riesenhuber M, Poggio T. Models of object recognition. Nature Neuroscience. 3: 1199-204. PMID 11127838 DOI: 10.1038/81479  0.707
2000 Gieses MA, Poggio T. Quantification and classification of locomotion patterns by spatio-temporal morphable models Versus. 27-34. DOI: 10.1109/Vs.2000.856855  0.327
2000 Evgeniou T, Pontil M, Poggio TA. Regularization Networks and Support Vector Machines Advances in Computational Mathematics. 13: 1-50. DOI: 10.1023/A:1018946025316  0.662
2000 Ezzat T, Poggio T. Visual speech synthesis by morphing visemes International Journal of Computer Vision. 38: 45-57. DOI: 10.1023/A:1008166717597  0.725
2000 Papageorgiou C, Poggio T. A Trainable System for Object Detection International Journal of Computer Vision. 38: 15-33. DOI: 10.1023/A:1008162616689  0.379
2000 Poggio T, Verri A. Introduction: Learning and vision at CBCL International Journal of Computer Vision. 38: 5-7. DOI: 10.1023/A:1008127215780  0.655
2000 Giese MA, Poggio T. Morphable models for the analysis and synthesis of complex motion patterns International Journal of Computer Vision. 38: 59-73. DOI: 10.1023/A:1008118801668  0.533
2000 Evgeniou T, Pontil M, Poggio T. Statistical Learning Theory: A primer International Journal of Computer Vision. 38: 9-13. DOI: 10.1023/A:1008110632619  0.661
2000 Riesenhuber M, Poggio T. CBF: A new framework for object categorization in cortex Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1811: 1-10. DOI: 10.1007/3-540-45482-9_1  0.688
1999 Riesenhuber M, Poggio T. Are cortical models really bound by the "binding problem"? Neuron. 24: 87-93, 111-25. PMID 10677029 DOI: 10.1016/S0896-6273(00)80824-7  0.626
1999 Riesenhuber M, Poggio T. Hierarchical models of object recognition in cortex. Nature Neuroscience. 2: 1019-25. PMID 10526343 DOI: 10.1038/14819  0.721
1999 Koch C, Poggio T. Predicting the visual world: silence is golden. Nature Neuroscience. 2: 9-10. PMID 10195172 DOI: 10.1038/4511  0.621
1998 Niyogi P, Girosi F, Poggio T. Incorporating prior information in machine learning by creating virtual examples Proceedings of the Ieee. 86: 2196-2208. DOI: 10.1109/5.726787  0.555
1998 Sung K-, Poggio T. Example-based learning for view-based human face detection Ieee Transactions On Pattern Analysis and Machine Intelligence. 20: 39-51. DOI: 10.1109/34.655648  0.354
1997 Jones MJ, Sinha P, Vetter T, Poggio T. Top-down learning of low-level vision tasks. Current Biology : Cb. 7: 991-4. PMID 9382836 DOI: 10.1016/S0960-9822(06)00419-2  0.621
1997 Schölkopf B, Sung KK, Burges CJC, Girosi F, Niyogi P, Poggio T, Vapnik V. Comparing support vector machines with gaussian kernels to radial basis function classifiers Ieee Transactions On Signal Processing. 45: 2758-2765. DOI: 10.1109/78.650102  0.589
1997 Vetter T, Poggio T. Linear object classes and image synthesis from a single example image Ieee Transactions On Pattern Analysis and Machine Intelligence. 19: 733-742. DOI: 10.1109/34.598230  0.348
1997 Jones MJ, Poggio T. Multidimensional morphable models: a framework for representing and matching object classes International Journal of Computer Vision. 29: 107-131. DOI: 10.1023/A:1008074226832  0.338
1996 Sinha P, Poggio T. Role of learning in three-dimensional form perception. Nature. 384: 460-3. PMID 8945472 DOI: 10.1038/384460a0  0.629
1996 Sinha P, Poggio T. I think I know that face... Nature. 384: 404. PMID 8945457 DOI: 10.1038/384404a0  0.544
1996 Beymer D, Poggio T. Image representations for visual learning. Science (New York, N.Y.). 272: 1905-9. PMID 8658162 DOI: 10.1126/Science.272.5270.1905  0.354
1996 Poggio T, Beymer D. Learning to see Ieee Spectrum. 33: 60-69. DOI: 10.1109/6.490058  0.4
1995 Fahle M, Edelman S, Poggio T. Fast perceptual learning in hyperacuity. Vision Research. 35: 3003-13. PMID 8533337 DOI: 10.1016/0042-6989(95)00044-Z  0.673
1995 Vetter T, Hurlbert A, Poggio T. View-based models of 3D object recognition: invariance to imaging transformations. Cerebral Cortex (New York, N.Y. : 1991). 5: 261-9. PMID 7613081 DOI: 10.1093/cercor/5.3.261  0.748
1995 Logothetis NK, Pauls J, Poggio T. Shape representation in the inferior temporal cortex of monkeys. Current Biology : Cb. 5: 552-63. PMID 7583105 DOI: 10.1016/S0960-9822(95)00108-4  0.607
1994 Logothetis NK, Pauls J, Bülthoff HH, Poggio T. View-dependent object recognition by monkeys. Current Biology : Cb. 4: 401-14. PMID 7922354 DOI: 10.1016/S0960-9822(00)00089-0  0.58
1994 Vetter T, Poggio T, Bülthoff HH. The importance of symmetry and virtual views in three-dimensional object recognition. Current Biology : Cb. 4: 18-23. PMID 7922306 DOI: 10.1016/S0960-9822(00)00004-X  0.403
1994 Vetter T, Poggio T. Symmetric 3D objects are an easy case for 2D object recognition. Spatial Vision. 8: 443-53. PMID 7772550 DOI: 10.1163/156856894X00107  0.315
1993 Brunelli R, Poggio T. Face recognition: features versus templates Ieee Transactions On Pattern Analysis and Machine Intelligence. 15: 1042-1052. DOI: 10.1109/34.254061  0.332
1993 Brunelli R, Poggio T. Caricatural effects in automated face perception Biological Cybernetics. 69: 235-241. DOI: 10.1007/Bf00198964  0.315
1992 Poggio T, Fahle M, Edelman S. Fast perceptual learning in visual hyperacuity. Science (New York, N.Y.). 256: 1018-21. PMID 1589770 DOI: 10.1126/Science.1589770  0.689
1992 EDELMAN S, POGGIO T. BRINGING THE GRANDMOTHER BACK INTO THE PICTURE: A MEMORY-BASED VIEW OF OBJECT RECOGNITION International Journal of Pattern Recognition and Artificial Intelligence. 6: 37-61. DOI: 10.1142/S0218001492000035  0.515
1992 Poggio T, Edelman S, Fahle M. Learning of visual modules from examples: A framework for understanding adaptive visual performance Cvgip: Image Understanding. 56: 22-30. DOI: 10.1016/1049-9660(92)90082-E  0.683
1992 Poggio T, Stringa L. A project for an intelligent system: Vision and learning International Journal of Quantum Chemistry. 42: 727-739. DOI: 10.1002/QUA.560420413  0.305
1991 Edelman S, Poggio T. Models of object recognition. Current Opinion in Neurobiology. 1: 270-3. PMID 1821189 DOI: 10.1016/0959-4388(91)90089-P  0.582
1991 Weems CC, Brown C, Webb JA, Poggio T, Kender JR. Parallel Processing in the DARPA Strategic Computing Vision Program Ieee Expert-Intelligent Systems and Their Applications. 6: 23-38. DOI: 10.1109/64.97789  0.302
1990 Poggio T, Edelman S. A network that learns to recognize three-dimensional objects. Nature. 343: 263-6. PMID 2300170 DOI: 10.1038/343263a0  0.56
1990 Poggio T. A theory of how the brain might work. Cold Spring Harbor Symposia On Quantitative Biology. 55: 899-910. PMID 2132866 DOI: 10.1101/Sqb.1990.055.01.084  0.335
1989 Edelman S, Poggio T. Integrating visual cues for object segmentation and recognition Optics News. 15: 8. DOI: 10.1364/On.15.5.000008  0.558
1989 Hurlbert AC, Poggio TA. Learning lightness algorithms Proceedings of Spie - the International Society For Optical Engineering. 1002: 242-249. DOI: 10.1117/12.960280  0.668
1989 Verri A, Poggio T. Motion field and optical flow: qualitative properties Ieee Transactions On Pattern Analysis and Machine Intelligence. 11: 490-498. DOI: 10.1109/34.24781  0.63
1988 Voorhees H, Poggio T. Computing texture boundaries from images. Nature. 333: 364-7. PMID 3374570 DOI: 10.1038/333364a0  0.3
1988 Hurlbert AC, Poggio TA. Synthesizing a color algorithm from examples. Science (New York, N.Y.). 239: 482-5. PMID 3340834 DOI: 10.1126/Science.3340834  0.687
1988 Poggio T, Gamble EB, Little JJ. Parallel integration of vision modules. Science (New York, N.Y.). 242: 436-40. PMID 3175666 DOI: 10.1126/Science.3175666  0.381
1987 Poggio T, Koch C. Synapses that compute motion. Scientific American. 256: 46-52. PMID 3589641 DOI: 10.1038/SCIENTIFICAMERICAN0587-46  0.587
1986 Torre V, Poggio TA. On edge detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. 8: 147-63. PMID 21869334 DOI: 10.1109/TPAMI.1986.4767769  0.637
1986 Hurlbert A, Poggio T. Visual information: Do computers need attention? Nature. 321: 651-652. DOI: 10.1038/321651a0  0.725
1986 Koch C, Poggio T, Torre V. Computations in the vertebrate retina: gain enhancement, differentiation and motion discrimination Trends in Neurosciences. 9: 204-211. DOI: 10.1016/0166-2236(86)90060-3  0.769
1985 Koch C, Poggio T. The biophysical properties of spines as a basis for their electrical function: a comment on Kawato & Tsukahara (1983). Journal of Theoretical Biology. 113: 225-9. PMID 3999776 DOI: 10.1016/S0022-5193(85)80225-3  0.56
1985 Koch C, Poggio T. A simple algorithm for solving the cable equation in dendritic trees of arbitrary geometry. Journal of Neuroscience Methods. 12: 303-15. PMID 3838780 DOI: 10.1016/0165-0270(85)90015-9  0.556
1985 Poggio T, Torre V, Koch C. Computational vision and regularization theory. Nature. 317: 314-9. PMID 2413361 DOI: 10.1038/317314A0  0.75
1985 Poggio T, Koch C. Ill-Posed Problems in Early Vision: From Computational Theory to Analogue Networks Proceedings of the Royal Society B: Biological Sciences. 226: 303-323. DOI: 10.1098/Rspb.1985.0097  0.62
1985 Poggio T, Koch C. Ill-posed problems in early vision: from computational theory to analogue networks Proceedings of the Royal Society a: Mathematical, Physical and Engineering Sciences. 402: 401-401. DOI: 10.1098/Rspa.1985.0124  0.62
1985 Poggio T. Early vision: from computational structure to algorithms and parallel hardware Graphical Models \/Graphical Models and Image Processing \/Computer Vision, Graphics, and Image Processing. 31: 139-155. DOI: 10.1016/S0734-189X(85)80003-7  0.345
1985 Hurlbert A, Poggio T. Spotlight on attention Trends in Neurosciences. 8: 309-311. DOI: 10.1016/0166-2236(85)90110-9  0.704
1984 Poggio GF, Poggio T. The analysis of stereopsis. Annual Review of Neuroscience. 7: 379-412. PMID 6370081 DOI: 10.1146/annurev.ne.07.030184.002115  0.409
1983 Koch C, Poggio T, Torre V. Nonlinear interactions in a dendritic tree: localization, timing, and role in information processing. Proceedings of the National Academy of Sciences of the United States of America. 80: 2799-802. PMID 6573680 DOI: 10.1073/pnas.80.9.2799  0.728
1983 Koch C, Poggio T. A theoretical analysis of electrical properties of spines. Proceedings of the Royal Society of London. Series B, Biological Sciences. 218: 455-77. PMID 6136978 DOI: 10.1098/rspb.1983.0051  0.566
1983 Koch C, Poggio T. Electrical properties of dendritic spines Trends in Neurosciences. 6: 80-83. DOI: 10.1016/0166-2236(83)90043-7  0.549
1983 Reichardt W, Poggio T, Hausen K. Figure-ground discrimination by relative movement in the visual system of the fly - Part II: Towards the neural circuitry Biological Cybernetics. 46: 1-30. DOI: 10.1007/BF00595226  0.657
1982 Nishihara HK, Poggio T. Hidden cues in random-line stereograms. Nature. 300: 347-9. PMID 7144888 DOI: 10.1038/300347A0  0.367
1982 Koch C, Poggio T, Torre V. Retinal ganglion cells: a functional interpretation of dendritic morphology. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 298: 227-63. PMID 6127730 DOI: 10.1098/rstb.1982.0084  0.728
1981 Fahle M, Poggio T. Visual hyperacuity:spatiotemporal interpolation in human vision. Proceedings of the Royal Society of London. Series B, Biological Sciences. 213: 451-77. PMID 6119691 DOI: 10.1098/Rspb.1981.0075  0.562
1981 Poggio T. Marr's computational approach to vision Trends in Neurosciences. 4: 258-262. DOI: 10.1016/0166-2236(81)90081-3  0.316
1981 Poggio T, Reichardt W, Hausen K. A neuronal circuitry for relative movement discrimination by the visual system of the fly Naturwissenschaften. 68: 443-446. DOI: 10.1007/BF01047513  0.67
1981 Poggio T, Reichardt W. Visual fixation and tracking by flies: Mathematical properties of simple control systems Biological Cybernetics. 40: 101-112. DOI: 10.1007/BF00344289  0.594
1980 Poggio T, Reichardt W. On the respresentation of multi-input systems: computational properties of polynomial algorithms. Biological Cybernetics. 37: 167-86. PMID 7417600 DOI: 10.1007/BF00355455  0.625
1980 Marr D, Poggio T, Hildreth E. Smallest channel in early human vision. Journal of the Optical Society of America. 70: 868-70. PMID 7400874 DOI: 10.1364/Josa.70.000868  0.52
1980 Buelthoff H, Poggio T, Wehrhahn C. 3-D Analysis of the flight trajectories of flies (drosophila melanogaster) Zeitschrift Fur Naturforschung - Section C Journal of Biosciences. 35: 811-815. DOI: 10.1515/znc-1980-9-1024  0.758
1979 Marr D, Ullman S, Poggio T. Bandpass channels, zero-crossings, and early visual information processing. Journal of the Optical Society of America. 69: 914-6. PMID 490228 DOI: 10.1364/Josa.69.000914  0.704
1979 Marr D, Poggio T. A computational theory of human stereo vision. Proceedings of the Royal Society of London. Series B, Biological Sciences. 204: 301-28. PMID 37518 DOI: 10.1016/B978-1-4832-1446-7.50046-7  0.546
1979 Reichardt W, Poggio T. Figure-ground discrimination by relative movement in the visual system of the fly - Part I: Experimental results Biological Cybernetics. 35: 81-100. DOI: 10.1007/BF00337434  0.647
1978 Marr D, Palm G, Poggio T. Analysis of a cooperative stereo algorithm. Biological Cybernetics. 28: 223-39. PMID 630015 DOI: 10.1007/BF00344269  0.498
1978 Torre V, Poggio T. A Synaptic Mechanism Possibly Underlying Directional Selectivity to Motion Proceedings of the Royal Society B: Biological Sciences. 202: 409-416. DOI: 10.1098/Rspb.1978.0075  0.632
1977 Poggio T, Torre V. A Volterra representation for some neuron models. Biological Cybernetics. 27: 113-24. PMID 911928 DOI: 10.1007/Bf00337263  0.65
1977 Palm G, Poggio T. The Volterra Representation and the Wiener Expansion: Validity and Pitfalls Siam Journal On Applied Mathematics. 33: 195-216. DOI: 10.1137/0133012  0.305
1976 Marr D, Poggio T. Cooperative computation of stereo disparity. Science (New York, N.Y.). 194: 283-7. PMID 968482 DOI: 10.1126/Science.968482  0.556
1976 Poggio T, Reichardt W. Nonlinear interactions underlying visual orientation behavior of the fly. Cold Spring Harbor Symposia On Quantitative Biology. 40: 635-45. PMID 820510 DOI: 10.1101/Sqb.1976.040.01.059  0.639
1976 Poggio T, Reichardt W. Visual control of orientation behaviour in the fly. Part II. Towards the underlying neural interactions. Quarterly Reviews of Biophysics. 9: 377-438. PMID 790442 DOI: 10.1017/S0033583500002535  0.681
1976 Reichardt W, Poggio T. Visual control of orientation behaviour in the fly. Part I. A quantitative analysis. Quarterly Reviews of Biophysics. 9: 311-75, 428-38. PMID 790441 DOI: 10.1017/S0033583500002523  0.677
1976 Heimburger L, Poggio T, Reichardt W. A special class of nonlinear interactions in the visual system of the fly Biological Cybernetics. 21: 103-105. DOI: 10.1007/BF01259392  0.655
1975 Geiger G, Poggio T. The orientation of flies towards visual patterns: on the search for the underlying functional interactions. Biological Cybernetics. 19: 39-54. PMID 1191718 DOI: 10.1007/Bf00319779  0.332
1975 Reichardt W, Poggio T. A theory of the pattern induced flight orientation of the fly Musca domestica II. Biological Cybernetics. 18: 69-80. PMID 1138981 DOI: 10.1007/BF00337127  0.632
1973 Poggio T, Reichardt W. A theory of the pattern induced flight orientation of the fly Musca domestica. Kybernetik. 12: 185-203. PMID 4718020 DOI: 10.1007/BF00270572  0.556
1973 Poggio T, Reichardt W. Considerations on models of movement detection. Kybernetik. 13: 223-7. PMID 4359479 DOI: 10.1007/BF00274887  0.628
1973 Borsellino A, Poggio T. Convolution and correlation algebras Kybernetik. 13: 113-122. DOI: 10.1007/BF00288790  0.644
1972 Borsellino A, Poggio T. Holographic aspects of temporal memory and optomotor responses Kybernetik. 10: 58-60. PMID 4338085 DOI: 10.1007/BF00288785  0.656
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