| Year |
Citation |
Score |
| 2020 |
Bau D, Zhu JY, Strobelt H, Lapedriza A, Zhou B, Torralba A. Understanding the role of individual units in a deep neural network. Proceedings of the National Academy of Sciences of the United States of America. PMID 32873639 DOI: 10.1073/Pnas.1907375117 |
0.437 |
|
| 2019 |
Marin J, Biswas A, Ofli F, Hynes N, Salvador A, Aytar Y, Weber I, Torralba A. Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31295105 DOI: 10.1109/Tpami.2019.2927476 |
0.416 |
|
| 2019 |
Sundaram S, Kellnhofer P, Li Y, Zhu JY, Torralba A, Matusik W. Learning the signatures of the human grasp using a scalable tactile glove. Nature. 569: 698-702. PMID 31142856 DOI: 10.1038/S41586-019-1234-Z |
0.373 |
|
| 2019 |
Bau D, Strobelt H, Peebles W, Wulff J, Zhou B, Zhu J, Torralba A. Semantic photo manipulation with a generative image prior Acm Transactions On Graphics. 38: 1-11. DOI: 10.1145/3306346.3323023 |
0.455 |
|
| 2019 |
Harwath D, Recasens A, Surís D, Chuang G, Torralba A, Glass J. Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input International Journal of Computer Vision. 128: 620-641. DOI: 10.1007/S11263-019-01205-0 |
0.472 |
|
| 2019 |
Zhou B, Zhao H, Puig X, Xiao T, Fidler S, Barriuso A, Torralba A. Semantic Understanding of Scenes Through the ADE20K Dataset International Journal of Computer Vision. 127: 302-321. DOI: 10.1007/S11263-018-1140-0 |
0.522 |
|
| 2018 |
Zhou B, Bau D, Oliva A, Torralba A. Interpreting Deep Visual Representations via Network Dissection. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30040625 DOI: 10.1109/Tpami.2018.2858759 |
0.406 |
|
| 2018 |
Bylinskii Z, Judd T, Oliva A, Torralba A, Durand F. What do different evaluation metrics tell us about saliency models? Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29993800 DOI: 10.1109/Tpami.2018.2815601 |
0.369 |
|
| 2018 |
Xu F, Shulkind G, Thrampoulidis C, Shapiro JH, Torralba A, Wong FNC, Wornell GW. Revealing hidden scenes by photon-efficient occlusion-based opportunistic active imaging. Optics Express. 26: 9945-9962. PMID 29715940 DOI: 10.1364/Oe.26.009945 |
0.403 |
|
| 2018 |
Zhou B, Bau D, Oliva A, Torralba A. Interpreting Visual Representations of Neural Networks via Network Dissection Journal of Vision. 18: 1244. DOI: 10.1167/18.10.1244 |
0.331 |
|
| 2018 |
Thrampoulidis C, Shulkind G, Xu F, Freeman WT, Shapiro JH, Torralba A, Wong FNC, Wornell GW. Exploiting Occlusion in Non-Line-of-Sight Active Imaging Ieee Transactions On Computational Imaging. 4: 419-431. DOI: 10.1109/Tci.2018.2829599 |
0.379 |
|
| 2018 |
Owens A, Wu J, McDermott JH, Freeman WT, Torralba A. Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning International Journal of Computer Vision. 126: 1120-1137. DOI: 10.1007/S11263-018-1083-5 |
0.41 |
|
| 2018 |
Wu J, Xue T, Lim JJ, Tian Y, Tenenbaum JB, Torralba A, Freeman WT. 3D Interpreter Networks for Viewer-Centered Wireframe Modeling International Journal of Computer Vision. 126: 1009-1026. DOI: 10.1007/S11263-018-1074-6 |
0.348 |
|
| 2017 |
Aytar Y, Castrejon L, Vondrick C, Pirsiavash H, Torralba A. Cross-Modal Scene Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28922114 DOI: 10.1109/Tpami.2017.2753232 |
0.714 |
|
| 2017 |
Zhou B, Lapedriza A, Khosla A, Oliva A, Torralba A. Places: A 10 million Image Database for Scene Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28692961 DOI: 10.1109/Tpami.2017.2723009 |
0.517 |
|
| 2017 |
Zhou B, Lapedriza A, Torralba A, Oliva A. Places: An Image Database for Deep Scene Understanding Journal of Vision. 17: 296. DOI: 10.1167/17.10.296 |
0.431 |
|
| 2016 |
Cichy RM, Khosla A, Pantazis D, Torralba A, Oliva A. Comparison of deep neural networks to spatio-temporal cortical dynamics of human visual object recognition reveals hierarchical correspondence. Scientific Reports. 6: 27755. PMID 27282108 DOI: 10.1038/Srep27755 |
0.423 |
|
| 2016 |
Martin Cichy R, Khosla A, Pantazis D, Torralba A, Oliva A. Deep Neural Networks explain spatio-temporal dynamics of visual scene and object processing Journal of Vision. 16: 371. DOI: 10.1167/16.12.371 |
0.399 |
|
| 2016 |
Khosla A, Raju AS, Torralba A, Oliva A. Understanding and predicting image memorability at a large scale Proceedings of the Ieee International Conference On Computer Vision. 11: 2390-2398. DOI: 10.1109/ICCV.2015.275 |
0.398 |
|
| 2016 |
Efros A, Torralba A. Guest Editorial: Big Data International Journal of Computer Vision. 119: 1-2. DOI: 10.1007/S11263-016-0914-5 |
0.367 |
|
| 2016 |
Vondrick C, Khosla A, Pirsiavash H, Malisiewicz T, Torralba A. Visualizing Object Detection Features International Journal of Computer Vision. 119: 145-158. DOI: 10.1007/S11263-016-0884-7 |
0.722 |
|
| 2016 |
Owens A, Wu J, McDermott JH, Freeman WT, Torralba A. Ambient sound provides supervision for visual learning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9905: 801-816. DOI: 10.1007/978-3-319-46448-0_48 |
0.317 |
|
| 2015 |
Cichy R, Khosla A, Pantazis D, Torralba A, Oliva A. Mapping human visual representations in space and time by neural networks. Journal of Vision. 15: 376. PMID 26326064 DOI: 10.1167/15.12.376 |
0.412 |
|
| 2015 |
Bylinskii Z, Isola P, Torralba A, Oliva A. Quantifying Context Effects on Image Memorability. Journal of Vision. 15: 82. PMID 26325770 DOI: 10.1167/15.12.82 |
0.425 |
|
| 2015 |
Bylinskii Z, Isola P, Bainbridge C, Torralba A, Oliva A. Intrinsic and extrinsic effects on image memorability. Vision Research. PMID 25796976 DOI: 10.1016/J.Visres.2015.03.005 |
0.404 |
|
| 2014 |
Isola P, Jianxiong Xiao, Parikh D, Torralba A, Oliva A. What Makes a Photograph Memorable? Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1469-82. PMID 26353315 DOI: 10.1109/Tpami.2013.200 |
0.458 |
|
| 2014 |
Khosla A, An B, Lim JJ, Torralba A. Looking beyond the visible scene Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 3710-3717. DOI: 10.1109/CVPR.2014.474 |
0.35 |
|
| 2014 |
Xiao J, Ehinger KA, Hays J, Torralba A, Oliva A. SUN Database: Exploring a Large Collection of Scene Categories International Journal of Computer Vision. 119: 3-22. DOI: 10.1007/S11263-014-0748-Y |
0.484 |
|
| 2014 |
Torralba A, Freeman WT. Accidental Pinhole and Pinspeck Cameras: Revealing the Scene Outside the Picture International Journal of Computer Vision. 110: 92-112. DOI: 10.1007/S11263-014-0697-5 |
0.415 |
|
| 2014 |
Pirsiavash H, Vondrick C, Torralba A. Assessing the quality of actions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8694: 556-571. DOI: 10.1007/978-3-319-10599-4_36 |
0.682 |
|
| 2014 |
Lim JJ, Khosla A, Torralba A. FPM: Fine pose parts-based model with 3D CAD models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8694: 478-493. DOI: 10.1007/978-3-319-10599-4_31 |
0.345 |
|
| 2013 |
Isola P, Xiao J, Parikh D, Torralba A, Oliva A. What Makes a Photograph Memorable? Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 24127520 |
0.358 |
|
| 2013 |
Xiao J, Hays J, Russell BC, Patterson G, Ehinger KA, Torralba A, Oliva A. Basic level scene understanding: categories, attributes and structures. Frontiers in Psychology. 4: 506. PMID 24009590 DOI: 10.3389/Fpsyg.2013.00506 |
0.509 |
|
| 2013 |
Salakhutdinov R, Tenenbaum JB, Torralba A. Learning with hierarchical-deep models. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 1958-71. PMID 23787346 DOI: 10.1109/Tpami.2012.269 |
0.332 |
|
| 2013 |
Torralba A, T. Freeman W. Accidental Cameras. Revealing the scene outside the picture. Journal of Vision. 13: 1159-1159. DOI: 10.1167/13.9.1159 |
0.413 |
|
| 2013 |
Lim JJ, Pirsiavash H, Torralba A. Parsing IKEA objects: Fine pose estimation Proceedings of the Ieee International Conference On Computer Vision. 2992-2999. DOI: 10.1109/ICCV.2013.372 |
0.717 |
|
| 2013 |
Torrent A, Lladó X, Freixenet J, Torralba A. A boosting approach for the simultaneous detection and segmentation of generic objects Pattern Recognition Letters. 34: 1490-1498. DOI: 10.1016/J.Patrec.2013.05.026 |
0.41 |
|
| 2012 |
Choi MJ, Torralba A, Willsky AS. A tree-based context model for object recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 240-52. PMID 21670482 DOI: 10.1109/Tpami.2011.119 |
0.511 |
|
| 2012 |
Khosla A, Xiao J, Isola P, Torralba A, Oliva A. Image memorability and visual inception Siggraph Asia 2012 Technical Briefs, Sa 2012. DOI: 10.1145/2407746.2407781 |
0.317 |
|
| 2012 |
Xiao J, Ehinger KA, Oliva A, Torralba A. Recognizing scene viewpoint using panoramic place representation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2695-2702. DOI: 10.1109/CVPR.2012.6247991 |
0.321 |
|
| 2012 |
Choi MJ, Torralba A, Willsky AS. Context models and out-of-context objects Pattern Recognition Letters. 33: 853-862. DOI: 10.1016/J.Patrec.2011.12.004 |
0.458 |
|
| 2011 |
Liu C, Yuen J, Torralba A. Nonparametric Scene Parsing via Label Transfer. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 2368-82. PMID 21709305 DOI: 10.1109/Tpami.2011.131 |
0.509 |
|
| 2011 |
Nandakumar C, Torralba A, Malik J. How little do we need for 3-D shape perception? Perception. 40: 257-71. PMID 21692418 DOI: 10.1068/P6762 |
0.39 |
|
| 2011 |
Judd T, Durand F, Torralba A. Fixations on low-resolution images. Journal of Vision. 11: 1-20. PMID 21518823 DOI: 10.1167/11.4.14 |
0.4 |
|
| 2011 |
Palmer EM, Horowitz TS, Torralba A, Wolfe JM. What are the shapes of response time distributions in visual search? Journal of Experimental Psychology. Human Perception and Performance. 37: 58-71. PMID 21090905 DOI: 10.1037/A0020747 |
0.321 |
|
| 2011 |
Liu C, Yuen J, Torralba A. SIFT flow: dense correspondence across scenes and its applications. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 978-94. PMID 20714019 DOI: 10.1109/Tpami.2010.147 |
0.475 |
|
| 2011 |
Isola P, Parikh D, Torralba A, Oliva A. Understanding the intrinsic memorability of images Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011. DOI: 10.1167/12.9.1082 |
0.383 |
|
| 2011 |
Isola P, Xiao J, Torralba A, Oliva A. What makes an image memorable? Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 145-152. DOI: 10.1167/11.11.1282 |
0.369 |
|
| 2011 |
Kaneva B, Torralba A, Freeman WT. Evaluation of image features using a photorealistic virtual world Proceedings of the Ieee International Conference On Computer Vision. 2282-2289. DOI: 10.1109/ICCV.2011.6126508 |
0.309 |
|
| 2010 |
Nandakumar C, Torralba A, Malik J. Interaction of contour, shading and texture in natural images Journal of Vision. 9: 59-59. DOI: 10.1167/9.8.59 |
0.37 |
|
| 2010 |
Ehinger K, Hidalgo-Sotelo B, Torralba A, Oliva A. Modeling visual search in a thousand scenes: The roles of saliency, target features, and scene context Journal of Vision. 9: 1199-1199. DOI: 10.1167/9.8.1199 |
0.407 |
|
| 2010 |
Wolfe J, Alvarez G, Rosenholtz R, Oliva A, Torralba A, Kuzmova Y, Uhlenhuth M. Search for arbitrary objects in natural scenes is remarkably efficient Journal of Vision. 8: 1103-1103. DOI: 10.1167/8.6.1103 |
0.391 |
|
| 2010 |
Torralba A, Fergus R, Freeman WT. Object and scene recognition in tiny images Journal of Vision. 7: 193-193. DOI: 10.1167/7.9.193 |
0.498 |
|
| 2010 |
Oliva A, Konkle T, Greene MR, Torralba A. Not all scene categories are created equal: The role of object and layout diagnosticity in scene gist understanding Journal of Vision. 6: 464-464. DOI: 10.1167/6.6.464 |
0.423 |
|
| 2010 |
Torralba A, Oliva A. Global statistical features and early scene interpretation Journal of Vision. 5: 69-69. DOI: 10.1167/5.8.69 |
0.342 |
|
| 2010 |
Frank M, Kenney A, Goodman N, Tenenbaum J, Torralba A, Oliva A. Predicting object and scene descriptions with an information-theoretic model of pragmatics Journal of Vision. 10: 1241-1241. DOI: 10.1167/10.7.1241 |
0.365 |
|
| 2010 |
Ehinger KA, Torralba A, Oliva A. A taxonomy of visual scenes: Typicality ratings and hierarchical classification Journal of Vision. 10: 1237-1237. DOI: 10.1167/10.7.1237 |
0.366 |
|
| 2010 |
Hays J, Xiao J, Ehinger K, Oliva A, Torralba A. Scene categorization and detection: the power of global features Journal of Vision. 10: 1222-1222. DOI: 10.1167/10.7.1222 |
0.309 |
|
| 2010 |
Torralba A, Murphy KP, Freeman WT. Using the forest to see the trees: Exploiting context for visual object detection and localization Communications of the Acm. 53: 107-114. DOI: 10.1145/1666420.1666446 |
0.502 |
|
| 2010 |
Torralba A, Russell BC, Yuen J. LabelMe: Online image annotation and applications Proceedings of the Ieee. 98: 1467-1484. DOI: 10.1109/JPROC.2010.2050290 |
0.401 |
|
| 2009 |
Ehinger KA, Hidalgo-Sotelo B, Torralba A, Oliva A. Modeling Search for People in 900 Scenes: A combined source model of eye guidance. Visual Cognition. 17: 945-978. PMID 20011676 DOI: 10.1080/13506280902834720 |
0.34 |
|
| 2009 |
Torralba A. How many pixels make an image? Visual Neuroscience. 26: 123-31. PMID 19216820 DOI: 10.1017/S0952523808080930 |
0.488 |
|
| 2009 |
Russell BC, Torralba A. Building a database of 3D scenes from user annotations 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 2711-2718. DOI: 10.1109/CVPRW.2009.5206643 |
0.373 |
|
| 2008 |
Torralba A, Fergus R, Freeman WT. 80 million tiny images: a large data set for nonparametric object and scene recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 1958-70. PMID 18787244 DOI: 10.1109/Tpami.2008.128 |
0.508 |
|
| 2008 |
Russell BC, Torralba A, Murphy KP, Freeman WT. LabelMe: A database and web-based tool for image annotation International Journal of Computer Vision. 77: 157-173. DOI: 10.1007/S11263-007-0090-8 |
0.484 |
|
| 2008 |
Sudderth EB, Torralba A, Freeman WT, Willsky AS. Describing visual scenes using transformed objects and parts International Journal of Computer Vision. 77: 291-330. DOI: 10.1007/S11263-007-0069-5 |
0.501 |
|
| 2007 |
Oliva A, Torralba A. The role of context in object recognition. Trends in Cognitive Sciences. 11: 520-7. PMID 18024143 DOI: 10.1016/J.Tics.2007.09.009 |
0.458 |
|
| 2007 |
Torralba A, Murphy KP, Freeman WT. Sharing visual features for multiclass and multiview object detection. Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 854-69. PMID 17356204 DOI: 10.1109/Tpami.2007.1055 |
0.4 |
|
| 2006 |
Oliva A, Torralba A. Building the gist of a scene: the role of global image features in recognition. Progress in Brain Research. 155: 23-36. PMID 17027377 DOI: 10.1016/S0079-6123(06)55002-2 |
0.508 |
|
| 2006 |
Torralba A, Oliva A, Castelhano MS, Henderson JM. Contextual guidance of eye movements and attention in real-world scenes: the role of global features in object search. Psychological Review. 113: 766-86. PMID 17014302 DOI: 10.1037/0033-295X.113.4.766 |
0.466 |
|
| 2006 |
Murphy KP, Torralba A, Eaton D, Freeman WT. Object Detection and Localization Using Local and Global Features Lecture Notes in Computer Science. 382-400. DOI: 10.1007/11957959_20 |
0.424 |
|
| 2006 |
Ponce J, Berg TL, Everingham M, Forsyth DA, Hebert M, Lazebnik S, Marszalek M, Schmid C, Russell BC, Torralba A, Williams CKI, Zhang J, Zisserman A. Dataset issues in object recognition Lecture Notes in Computer Science. 4170: 29-48. DOI: 10.1007/11957959_2 |
0.486 |
|
| 2006 |
Torralba A, Murphy KP, Freeman WT. Shared Features for Multiclass Object Detection Lecture Notes in Computer Science. 345-361. DOI: 10.1007/11957959_18 |
0.406 |
|
| 2004 |
Fleming RW, Torralba A, Adelson EH. Specular reflections and the perception of shape. Journal of Vision. 4: 798-820. PMID 15493971 DOI: 10.1167/4.9.10 |
0.395 |
|
| 2004 |
Torralba A, Oliva A, Castelhano MS, Henderson JM. Saliency, objects and scenes: global scene factors in attention and object detection Journal of Vision. 4: 337-337. DOI: 10.1167/4.8.337 |
0.407 |
|
| 2004 |
Torralba A. Contextual Influences on Saliency Neurobiology of Attention. 586-592. DOI: 10.1016/B978-012375731-9/50100-2 |
0.513 |
|
| 2003 |
Torralba A, Oliva A. Statistics of natural image categories. Network (Bristol, England). 14: 391-412. PMID 12938764 DOI: 10.1088/0954-898X_14_3_302 |
0.529 |
|
| 2003 |
Torralba A. Modeling global scene factors in attention. Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 20: 1407-18. PMID 12868645 DOI: 10.1364/Josaa.20.001407 |
0.504 |
|
| 2003 |
Fleming RW, Torralba A, Dror RO, Adelson EH. How image statistics drive shape-from-texture and shape-from-specularity Journal of Vision. 3: 73a. DOI: 10.1167/3.9.73 |
0.397 |
|
| 2003 |
Freeman WT, Torralba A. Shape recipes: Scene representations that refer to the image Journal of Vision. 3: 419a. DOI: 10.1167/3.9.419 |
0.466 |
|
| 2003 |
Oliva A, Torralba A, Castelhano MS, Henderson JM. Top-down control of visual attention in real world scenes Journal of Vision. 3: 3a. DOI: 10.1167/3.9.3 |
0.351 |
|
| 2003 |
Torralba A, Oliva A, Freeman WT. Object recognition by scene alignment Journal of Vision. 3: 196a. DOI: 10.1167/3.9.196 |
0.427 |
|
| 2003 |
Torralba A. International Journal of Computer Vision. 53: 169-191. DOI: 10.1023/A:1023052124951 |
0.443 |
|
| 2002 |
Sinha P, Torralba A. Detecting faces in impoverished images Journal of Vision. 2: 601a. DOI: 10.1167/2.7.601 |
0.435 |
|
| 2002 |
Torralba A, Oliva A. Depth perception from familiar scene structure Journal of Vision. 2: 494a. DOI: 10.1167/2.7.494 |
0.316 |
|
| 2002 |
Torralba A, Oliva A. Depth estimation from image structure Ieee Transactions On Pattern Analysis and Machine Intelligence. 24: 1226-1238. DOI: 10.1109/Tpami.2002.1033214 |
0.482 |
|
| 2001 |
Sinha P, Torralba A. Role of low-level mechanisms in brightness perception Journal of Vision. 1: 42a. DOI: 10.1167/1.3.42 |
0.338 |
|
| 2001 |
Torralba A, Sinha P, Oliva A. Modeling contextual influences on object recognition Journal of Vision. 1: 299a. DOI: 10.1167/1.3.299 |
0.397 |
|
| 2001 |
Oliva A, Torralba A. Modeling the shape of the scene: A holistic representation of the spatial envelope International Journal of Computer Vision. 42: 145-175. DOI: 10.1023/A:1011139631724 |
0.421 |
|
| 1999 |
Torralba AB, Hérault J. An efficient neuromorphic analog network for motion estimation Ieee Transactions On Circuits and Systems I: Fundamental Theory and Applications. 46: 269-280. DOI: 10.1109/81.747199 |
0.519 |
|
| Show low-probability matches. |