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Li Fei-Fei - Publications

Affiliations: 
Princeton University, Princeton, NJ 
Area:
Natural Scene Perception, Object Recognition
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86 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
2022 Krishna R, Lee D, Fei-Fei L, Bernstein MS. Socially situated artificial intelligence enables learning from human interaction. Proceedings of the National Academy of Sciences of the United States of America. 119: e2115730119. PMID 36122244 DOI: 10.1073/pnas.2115730119  0.753
2021 Gupta A, Savarese S, Ganguli S, Fei-Fei L. Embodied intelligence via learning and evolution. Nature Communications. 12: 5721. PMID 34615862 DOI: 10.1038/s41467-021-25874-z  0.52
2020 Singh A, Haque A, Alahi A, Yeung S, Guo M, Glassman JR, Beninati W, Platchek T, Fei-Fei L, Milstein A. Automatic detection of hand hygiene using computer vision technology. Journal of the American Medical Informatics Association : Jamia. PMID 32712656 DOI: 10.1093/Jamia/Ocaa115  0.782
2020 Lee MA, Zhu Y, Zachares P, Tan M, Srinivasan K, Savarese S, Fei-Fei L, Garg A, Bohg J. Making Sense of Vision and Touch: Learning Multimodal Representations for Contact-Rich Tasks Ieee Transactions On Robotics. 36: 582-596. DOI: 10.1109/TRO.2019.2959445  0.588
2019 Chen VS, Varma P, Krishna R, Bernstein M, Ré C, Fei-Fei L. Scene Graph Prediction with Limited Labels. Proceedings. Ieee International Conference On Computer Vision. 2019: 2580-2590. PMID 32218709 DOI: 10.1109/iccv.2019.00267  0.774
2019 Yeung S, Rinaldo F, Jopling J, Liu B, Mehra R, Downing NL, Guo M, Bianconi GM, Alahi A, Lee J, Campbell B, Deru K, Beninati W, Fei-Fei L, Milstein A. A computer vision system for deep learning-based detection of patient mobilization activities in the ICU. Npj Digital Medicine. 2: 11. PMID 31304360 DOI: 10.1038/s41746-019-0087-z  0.757
2019 Fang K, Zhu Y, Garg A, Kurenkov A, Mehta V, Fei-Fei L, Savarese S. Learning task-oriented grasping for tool manipulation from simulated self-supervision The International Journal of Robotics Research. 39: 202-216. DOI: 10.1177/0278364919872545  0.557
2019 Varma M, Lu M, Gardner R, Dunnmon J, Khandwala N, Rajpurkar P, Long J, Beaulieu C, Shpanskaya K, Fei-Fei L, Lungren MP, Patel BN. Automated abnormality detection in lower extremity radiographs using deep learning Nature Machine Intelligence. 1: 578-583. DOI: 10.1038/s42256-019-0126-0  0.303
2018 Groen II, Greene MR, Baldassano C, Fei-Fei L, Beck DM, Baker CI. Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior. Elife. 7. PMID 29513219 DOI: 10.7554/Elife.32962  0.823
2018 Groen II, Greene MR, Baldassano C, Fei-Fei L, Beck DM, Baker CI. Author response: Distinct contributions of functional and deep neural network features to representational similarity of scenes in human brain and behavior Elife. DOI: 10.7554/Elife.32962.016  0.793
2017 Kumar M, Federmeier KD, Fei-Fei L, Beck DM. Evidence For Similar Patterns of Neural Activity Elicted by Picture- and Word-based Representations of Natural Scenes. Neuroimage. PMID 28343000 DOI: 10.1016/j.neuroimage.2017.03.037  0.638
2017 Caddigan E, Choo H, Fei-Fei L, Beck DM. Categorization influences detection: A perceptual advantage for representative exemplars of natural scene categories. Journal of Vision. 17: 21. PMID 28114496 DOI: 10.1167/17.1.21  0.81
2017 Groen I, Greene M, Baldassano C, Fei-Fei L, Beck D, Baker C. Convolutional neural networks best predict representational dissimilarity in scene-selective cortex: comparing computational, object and functional models Journal of Vision. 17: 1088. DOI: 10.1167/17.10.1088  0.803
2017 Yeung S, Russakovsky O, Jin N, Andriluka M, Mori G, Fei-Fei L. Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos International Journal of Computer Vision. 126: 375-389. DOI: 10.1007/S11263-017-1013-Y  0.773
2017 Krishna R, Zhu Y, Groth O, Johnson J, Hata K, Kravitz J, Chen S, Kalantidis Y, Li L, Shamma DA, Bernstein MS, Fei-Fei L. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations International Journal of Computer Vision. 123: 32-73. DOI: 10.1007/S11263-016-0981-7  0.402
2016 Baldassano C, Esteva A, Fei-Fei L, Beck DM. Two Distinct Scene-Processing Networks Connecting Vision and Memory. Eneuro. 3. PMID 27822493 DOI: 10.1167/15.12.571  0.793
2016 Karpathy A, Fei-Fei L. Deep Visual-Semantic Alignments for Generating Image Descriptions. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27514036 DOI: 10.1109/TPAMI.2016.2598339  0.4
2016 Baldassano C, Fei-Fei L, Beck DM. Pinpointing the peripheral bias in neural scene-processing networks during natural viewing. Journal of Vision. 16: 9. PMID 27187606 DOI: 10.1167/16.2.9  0.796
2016 Iordan MC, Greene MR, Beck DM, Fei-Fei L. Typicality sharpens category representations in object-selective cortex. Neuroimage. PMID 27079531 DOI: 10.1016/j.neuroimage.2016.04.012  0.834
2016 Baldassano C, Beck DM, Fei-Fei L. Human-Object Interactions Are More than the Sum of Their Parts. Cerebral Cortex (New York, N.Y. : 1991). PMID 27073216 DOI: 10.1093/Cercor/Bhw077  0.81
2016 Deng J, Krause J, Stark M, Fei-Fei L. Leveraging the Wisdom of the Crowd for Fine-Grained Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 38: 666-76. PMID 26959672 DOI: 10.1109/Tpami.2015.2439285  0.397
2016 Greene MR, Baldassano C, Esteva A, Beck DM, Fei-Fei L. Visual scenes are categorized by function. Journal of Experimental Psychology. General. 145: 82-94. PMID 26709590 DOI: 10.1037/Xge0000129  0.824
2016 Kumar M, Federmeier K, Fei-Fei L, Beck D. Visual and Semantic Neural Representations For Animate and Inanimate Object Journal of Vision. 16: 503. DOI: 10.1167/16.12.503  0.662
2015 Fannjiang C, Iordan MC, Beck D, Fei-Fei L. Pushing the Boundaries of Fine-Grained Object Classification with fMRI Decoding in Human Occipito-Temporal Cortex. Journal of Vision. 15: 1167. PMID 26326855 DOI: 10.1167/15.12.1167  0.816
2015 Greene M, Baldassano C, Esteva A, Beck D, Fei-Fei L. Functions Provide a Fundamental Categorization Principle for Scenes. Journal of Vision. 15: 572. PMID 26326260 DOI: 10.1167/15.12.572  0.815
2015 Baldassano C, Esteva A, Beck D, Fei-Fei L. Two distinct scene processing networks connecting vision and memory. Journal of Vision. 15: 571. PMID 26326259 DOI: 10.1167/15.12.571  0.602
2015 Iordan MC, Greene M, Beck D, Fei-Fei L. Category Boundaries and Typicality Warp the Neural Representation Space of Real-World Object Categories. Journal of Vision. 15: 8. PMID 26325696 DOI: 10.1167/15.12.8  0.834
2015 Iordan MC, Greene MR, Beck DM, Fei-Fei L. Basic Level Category Structure Emerges Gradually across Human Ventral Visual Cortex. Journal of Cognitive Neuroscience. 27: 1427-46. PMID 25811711 DOI: 10.1162/jocn_a_00790  0.824
2015 Greene MR, Botros AP, Beck DM, Fei-Fei L. What you see is what you expect: rapid scene understanding benefits from prior experience. Attention, Perception & Psychophysics. 77: 1239-51. PMID 25776799 DOI: 10.3758/s13414-015-0859-8  0.757
2015 Baldassano C, Beck DM, Fei-Fei L. Parcellating connectivity in spatial maps. Peerj. 3: e784. PMID 25737822 DOI: 10.7717/Peerj.784  0.768
2015 Russakovsky O, Deng J, Su H, Krause J, Satheesh S, Ma S, Huang Z, Karpathy A, Khosla A, Bernstein M, Berg AC, Fei-Fei L. ImageNet Large Scale Visual Recognition Challenge International Journal of Computer Vision. DOI: 10.1007/S11263-015-0816-Y  0.803
2014 Greene MR, Fei-Fei L. Visual categorization is automatic and obligatory: evidence from Stroop-like paradigm. Journal of Vision. 14. PMID 24434626 DOI: 10.1167/14.1.14  0.709
2014 Iordan MC, Joulin A, Beck DM, Fei-Fei L. Locally-Optimized Inter-Subject Alignment of Functional Cortical Regions Journal of Vision. 14: 714-714. DOI: 10.1167/14.10.714  0.594
2014 Kumar MK, Federmeier KD, Fei-Fei L, Beck DM. Visual And Semantic Representations Of Scenes Journal of Vision. 14: 1126-1126. DOI: 10.1167/14.10.1126  0.636
2014 Baldassano C, Beck DM, Fei-Fei L. Supervoxel parcellation of visual cortex connectivity Journal of Vision. 14: 1080-1080. DOI: 10.1167/14.10.1080  0.774
2014 Bao SY, Furlan A, Fei-Fei L, Savarese S. Understanding the 3D layout of a cluttered room from multiple images 2014 Ieee Winter Conference On Applications of Computer Vision, Wacv 2014. 690-697. DOI: 10.1109/WACV.2014.6836035  0.518
2014 Li LJ, Su H, Lim Y, Fei-Fei L. Object bank: An object-level image representation for high-level visual recognition International Journal of Computer Vision. 107: 20-39. DOI: 10.1007/s11263-013-0660-x  0.427
2013 Torralbo A, Walther DB, Chai B, Caddigan E, Fei-Fei L, Beck DM. Good exemplars of natural scene categories elicit clearer patterns than bad exemplars but not greater BOLD activity. Plos One. 8: e58594. PMID 23555588 DOI: 10.1371/journal.pone.0058594  0.815
2013 Baldassano C, Beck DM, Fei-Fei L. Differential connectivity within the Parahippocampal Place Area. Neuroimage. 75: 228-37. PMID 23507385 DOI: 10.1016/J.Neuroimage.2013.02.073  0.809
2013 Botros A, Greene MR, Fei-Fei L. Oddness at a glance: unraveling the time course of typical and atypical scene perception F1000research. 13: 1048-1048. DOI: 10.7490/F1000Research.1093522.1  0.616
2013 Furlan A, Miller S, Sorrenti DG, Fei-Fei L, Savarese S. Free your camera: 3D indoor scene understanding from arbitrary camera motion Bmvc 2013 - Electronic Proceedings of the British Machine Vision Conference 2013. DOI: 10.5244/C.27.24  0.515
2013 Iordan MC, Greene MR, Beck DM, Fei-Fei L. Typicality Sharpens Object Representations in Object-Selective Cortex Journal of Vision. 13: 127-127. DOI: 10.1167/13.9.127  0.806
2013 Greene M, Botros A, Beck D, Fei-Fei L. Discovering mental representations of complex natural scenes Journal of Vision. 13: 1093-1093. DOI: 10.1167/13.9.1093  0.713
2012 Baldassano C, Iordan MC, Beck DM, Fei-Fei L. Voxel-level functional connectivity using spatial regularization. Neuroimage. 63: 1099-106. PMID 22846660 DOI: 10.1016/J.Neuroimage.2012.07.046  0.801
2012 Yao B, Fei-Fei L. Recognizing human-object interactions in still images by modeling the mutual context of objects and human poses. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 1691-703. PMID 22392710 DOI: 10.1109/TPAMI.2012.67  0.408
2012 Greene M, Fei-Fei L. A large-scale taxonomy of real-world scenes Journal of Vision. 12: 798-798. DOI: 10.1167/12.9.798  0.605
2012 Caddigan E, Fei-Fei L, Beck D. The role of attention in the perception of good and bad exemplars of natural scene categories Journal of Vision. 12: 797-797. DOI: 10.1167/12.9.797  0.801
2012 Baldassano C, Beck DM, Fei-Fei L. Neural Representation of Human-Object Interactions Journal of Vision. 12: 1111-1111. DOI: 10.1167/12.9.1111  0.791
2012 Iordan MC, Greene MR, Beck DM, Fei-Fei L. Neural Representations of Object Categories at Multiple Taxonomic Levels Journal of Vision. 12: 1105-1105. DOI: 10.1167/12.9.1105  0.809
2012 Greene MR, Fei-Fei L. Automatic basic-level object and scene categorization Visual Cognition. 20: 1028-1031. DOI: 10.1080/13506285.2012.726470  0.678
2012 Su H, Deng J, Fei-Fei L. Crowdsourcing annotations for visual object detection Aaai Workshop - Technical Report. 40-46.  0.304
2011 Walther DB, Chai B, Caddigan E, Beck DM, Fei-Fei L. Simple line drawings suffice for functional MRI decoding of natural scene categories. Proceedings of the National Academy of Sciences of the United States of America. 108: 9661-6. PMID 21593417 DOI: 10.1073/pnas.1015666108  0.807
2011 Iordan MC, Baldassano C, Walther DB, Beck DM, Fei-Fei L. Translation Invariance of Natural Scene Categories Journal of Vision. 11: 816-816. DOI: 10.1167/11.11.816  0.785
2011 Baldassano C, Iordan MC, Beck DM, Fei-Fei L. Decoding objects undergoing contextual violations Journal of Vision. 11: 1125-1125. DOI: 10.1167/11.11.1125  0.791
2011 Caddigan E, Fei-Fei L, Beck DM. Natural scenes are robust to bubbling Journal of Vision. 11: 1115-1115. DOI: 10.1167/11.11.1115  0.775
2010 Caddigan E, Walther DB, Beck DM, Fei-Fei L. Finding "good" features for natural scene classification Journal of Vision. 9: 966-966. DOI: 10.1167/9.8.966  0.789
2010 Walther D, Caddigan E, Beck D, Fei-Fei L. Searchlight analysis reveals brain areas involved in scene categorization Journal of Vision. 9: 947-947. DOI: 10.1167/9.8.947  0.774
2010 Torralbo A, Chai B, Caddigan E, Walther D, Beck D, Fei-Fei L. Categorization of good and bad examples of natural scene categories Journal of Vision. 9: 940-940. DOI: 10.1167/9.8.940  0.805
2010 Caddigan E, Walther D, Fei-Fei L, Beck D. Decoding of natural scene categories from transformed images using distributed patterns of fMRI activity Journal of Vision. 8: 330-330. DOI: 10.1167/8.6.330  0.775
2010 Caddigan E, Walther D, Birgiolas J, Weissman J, Beck D, Fei-Fei L. Decoding distributed patterns of activity associated with natural scene categorization Journal of Vision. 7: 765-765. DOI: 10.1167/7.9.765  0.764
2010 Walther D, Fei-Fei L, Koch C. Measuring the cost of deploying top-down visual attention Journal of Vision. 6: 310-310. DOI: 10.1167/6.6.310  0.775
2010 Caddigan E, Walther DB, Fei-Fei L, Beck DM. The Good, the Bad, and the Scrambled: A Perceptual Advantage for Good Examples of Natural Scene Categories Journal of Vision. 10: 1223-1223. DOI: 10.1167/10.7.1223  0.799
2010 Walther D, Chai B, Caddigan E, Beck D, Fei-Fei L. fMRI Decoding of Natural Scene Categories from Line Drawings Journal of Vision. 10: 1221-1221. DOI: 10.1167/10.7.1221  0.784
2010 Fergus R, Fei-Fei L, Perona P, Zisserman A. Learning object categories from internet image searches Proceedings of the Ieee. 98: 1453-1466. DOI: 10.1109/JPROC.2010.2048990  0.51
2010 Li LJ, Fei-Fei L. OPTIMOL: Automatic online picture collection via incremental model learning International Journal of Computer Vision. 88: 147-168. DOI: 10.1007/s11263-009-0265-6  0.446
2010 Savarese S, Fei-Fei L. Multi-view object categorization and pose estimation Studies in Computational Intelligence. 285: 205-231. DOI: 10.1007/978-3-642-12848-6_8  0.573
2010 Li LJ, Su H, Xing EP, Fei-Fei L. Object Bank: A high-level image representation for scene classification & semantic feature sparsification Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010.  0.307
2009 Walther DB, Caddigan E, Fei-Fei L, Beck DM. Natural scene categories revealed in distributed patterns of activity in the human brain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 10573-81. PMID 19710310 DOI: 10.1523/JNEUROSCI.0559-09.2009  0.814
2009 Peelen MV, Fei-Fei L, Kastner S. Neural mechanisms of rapid natural scene categorization in human visual cortex. Nature. 460: 94-7. PMID 19506558 DOI: 10.1038/nature08103  0.497
2009 Su H, Sun M, Fei-Fei L, Savarese S. Learning a dense multi-view representation for detection, viewpoint classification and synthesis of object categories Proceedings of the Ieee International Conference On Computer Vision. 213-220. DOI: 10.1109/ICCV.2009.5459168  0.605
2009 Sun M, Su H, Savarese S, Fei-Fei L. A Multi-view probabilistic model for 3D object classes 2009 Ieee Computer Society Conference On Computer Vision and Pattern Recognition Workshops, Cvpr Workshops 2009. 1247-1254. DOI: 10.1109/CVPRW.2009.5206723  0.571
2008 Savarese S, DelPozo A, Niebles JC, Fei-Fei L. Spatial-temporal correlatons for unsupervised action classification 2008 Ieee Workshop On Motion and Video Computing, Wmvc. DOI: 10.1109/WMVC.2008.4544068  0.519
2008 Niebles JC, Wang H, Fei-Fei L. Unsupervised learning of human action categories using spatial-temporal words International Journal of Computer Vision. 79: 299-318. DOI: 10.1007/S11263-007-0122-4  0.339
2008 Savarese S, Fei-Fei L. View synthesis for recognizing unseen poses of object classes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5304: 602-615. DOI: 10.1007/978-3-540-88690-7-45  0.583
2007 Walther DB, Fei-Fei L. Task-set switching with natural scenes: measuring the cost of deploying top-down attention. Journal of Vision. 7: 9.1-12. PMID 17997664 DOI: 10.1167/7.11.9  0.731
2007 Fei-Fei L, Iyer A, Koch C, Perona P. What do we perceive in a glance of a real-world scene? Journal of Vision. 7: 10. PMID 17461678 DOI: 10.1167/7.1.10  0.667
2007 Savarese S, Fei-Fei L. 3D generic object categorization, localization and pose estimation Proceedings of the Ieee International Conference On Computer Vision. DOI: 10.1109/ICCV.2007.4408987  0.539
2007 Fei-Fei L, Fergus R, Perona P. Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories Computer Vision and Image Understanding. 106: 59-70. DOI: 10.1016/j.cviu.2005.09.012  0.591
2006 Fei-Fei L, Fergus R, Perona P. One-shot learning of object categories. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 594-611. PMID 16566508 DOI: 10.1109/TPAMI.2006.79  0.576
2005 VanRullen R, Reddy L, Fei-Fei L. Binding is a local problem for natural objects and scenes. Vision Research. 45: 3133-44. PMID 16023696 DOI: 10.1016/j.visres.2005.05.012  0.637
2005 Fergus R, Fei-Fei L, Perona P, Zisserman A. Learning object categories from Google's image search Proceedings of the Ieee International Conference On Computer Vision. 1816-1823. DOI: 10.1109/ICCV.2005.142  0.505
2005 Fei-Fei L, Perona P. A bayesian hierarchical model for learning natural scene categories Proceedings - 2005 Ieee Computer Society Conference On Computer Vision and Pattern Recognition, Cvpr 2005. 524-531. DOI: 10.1109/CVPR.2005.16  0.473
2005 Fei-Fei L, VanRullen R, Koch C, Perona P. Why does natural scene categorization require little attention? Exploring attentional requirements for natural and synthetic stimuli Visual Cognition. 12: 893-924. DOI: 10.1080/13506280444000571  0.731
2004 Fei-Fei L, Koch C, Iyer A, Perona P. What do we see when we glance at a scene? Journal of Vision. 4: 863-863. DOI: 10.1167/4.8.863  0.703
2004 Savarese S, Fei-Fei L, Perona P. What do reflections tell us about the shape of a mirror? Proceedings - 1st Symposium On Applied Perception in Graphics and Visualization, Apgv 2004. 115-118.  0.627
2003 Fei-Fei L, Fergus R, Perona P. A Bayesian approach to unsupervised one-shot learning of object categories Proceedings of the Ieee International Conference On Computer Vision. 2: 1134-1141.  0.496
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