| Imagenet large scale visual recognition challenge O Russakovsky, J Deng, H Su, J Krause, S Satheesh, S Ma, Z Huang, ... International journal of computer vision 115, 211-252, 2015 | 43918 | 2015 |
| Ssd: Single shot multibox detector W Liu, D Anguelov, D Erhan, C Szegedy, S Reed, CY Fu, AC Berg Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016 | 37141 | 2016 |
| Segment anything A Kirillov, E Mintun, N Ravi, H Mao, C Rolland, L Gustafson, T Xiao, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 3010 | 2023 |
| Dssd: Deconvolutional single shot detector CY Fu, W Liu, A Ranga, A Tyagi, AC Berg arXiv preprint arXiv:1701.06659, 2017 | 2559 | 2017 |
| Attribute and simile classifiers for face verification N Kumar, AC Berg, PN Belhumeur, SK Nayar 2009 IEEE 12th international conference on computer vision, 365-372, 2009 | 1973 | 2009 |
| Recognizing action at a distance Efros, Berg, Mori, Malik Proceedings Ninth IEEE International Conference on Computer Vision, 726-733 …, 2003 | 1847 | 2003 |
| SVM-KNN: Discriminative nearest neighbor classification for visual category recognition H Zhang, AC Berg, M Maire, J Malik 2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006 | 1685 | 2006 |
| Babytalk: Understanding and generating simple image descriptions G Kulkarni, V Premraj, V Ordonez, S Dhar, S Li, Y Choi, AC Berg, TL Berg IEEE transactions on pattern analysis and machine intelligence 35 (12), 2891 …, 2013 | 1581 | 2013 |
| Parsenet: Looking wider to see better W Liu, A Rabinovich, AC Berg arXiv preprint arXiv:1506.04579, 2015 | 1445 | 2015 |
| Classification using intersection kernel support vector machines is efficient S Maji, AC Berg, J Malik 2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008 | 1363 | 2008 |
| Shape matching and object recognition using low distortion correspondences AC Berg, TL Berg, J Malik 2005 IEEE computer society conference on computer vision and pattern …, 2005 | 1217 | 2005 |
| Matchnet: Unifying feature and metric learning for patch-based matching X Han, T Leung, Y Jia, R Sukthankar, AC Berg Proceedings of the IEEE conference on computer vision and pattern …, 2015 | 1027 | 2015 |
| Modeling context in referring expressions L Yu, P Poirson, S Yang, AC Berg, TL Berg Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016 | 972 | 2016 |
| What does classifying more than 10,000 image categories tell us? J Deng, AC Berg, K Li, L Fei-Fei Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010 | 685 | 2010 |
| Who are you with and where are you going? K Yamaguchi, AC Berg, LE Ortiz, TL Berg CVPR 2011, 1345-1352, 2011 | 634 | 2011 |
| Describable visual attributes for face verification and image search N Kumar, A Berg, PN Belhumeur, S Nayar IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (10), 1962 …, 2011 | 619 | 2011 |
| Automatic attribute discovery and characterization from noisy web data TL Berg, AC Berg, J Shih Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010 | 567 | 2010 |
| Midge: Generating image descriptions from computer vision detections M Mitchell, J Dodge, A Goyal, K Yamaguchi, K Stratos, X Han, A Mensch, ... Proceedings of the 13th Conference of the European Chapter of the …, 2012 | 558 | 2012 |
| Names and faces in the news TL Berg, AC Berg, J Edwards, M Maire, R White, YW Teh, ... Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision …, 2004 | 544 | 2004 |
| Where to buy it: Matching street clothing photos in online shops M Hadi Kiapour, X Han, S Lazebnik, AC Berg, TL Berg Proceedings of the IEEE international conference on computer vision, 3343-3351, 2015 | 540 | 2015 |
| Composing simple image descriptions using web-scale n-grams S Li, G Kulkarni, T Berg, A Berg, Y Choi Proceedings of the fifteenth conference on computational natural language …, 2011 | 500 | 2011 |
| Collective generation of natural image descriptions P Kuznetsova, V Ordonez, A Berg, T Berg, Y Choi Proceedings of the 50th Annual Meeting of the Association for Computational …, 2012 | 441 | 2012 |
| Geometric blur for template matching AC Berg, J Malik Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001 | 440 | 2001 |
| Transformation-grounded image generation network for novel 3d view synthesis E Park, J Yang, E Yumer, D Ceylan, AC Berg Proceedings of the ieee conference on computer vision and pattern …, 2017 | 322 | 2017 |
| Efficient classification for additive kernel SVMs S Maji, AC Berg, J Malik IEEE transactions on pattern analysis and machine intelligence 35 (1), 66-77, 2012 | 312 | 2012 |
| Recovering human body configurations using pairwise constraints between parts X Ren, AC Berg, J Malik Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 1 …, 2005 | 294 | 2005 |
| Hierarchical semantic indexing for large scale image retrieval J Deng, AC Berg, L Fei-Fei CVPR 2011, 785-792, 2011 | 292 | 2011 |
| Hipster wars: Discovering elements of fashion styles MH Kiapour, K Yamaguchi, AC Berg, TL Berg Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014 | 291 | 2014 |
| Fast and balanced: Efficient label tree learning for large scale object recognition J Deng, S Satheesh, A Berg, F Li Advances in Neural Information Processing Systems 24, 2011 | 257 | 2011 |
| Boundary IoU: Improving object-centric image segmentation evaluation B Cheng, R Girshick, P Dollár, AC Berg, A Kirillov Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 246 | 2021 |
| Synthesizing training data for object detection in indoor scenes G Georgakis, A Mousavian, AC Berg, J Kosecka arXiv preprint arXiv:1702.07836, 2017 | 245 | 2017 |
| Hedging your bets: Optimizing accuracy-specificity trade-offs in large scale visual recognition J Deng, J Krause, AC Berg, L Fei-Fei 2012 IEEE Conference on Computer Vision and Pattern Recognition, 3450-3457, 2012 | 240 | 2012 |
| Max-margin additive classifiers for detection S Maji, AC Berg 2009 IEEE 12th International Conference on Computer Vision, 40-47, 2009 | 227 | 2009 |
| Combining multiple sources of knowledge in deep cnns for action recognition E Park, X Han, TL Berg, AC Berg 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-8, 2016 | 224 | 2016 |
| Who's in the picture T Berg, A Berg, J Edwards, D Forsyth Advances in neural information processing systems 17, 2004 | 224 | 2004 |
| Meta-tracker: Fast and robust online adaptation for visual object trackers E Park, AC Berg Proceedings of the European Conference on Computer Vision (ECCV), 569-585, 2018 | 202 | 2018 |
| A dataset for developing and benchmarking active vision P Ammirato, P Poirson, E Park, J Košecká, AC Berg 2017 IEEE International Conference on Robotics and Automation (ICRA), 1378-1385, 2017 | 199 | 2017 |
| Scalable multi-label annotation J Deng, O Russakovsky, J Krause, MS Bernstein, A Berg, L Fei-Fei Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2014 | 197 | 2014 |
| Computer vision—ECCV 2016 W Liu, D Anguelov, D Erhan, C Szegedy, S Reed, CY Fu, AC Berg Proceedings of the 14th European Conference, Amsterdam, The Netherlands, 11-14, 2016 | 178 | 2016 |
| Approximating aggregate queries about web pages via random walks Z Bar-Yossef, A Berg, S Chien, J Fakcharoenphol, D Weitz VLDB, 535-544, 2000 | 177 | 2000 |
| Visual madlibs: Fill in the blank description generation and question answering L Yu, E Park, AC Berg, TL Berg Proceedings of the ieee international conference on computer vision, 2461-2469, 2015 | 171 | 2015 |
| Understanding and predicting importance in images AC Berg, TL Berg, H Daume, J Dodge, A Goyal, X Han, A Mensch, ... 2012 IEEE Conference on Computer Vision and Pattern Recognition, 3562-3569, 2012 | 166 | 2012 |
| Finding iconic images TL Berg, AC Berg 2009 IEEE Computer Society Conference on Computer Vision and Pattern …, 2009 | 161* | 2009 |
| RetinaMask: Learning to predict masks improves state-of-the-art single-shot detection for free CY Fu, M Shvets, AC Berg arXiv preprint arXiv:1901.03353, 2019 | 147 | 2019 |
| Fast single shot detection and pose estimation P Poirson, P Ammirato, CY Fu, W Liu, J Kosecka, AC Berg 2016 Fourth International Conference on 3D Vision (3DV), 676-684, 2016 | 147 | 2016 |
| Runway to realway: Visual analysis of fashion S Vittayakorn, K Yamaguchi, AC Berg, TL Berg 2015 IEEE Winter Conference on Applications of Computer Vision, 951-958, 2015 | 141 | 2015 |
| From large scale image categorization to entry-level categories V Ordonez, J Deng, Y Choi, AC Berg, TL Berg Proceedings of the ieee international conference on computer vision, 2768-2775, 2013 | 133 | 2013 |
| Dssd: Deconvolutional single shot detector. arXiv CY Fu, W Liu, A Ranga, A Tyagi, AC Berg arXiv preprint arXiv:1701.06659, 2017 | 131 | 2017 |
| Visual madlibs: Fill in the blank image generation and question answering L Yu, E Park, AC Berg, TL Berg arXiv preprint arXiv:1506.00278, 2015 | 129 | 2015 |
| Detecting avocados to zucchinis: what have we done, and where are we going? O Russakovsky, J Deng, Z Huang, AC Berg, L Fei-Fei Proceedings of the IEEE international conference on computer vision, 2064-2071, 2013 | 112 | 2013 |
| Leveraging long-range temporal relationships between proposals for video object detection M Shvets, W Liu, AC Berg Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 102 | 2019 |
| Generalizing image captions for image-text parallel corpus P Kuznetsova, V Ordonez, A Berg, T Berg, Y Choi Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 97 | 2013 |
| Low-power computer vision: Status, challenges, and opportunities S Alyamkin, M Ardi, AC Berg, A Brighton, B Chen, Y Chen, HP Cheng, ... IEEE Journal on Emerging and Selected Topics in Circuits and Systems 9 (2 …, 2019 | 83 | 2019 |
| Large scale retrieval and generation of image descriptions V Ordonez, X Han, P Kuznetsova, G Kulkarni, M Mitchell, K Yamaguchi, ... International Journal of Computer Vision 119, 46-59, 2016 | 82 | 2016 |
| Imagenet large scale visual recognition challenge J Deng, H Su, J Krause, S Satheesh, S Ma, Z Huang, A Karpathy, ... International journal of computer vision 115 (3), 211-252, 2015 | 80 | 2015 |
| Modeling guidance and recognition in categorical search: Bridging human and computer object detection GJ Zelinsky, Y Peng, AC Berg, D Samaras Journal of Vision 13 (3), 30-30, 2013 | 73 | 2013 |
| ImageNet large scale visual recognition challenge (2014) O Russakovsky, J Deng, H Su, J Krause, S Satheesh, S Ma, Z Huang, ... arXiv preprint arXiv:1409.0575 368, 2010 | 73 | 2010 |
| Shape matching and object recognition AC Berg, J Malik Toward Category-Level Object Recognition, 483-507, 2006 | 73 | 2006 |
| Parsenet: Looking wider to see better. arXiv 2015 W Liu, A Rabinovich, AC Berg arXiv preprint arXiv:1506.04579, 2015 | 69 | 2015 |
| Worldsheet: Wrapping the world in a 3d sheet for view synthesis from a single image R Hu, N Ravi, AC Berg, D Pathak Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 68 | 2021 |
| Parsing images of architectural scenes AC Berg, F Grabler, J Malik 2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007 | 68 | 2007 |
| ILSVRC-2012, 2012 J Deng, A Berg, S Satheesh, H Su, A Khosla, L Fei-Fei URL http://www. image-net. org/challenges/LSVRC 3, 2012 | 59 | 2012 |
| Point-level region contrast for object detection pre-training Y Bai, X Chen, A Kirillov, A Yuille, AC Berg Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 50 | 2022 |
| Detecting visual text J Dodge, A Goyal, X Han, A Mensch, M Mitchell, K Stratos, K Yamaguchi, ... Proceedings of the 2012 Conference of the North American Chapter of the …, 2012 | 48 | 2012 |
| Low-power image recognition challenge K Gauen, R Rangan, A Mohan, YH Lu, W Liu, AC Berg 2017 22nd Asia and South pacific design automation conference (ASP-DAC), 99-104, 2017 | 45 | 2017 |
| Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions X Han, AC Berg, H Oh, D Samaras, HC Leung Neuroimage 73, 8-15, 2013 | 42 | 2013 |
| Video highlight prediction using audience chat reactions CY Fu, J Lee, M Bansal, AC Berg arXiv preprint arXiv:1707.08559, 2017 | 40 | 2017 |
| Paige: pairwise image geometry encoding for improved efficiency in structure-from-motion JL Schonberger, AC Berg, JM Frahm Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015 | 40 | 2015 |
| A mask-rcnn baseline for probabilistic object detection P Ammirato, AC Berg arXiv preprint arXiv:1908.03621, 2019 | 27 | 2019 |
| Target driven instance detection P Ammirato, CY Fu, M Shvets, J Kosecka, AC Berg arXiv preprint arXiv:1803.04610, 2018 | 27 | 2018 |
| Learning to decompose for object detection and instance segmentation E Park, AC Berg arXiv preprint arXiv:1511.06449, 2015 | 27 | 2015 |
| Similarity search for efficient active learning and search of rare concepts C Coleman, E Chou, J Katz-Samuels, S Culatana, P Bailis, AC Berg, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6402-6410, 2022 | 25 | 2022 |
| Predicting entry-level categories V Ordonez, W Liu, J Deng, Y Choi, AC Berg, TL Berg International Journal of Computer Vision 115, 29-43, 2015 | 25 | 2015 |
| Rebooting computing and low-power image recognition challenge YH Lu, AM Kadin, AC Berg, TM Conte, EP DeBenedictis, R Garg, ... 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 927-932, 2015 | 22 | 2015 |
| Imp: Instance mask projection for high accuracy semantic segmentation of things CY Fu, TL Berg, AC Berg Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 21 | 2019 |
| Materials discovery: Fine-grained classification of X-ray scattering images MH Kiapour, K Yager, AC Berg, TL Berg IEEE Winter Conference on Applications of Computer Vision, 933-940, 2014 | 21 | 2014 |
| When was that made? S Vittayakorn, AC Berg, TL Berg 2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 715-724, 2017 | 19 | 2017 |
| Methods, systems, and media for automatically classifying face images N Kumar, PN Belhumeur, SK Nayar, AC Berg US Patent 8,571,332, 2013 | 18 | 2013 |
| 2018 low-power image recognition challenge S Alyamkin, M Ardi, A Brighton, AC Berg, Y Chen, HP Cheng, B Chen, ... arXiv preprint arXiv:1810.01732, 2018 | 17 | 2018 |
| Solving visual madlibs with multiple cues T Tommasi, A Mallya, B Plummer, S Lazebnik, AC Berg, TL Berg arXiv preprint arXiv:1608.03410, 2016 | 17 | 2016 |
| Active vision dataset benchmark P Ammirato, AC Berg, J Kosecka Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 13 | 2018 |
| Method and system for optimizing accuracy-specificity trade-offs in large scale visual recognition FF Li, J Deng, J Krause, AC Berg US Patent 9,158,965, 2015 | 13 | 2015 |
| Combining multiple cues for visual madlibs question answering T Tommasi, A Mallya, B Plummer, S Lazebnik, AC Berg, TL Berg International Journal of Computer Vision 127, 38-60, 2019 | 12 | 2019 |
| Low-power image recognition challenge YH Lu, AC Berg, Y Chen AI Magazine 39 (2), 87-88, 2018 | 11 | 2018 |
| DCMSVM: Distributed parallel training for single-machine multiclass classifiers X Han, AC Berg 2012 IEEE Conference on Computer Vision and Pattern Recognition, 3554-3561, 2012 | 11 | 2012 |
| Video based motion synthesis by splicing and morphing G Mori, A Berg, A Efros, A Eden, J Malik Computer Science, 2004 | 11 | 2004 |
| Learning to name objects V Ordonez, W Liu, J Deng, Y Choi, AC Berg, TL Berg Communications of the ACM 59 (3), 108-115, 2016 | 10 | 2016 |
| Detecting Categories in News Video Using Acoustic, Speech, and Image Features. S Petrov, A Faria, P Michaillat, AC Berg, A Stolcke, D Klein, J Malik TRECVID, 2006 | 9 | 2006 |
| Three years of low-power image recognition challenge: Introduction to special session K Gauen, R Dailey, YH Lu, E Park, W Liu, AC Berg, Y Chen 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 700-703, 2018 | 8 | 2018 |
| Refer-to-as relations as semantic knowledge S Feng, S Ravi, R Kumar, P Kuznetsova, W Liu, A Berg, T Berg, Y Choi Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 8 | 2015 |
| Efficient two-view geometry classification JL Schönberger, AC Berg, JM Frahm Pattern Recognition: 37th German Conference, GCPR 2015, Aachen, Germany …, 2015 | 8 | 2015 |
| Using digital photography to examine grazing in montane meadows SK McIlroy, BH Allen-Diaz, AC Berg Rangeland ecology & management 64 (2), 187-195, 2011 | 8 | 2011 |
| SymGAN: Orientation estimation without annotation for symmetric objects P Ammirato, J Tremblay, MY Liu, A Berg, D Fox Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020 | 7 | 2020 |
| Neural pseudo-label optimism for the bank loan problem A Pacchiano, S Singh, E Chou, A Berg, J Foerster Advances in Neural Information Processing Systems 34, 6580-6593, 2021 | 6 | 2021 |
| Names and faces TL Miller, AC Berg, JA Edwards, MR Maire, RM White, YW Teh, ... Technical Report No. UCB/EECS-2007-12, Electrical Engineering arid Computer …, 2007 | 4 | 2007 |
| Method and Apparatus for Automatically Targeting and Modifying Internet Advertisements M Schwarz, A Berg US Patent App. 12/054,308, 2009 | 3 | 2009 |
| Joint depth prediction and semantic segmentation with multi-view sam M Shvets, D Zhao, M Niethammer, R Sengupta, AC Berg Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | 2 | 2024 |
| Improved Visual Grounding through Self-Consistent Explanations R He, P Cascante-Bonilla, Z Yang, AC Berg, V Ordonez arXiv preprint arXiv:2312.04554, 2023 | 1 | 2023 |
| Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution C Feng, T Sheng, Z Liang, S Zhuo, X Zhang, L Shen, M Ardi, AC Berg, ... arXiv preprint arXiv:1903.06791, 2019 | 1 | 2019 |
| Learning from Models and Data for Visual Grounding R He, P Cascante-Bonilla, Z Yang, AC Berg, V Ordonez arXiv preprint arXiv:2403.13804, 2024 | | 2024 |
