🧑‍🔬 Dhruv Batra — all works

98 works · ← Dhruv Batra

1. Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationInternational Journal of Computer VisionRamprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, et al.2016 · 6,394 citations
2. VQA: Visual Question Answering ↗IEEE International Conference on Computer Vision (ICCV) · no summary yetStanislaw Antol et al.2015 · 4,238 citations
3. ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language TasksarXiv:1908.02265Jiasen Lu, Dhruv Batra, Devi Parikh, et al.2019 · 2,302 citations
4. VQA: Visual Question Answering ↗arXiv (Cornell University) · no summary yetAishwarya Agrawal et al.2015 · 1,946 citations
5. Habitat: A Platform for Embodied AI Research ↗arXiv:1904.01201 · no summary yetManolis Savva et al.2019 · 1,313 citations
6. Hierarchical Question-Image Co-Attention for Visual Question Answering ↗arXiv (Cornell University) · no summary yetJiasen Lu et al.2016 · 1,303 citations
7. Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringInternational Journal of Computer VisionYash Goyal, Tejas Khot, Douglas Summers-Stay, et al.2016 · 1,281 citations
8. Towards VQA Models That Can Read ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAmanpreet Singh et al.2019 · 1,122 citations
9. A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetNasrin Mostafazadeh et al.2016 · 1,116 citations
10. Graph R-CNN for Scene Graph Generation ↗Lecture notes in computer science · no summary yetJianwei Yang et al.2018 · 877 citations
11. Joint Unsupervised Learning of Deep Representations and Image Clusters ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJianwei Yang, Devi Parikh, Dhruv Batra2016 · 854 citations
12. Ego4D: Around the World in 3,000 Hours of Egocentric Video ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKristen Grauman et al.2022 · 796 citations
13. Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAishwarya Agrawal et al.2018 · 705 citations
14. ParlAI: A Dialog Research Software PlatformConference on Empirical Methods in Natural Language Processing (EMNLP)Alexander Miller, Will Feng, Dhruv Batra, et al.2017 · 494 citations
15. Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions? ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetAbhishek Das et al.2016 · 481 citations
16. iCoseg: Interactive co-segmentation with intelligent scribble guidance ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDhruv Batra et al.2010 · 470 citations
17. Neural Baby Talk ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiasen Lu et al.2018 · 461 citations
18. Embodied Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAbhishek Das et al.2018 · 452 citations
19. Visual Dialog ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetAbhishek Das et al.2017 · 451 citations
20. Deal or No Deal? End-to-End Learning of Negotiation DialoguesConference on Empirical Methods in Natural Language Processing (EMNLP)Mike Lewis, Denis Yarats, Yann Dauphin, et al.2017 · 423 citations
21. Yin and Yang: Balancing and Answering Binary Visual Questions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPeng Zhang et al.2016 · 383 citations
22. Analyzing the Behavior of Visual Question Answering ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Aishwarya Agrawal, Dhruv Batra, Devi Parikh2016 · 371 citations
23. Visual StorytellingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ting-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 356 citations
24. Grad-CAM: Why did you say that? ↗arXiv (Cornell University) · no summary yetRamprasaath R. Selvaraju et al.2016 · 326 citations
25. Visual Dialog ↗arXiv (Cornell University) · no summary yetAbhishek Das et al.2016 · 283 citations
26. Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence ModelsarXiv:1610.02424Ashwin K Vijayakumar, Michael Cogswell, Ramprasath R. Selvaraju, et al.2016 · 282 citations
27. Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetRamprasaath R. Selvaraju et al.2019 · 278 citations
28. Improving Vision-and-Language Navigation with Image-Text Pairs from the Web ↗Lecture notes in computer science · no summary yetArjun Majumdar et al.2020 · 228 citations
29. Audio Visual Scene-Aware Dialog ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHuda Alamri et al.2019 · 218 citations
30. Natural Language Does Not Emerge ‘Naturally' in Multi-Agent Dialog ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetSatwik Kottur et al.2017 · 209 citations
31. Visual Coreference Resolution in Visual Dialog Using Neural Module Networks ↗Lecture notes in computer science · no summary yetSatwik Kottur et al.2018 · 200 citations
32. A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJörg Hendrik Kappes et al.2013 · 189 citations
33. LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation ↗arXiv (Cornell University) · no summary yetJianwei Yang et al.2017 · 186 citations
34. Pythia v0.1: the Winning Entry to the VQA Challenge 2018 ↗arXiv (Cornell University) · no summary yetYu Lian Jiang et al.2018 · 181 citations
35. Counting Everyday Objects in Everyday Scenes ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPrithvijit Chattopadhyay et al.2017 · 168 citations
36. Embodied Question Answering in Photorealistic Environments With Point Cloud Perception ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetErik Wijmans et al.2019 · 160 citations
37. Navigating to objects in the real world ↗Science Robotics · no summary yetThéophile Gervet et al.2023 · 136 citations
38. Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model ↗arXiv (Cornell University) · no summary yetJiasen Lu et al.2017 · 134 citations
39. Large-Scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline ↗Lecture notes in computer science · no summary yetVishvak Murahari et al.2020 · 130 citations
40. End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetChiori Hori et al.2019 · 128 citations
41. Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJoel Ye et al.2021 · 120 citations
42. OpenEQA: Embodied Question Answering in the Era of Foundation Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetArjun Majumdar et al.2024 · 119 citations
43. Interactively Co-segmentating Topically Related Images with Intelligent Scribble Guidance ↗International Journal of Computer Vision · no summary yetDhruv Batra et al.2011 · 112 citations
44. Multi-Target Embodied Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLicheng Yu et al.2019 · 105 citations
45. CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven CommunicationAnnual Meeting of the Association for Computational Linguistics (ACL)Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, et al.2019 · 94 citations
46. Spatially Aware Multimodal Transformers for TextVQA ↗Lecture notes in computer science · no summary yetYash Kant et al.2020 · 92 citations
47. Reducing Overfitting in Deep Networks by Decorrelating Representations ↗arXiv (Cornell University) · no summary yetMichael Cogswell et al.2015 · 86 citations
48. DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames ↗arXiv:1911.00357 · no summary yetErik Wijmans et al.2019 · 76 citations
49. Sort Story: Sorting Jumbled Images and Captions into Stories ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetHarsh Agrawal et al.2016 · 74 citations
50. THDA: Treasure Hunt Data Augmentation for Semantic Navigation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetOleksandr Maksymets et al.2021 · 70 citations
51. C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset ↗arXiv (Cornell University) · no summary yetAishwarya Agrawal et al.2017 · 64 citations
52. SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetDaniel Gordon et al.2019 · 63 citations
53. Chasing Ghosts: Instruction Following as Bayesian State Tracking ↗arXiv (Cornell University) · no summary yetPeter Anderson et al.2019 · 62 citations
54. Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetArijit Ray et al.2016 · 61 citations
55. Discriminative Re-ranking of Diverse Segmentations ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPayman Yadollahpour, Dhruv Batra, Gregory Shakhnarovich2013 · 60 citations
56. We are Humor Beings: Understanding and Predicting Visual Humor ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetArjun Chandrasekaran et al.2016 · 56 citations
57. CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetSatwik Kottur et al.2019 · 54 citations
58. Counterfactual Visual Explanations ↗arXiv (Cornell University) · no summary yetYash Goyal et al.2019 · 53 citations
59. Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering ↗arXiv (Cornell University) · no summary yetRamakrishna Vedantam et al.2019 · 53 citations
60. Seeing the Un-Scene: Learning Amodal Semantic Maps for Room Navigation ↗Lecture notes in computer science · no summary yetMedhini Narasimhan et al.2020 · 52 citations
61. Towards Transparent AI Systems: Interpreting Visual Question Answering Models ↗arXiv (Cornell University) · no summary yetYash Goyal et al.2016 · 51 citations
62. Embodied Amodal Recognition: Learning to Move to Perceive Objects ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJianwei Yang et al.2019 · 47 citations
63. Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance ↗Lecture notes in computer science · no summary yetRamprasaath R. Selvaraju et al.2018 · 44 citations
64. Dialog System Technology Challenge 7 ↗arXiv (Cornell University) · no summary yetKoichiro Yoshino et al.2019 · 40 citations
65. Improving Generative Visual Dialog by Answering Diverse Questions ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetVishvak Murahari et al.2019 · 39 citations
66. Neural Modular Control for Embodied Question Answering ↗CaltechAUTHORS (California Institute of Technology) · no summary yetAbhishek Das et al.2018 · 38 citations
67. Emergence of Compositional Language with Deep Generational Transmission ↗arXiv (Cornell University) · no summary yetMichael Cogswell et al.2019 · 37 citations
68. Visual Dialog ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetAbhishek Das et al.2018 · 36 citations
69. TarMAC: Targeted Multi-Agent Communication ↗arXiv (Cornell University) · no summary yetAbhishek Das et al.2018 · 34 citations
70. Measuring Machine Intelligence Through Visual Question Answering ↗AI Magazine · no summary yetC. Lawrence Zitnick et al.2016 · 33 citations
71. Inference for order reduction in Markov random fields ↗no summary yetAndrew Gallagher, Dhruv Batra, Devi Parikh2011 · 32 citations
72. Beyond trees: MRF inference via outer-planar decomposition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetDhruv Batra et al.2010 · 32 citations
73. Contrast and Classify: Training Robust VQA Models ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetYash Kant et al.2021 · 31 citations
74. Where Are You? Localization from Embodied Dialog ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMeera Hahn et al.2020 · 29 citations
75. Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7 ↗arXiv (Cornell University) · no summary yetHuda Alamri et al.2018 · 28 citations
76. Episodic Memory Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetSamyak Datta et al.2022 · 26 citations
77. Sim-to-Real Transfer for Vision-and-Language Navigation ↗arXiv (Cornell University) · no summary yetPeter Anderson et al.2020 · 26 citations
78. Embodied Multimodal Multitask Learning ↗International Joint Conference on Artificial Intelligence · no summary yetDevendra Singh Chaplot et al.2020 · 23 citations
79. Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents ↗arXiv (Cornell University) · no summary yetSamyak Datta et al.2020 · 21 citations
80. Embodied Visual Recognition ↗arXiv (Cornell University) · no summary yetJianwei Yang et al.2019 · 20 citations
81. CoDraw: Visual Dialog for Collaborative Drawing. ↗no summary yetJin-Hwa Kim et al.2017 · 17 citations
82. Seed Image Selection in interactive cosegmentation ↗Proceedings - International Conference on Image Processing · no summary yetDhruv Batra et al.2009 · 16 citations
83. Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future ↗arXiv (Cornell University) · no summary yetNan Rosemary Ke et al.2019 · 15 citations
84. Modeling the Long Term Future in Model-Based Reinforcement Learning ↗International Conference on Learning Representations · no summary yetNan Rosemary Ke et al.2018 · 14 citations
85. Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition ↗arXiv (Cornell University) · no summary yetJianwei Yang et al.2018 · 12 citations
86. Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data ↗arXiv (Cornell University) · no summary yetMichael Cogswell et al.2020 · 9 citations
87. SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetSameer Dharur et al.2021 · 5 citations
88. Talk The Walk: Navigating Grids in New York City through Grounded Dialogue ↗no summary yetHarm de Vries et al.2018 · 5 citations
89. Interactive Co-segmentation of Objects in Image Collections ↗SpringerBriefs in computer science · no summary yetDhruv Batra et al.2011 · 4 citations
90. IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL ↗International Joint Conference on Artificial Intelligence · no summary yetNirbhay Modhe et al.2020 · 3 citations
91. Response to "Visual Dialogue without Vision or Dialogue" (Massiceti et al., 2018) ↗arXiv (Cornell University) · no summary yetAbhishek Das, Devi Parikh, Dhruv Batra2019 · 3 citations
92. An Approach to Interactive Co-segmentation ↗SpringerBriefs in computer science · no summary yetDhruv Batra et al.2011 · 2 citations
93. Future of Co-segmentation ↗SpringerBriefs in computer science · no summary yetDhruv Batra et al.2011 · 1 citation
94. DS-VIC: Unsupervised Discovery of Decision States for Transfer in RL ↗arXiv (Cornell University) · no summary yetNirbhay Modhe et al.2019
95. Cross-Task Knowledge Transfer for Visually-Grounded Navigation ↗no summary yetDevendra Singh Chaplot et al.2018
96. Applications ↗SpringerBriefs in computer science · no summary yetDhruv Batra et al.2011
97. Introduction ↗SpringerBriefs in computer science · no summary yetDhruv Batra et al.2011
98. Cutout-search: Putting a name to the picture ↗2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops · no summary yetDhruv Batra et al.2009

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