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ORCIDRamprasaath R. Selvaraju
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2020 – today
- 2023
[c14]Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez:
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision. AISTATS 2023: 8433-8447- [c13]Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik:
PreViTS: Contrastive Pretraining with Video Tracking Supervision. WACV 2023: 1560-1570 - 2022
- [c12]Jun Wang, Mingfei Gao, Yuqian Hu, Ramprasaath R. Selvaraju, Chetan Ramaiah, Ran Xu, Joseph F. JáJá, Larry Davis:
TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation. BMVC 2022: 33 - [c11]Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman
, Nikhil Naik:
Can domain adaptation make object recognition work for everyone? CVPR Workshops 2022: 3980-3987 - [i15]Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik:
Can domain adaptation make object recognition work for everyone? CoRR abs/2204.11122 (2022) - [i14]Jun Wang, Mingfei Gao, Yuqian Hu, Ramprasaath R. Selvaraju, Chetan Ramaiah, Ran Xu, Joseph F. JáJá, Larry S. Davis:
TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation. CoRR abs/2208.01813 (2022) - 2021
- [c10]Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik:
CASTing Your Model: Learning To Localize Improves Self-Supervised Representations. CVPR 2021: 11058-11067 - [c9]Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju:
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. NAACL-HLT 2021: 3103-3111 - [c8]Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi:
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. NeurIPS 2021: 9694-9705 - [i13]Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq R. Joty, Caiming Xiong, Steven C. H. Hoi:
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. CoRR abs/2107.07651 (2021) - [i12]Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik:
PreViTS: Contrastive Pretraining with Video Tracking Supervision. CoRR abs/2112.00804 (2021) - [i11]Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez:
CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations. CoRR abs/2112.07133 (2021) - 2020
- [j1]Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra:
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. Int. J. Comput. Vis. 128(2): 336-359 (2020) - [c7]Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Túlio Ribeiro, Besmira Nushi, Ece Kamar:
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions. CVPR 2020: 10000-10008 - [i10]Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar:
SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions. CoRR abs/2001.06927 (2020) - [i9]Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju:
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. CoRR abs/2010.10038 (2020) - [i8]Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik:
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations. CoRR abs/2012.04630 (2020)
2010 – 2019
- 2019
- [c6]Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh:
Trick or TReAT : Thematic Reinforcement for Artistic Typography. ICCC 2019: 188-195 - [c5]Ramprasaath Ramasamy Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Shalini Ghosh, Larry P. Heck, Dhruv Batra, Devi Parikh:
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. ICCV 2019: 2591-2600 - [i7]Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Dhruv Batra, Devi Parikh:
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. CoRR abs/1902.03751 (2019) - [i6]Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh:
Trick or TReAT: Thematic Reinforcement for Artistic Typography. CoRR abs/1903.07820 (2019) - 2018
- [c4]Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David J. Crandall, Dhruv Batra:
Diverse Beam Search for Improved Description of Complex Scenes. AAAI 2018: 7371-7379 - [c3]Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee:
Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance. ECCV (13) 2018: 540-556 - [i5]Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee:
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. CoRR abs/1808.02861 (2018) - 2017
- [c2]Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh:
Counting Everyday Objects in Everyday Scenes. CVPR 2017: 4428-4437 - [c1]Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra:
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. ICCV 2017: 618-626 - 2016
- [i4]Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh:
Counting Everyday Objects in Everyday Scenes. CoRR abs/1604.03505 (2016) - [i3]Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra:
Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization. CoRR abs/1610.02391 (2016) - [i2]Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David J. Crandall, Dhruv Batra:
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models. CoRR abs/1610.02424 (2016) - [i1]Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra:
Grad-CAM: Why did you say that? CoRR abs/1611.07450 (2016)
Coauthor Index
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