Ramprasaath R. Selvaraju

29 papers A* 6A 3C 1Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	A	`conf`	CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision. AISTATS Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez
2023	A	`conf`	PreViTS: Contrastive Pretraining with Video Tracking Supervision. WACV Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik
2022	—	`conf`	Can domain adaptation make object recognition work for everyone? CVPR Workshops Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik
2022	J	`jnl`	Can domain adaptation make object recognition work for everyone? CoRR Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik
2022	A	`conf`	TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation. BMVC Jun Wang, Mingfei Gao, Yuqian Hu, Ramprasaath R. Selvaraju, Chetan Ramaiah, Ran Xu, Joseph F. JáJá, Larry Davis
2022	J	`jnl`	TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation. CoRR Jun Wang, Mingfei Gao, Yuqian Hu, Ramprasaath R. Selvaraju, Chetan Ramaiah, Ran Xu, Joseph F. JáJá, Larry S. Davis
2021	A*	`conf`	Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. NeurIPS Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Gotmare, Shafiq R. Joty, Caiming Xiong, Steven Chu-Hong Hoi
2021	J	`jnl`	Align before Fuse: Vision and Language Representation Learning with Momentum Distillation. CoRR Junnan Li, Ramprasaath R. Selvaraju, Akhilesh Deepak Gotmare, Shafiq R. Joty, Caiming Xiong, Steven C. H. Hoi
2021	A*	`conf`	CASTing Your Model: Learning To Localize Improves Self-Supervised Representations. CVPR Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik
2021	J	`jnl`	CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations. CoRR Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez
2021	J	`jnl`	PreViTS: Contrastive Pretraining with Video Tracking Supervision. CoRR Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik
2021	—	`conf`	SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. NAACL-HLT Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju
2020	J	`jnl`	CASTing Your Model: Learning to Localize Improves Self-Supervised Representations. CoRR Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik
2020	J	`jnl`	Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. Int. J. Comput. Vis. Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra
2020	J	`jnl`	SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. CoRR Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju
2020	J	`jnl`	SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions. CoRR Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Ribeiro, Besmira Nushi, Ece Kamar
2020	A*	`conf`	SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions. CVPR Ramprasaath R. Selvaraju, Purva Tendulkar, Devi Parikh, Eric Horvitz, Marco Túlio Ribeiro, Besmira Nushi, Ece Kamar
2019	J	`jnl`	Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded. CoRR Ramprasaath R. Selvaraju, Stefan Lee, Yilin Shen, Hongxia Jin, Dhruv Batra, Devi Parikh
2019	C	`conf`	Trick or TReAT : Thematic Reinforcement for Artistic Typography. ICCC Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh
2019	J	`jnl`	Trick or TReAT: Thematic Reinforcement for Artistic Typography. CoRR Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh
2018	—	`conf`	Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance. ECCV (13) Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee
2018	J	`jnl`	Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance. CoRR Ramprasaath R. Selvaraju, Prithvijit Chattopadhyay, Mohamed Elhoseiny, Tilak Sharma, Dhruv Batra, Devi Parikh, Stefan Lee
2018	A*	`conf`	Diverse Beam Search for Improved Description of Complex Scenes. AAAI Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David J. Crandall, Dhruv Batra
2017	A*	`conf`	Counting Everyday Objects in Everyday Scenes. CVPR Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh
2017	A*	`conf`	Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization. ICCV Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, Ramakrishna Vedantam, Devi Parikh, Dhruv Batra
2016	J	`jnl`	Counting Everyday Objects in Everyday Scenes. CoRR Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh
2016	J	`jnl`	Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models. CoRR Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David J. Crandall, Dhruv Batra
2016	J	`jnl`	Grad-CAM: Why did you say that? CoRR Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra
2016	J	`jnl`	Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization. CoRR Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra