Ramprasaath R. Selvaraju

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 29

Top Topics

Domain Adaptation

Visual Representations

Top Venues

Publications

Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik
PreViTS: Contrastive Pretraining with Video Tracking Supervision. WACV (2023)
Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision. AISTATS (2023)
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 (2022)
Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik
Can domain adaptation make object recognition work for everyone? CVPR Workshops (2022)
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)
Viraj Prabhu, Ramprasaath R. Selvaraju, Judy Hoffman, Nikhil Naik
Can domain adaptation make object recognition work for everyone? CoRR (2022)
Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. NAACL-HLT (2021)
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)
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 (2021)
Aman Shrivastava, Ramprasaath R. Selvaraju, Nikhil Naik, Vicente Ordonez
CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations. CoRR (2021)
Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik
CASTing Your Model: Learning To Localize Improves Self-Supervised Representations. CVPR (2021)
Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik
PreViTS: Contrastive Pretraining with Video Tracking Supervision. CoRR (2021)
Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency. CoRR (2020)
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 (2020)
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) (2020)
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)
Ramprasaath R. Selvaraju, Karan Desai, Justin Johnson, Nikhil Naik
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations. CoRR (2020)
Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh
Trick or TReAT: Thematic Reinforcement for Artistic Typography. CoRR (2019)
Purva Tendulkar, Kalpesh Krishna, Ramprasaath R. Selvaraju, Devi Parikh
Trick or TReAT : Thematic Reinforcement for Artistic Typography. ICCC (2019)
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 (2019)
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 (2018)
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)
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)
Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh
Counting Everyday Objects in Everyday Scenes. CVPR (2017)
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)
Prithvijit Chattopadhyay, Ramakrishna Vedantam, Ramprasaath R. Selvaraju, Dhruv Batra, Devi Parikh
Counting Everyday Objects in Everyday Scenes. CoRR (2016)
Ramprasaath R. Selvaraju, Abhishek Das, Ramakrishna Vedantam, Michael Cogswell, Devi Parikh, Dhruv Batra
Grad-CAM: Why did you say that? CoRR (2016)
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 (2016)
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 (2016)