Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
Selvaraju, Ramprasaath R., Cogswell, Michael, Das, Abhishek, Vedantam, Ramakrishna, Parikh, Devi, Batra, Dhruv
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (22.12.2017)
Published in 2017 IEEE International Conference on Computer Vision (ICCV) (22.12.2017)
Get full text
Conference Proceeding
Reframing explanation as an interactive medium: The EQUAS (Explainable QUestion Answering System) project
Ferguson, William, Batra, Dhruv, Mooney, Raymond, Parikh, Devi, Torralba, Antonio, Bau, David, Diller, David, Fasching, Josh, Fiotto‐Kaufman, Jaden, Goyal, Yash, Miller, Jeff, Moffitt, Kerry, Montes de Oca, Alex, Selvaraju, Ramprasaath R., Shrivastava, Ayush, Wu, Jialin, Lee, Stefan
Published in Applied AI Letters (01.12.2021)
Published in Applied AI Letters (01.12.2021)
Get full text
Journal Article
PreViTS: Contrastive Pretraining with Video Tracking Supervision
Chen, Brian, Selvaraju, Ramprasaath R., Chang, Shih-Fu, Niebles, Juan Carlos, Naik, Nikhil
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Get full text
Conference Proceeding
SQuINTing at VQA Models: Introspecting VQA Models With Sub-Questions
Selvaraju, Ramprasaath R., Tendulkar, Purva, Parikh, Devi, Horvitz, Eric, Tulio Ribeiro, Marco, Nushi, Besmira, Kamar, Ece
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Get full text
Conference Proceeding
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded
Selvaraju, Ramprasaath Ramasamy, Lee, Stefan, Shen, Yilin, Jin, Hongxia, Ghosh, Shalini, Heck, Larry, Batra, Dhruv, Parikh, Devi
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Get full text
Conference Proceeding
Counting Everyday Objects in Everyday Scenes
Chattopadhyay, Prithvijit, Vedantam, Ramakrishna, Selvaraju, Ramprasaath R., Batra, Dhruv, Parikh, Devi
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) (01.07.2017)
Get full text
Conference Proceeding
Development and validation of an AI-derived digital pathology-based biomarker to predict benefit of long-term androgen deprivation therapy with radiotherapy in men with localized high-risk prostate cancer across multiple phase III NRG/RTOG trials
Armstrong, Andrew J., Liu, Vinnie YT, Selvaraju, Ramprasaath R, Chen, Emmalyn, Simko, Jeffry, DeVries, Sandy, Sartor, A. Oliver, Sandler, Howard M., Mohamad, Osama, Esteva, Andre, Tran, Phuoc T., Spratt, Daniel Eidelberg, Carson, John H, Peters, Christopher A., Gore, Elizabeth, Lee, Steve P, Monson, Jedidiah Mercer, Rodgers, Joseph P., Feng, Felix Y, Nguyen, Paul L.
Published in Journal of clinical oncology (01.06.2023)
Published in Journal of clinical oncology (01.06.2023)
Get full text
Journal Article
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision
Shrivastava, Aman, Selvaraju, Ramprasaath R, Naik, Nikhil, Ordonez, Vicente
Year of Publication 13.12.2021
Year of Publication 13.12.2021
Get full text
Journal Article
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
Selvaraju, Ramprasaath R, Desai, Karan, Johnson, Justin, Naik, Nikhil
Year of Publication 08.12.2020
Year of Publication 08.12.2020
Get full text
Journal Article
PreViTS: Contrastive Pretraining with Video Tracking Supervision
Chen, Brian, Selvaraju, Ramprasaath R, Chang, Shih-Fu, Niebles, Juan Carlos, Naik, Nikhil
Year of Publication 01.12.2021
Year of Publication 01.12.2021
Get full text
Journal Article
TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation
Wang, Jun, Gao, Mingfei, Hu, Yuqian, Selvaraju, Ramprasaath R, Ramaiah, Chetan, Xu, Ran, JaJa, Joseph F, Davis, Larry S
Year of Publication 02.08.2022
Year of Publication 02.08.2022
Get full text
Journal Article
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Li, Junnan, Selvaraju, Ramprasaath R, Gotmare, Akhilesh Deepak, Joty, Shafiq, Xiong, Caiming, Hoi, Steven
Year of Publication 15.07.2021
Year of Publication 15.07.2021
Get full text
Journal Article
Trick or TReAT: Thematic Reinforcement for Artistic Typography
Tendulkar, Purva, Krishna, Kalpesh, Selvaraju, Ramprasaath R, Parikh, Devi
Year of Publication 19.03.2019
Year of Publication 19.03.2019
Get full text
Journal Article
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency
Dharur, Sameer, Tendulkar, Purva, Batra, Dhruv, Parikh, Devi, Selvaraju, Ramprasaath R
Year of Publication 20.10.2020
Year of Publication 20.10.2020
Get full text
Journal Article
SQuINTing at VQA Models: Introspecting VQA Models with Sub-Questions
Selvaraju, Ramprasaath R, Tendulkar, Purva, Parikh, Devi, Horvitz, Eric, Ribeiro, Marco, Nushi, Besmira, Kamar, Ece
Year of Publication 19.01.2020
Year of Publication 19.01.2020
Get full text
Journal Article