Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization von Selvaraju, Ramprasaath R., Cogswell, Michael, Das, Abhishek, Vedantam, Ramakrishna, Parikh, Devi, Batra, Dhruv

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Reframing explanation as an interactive medium: The EQUAS (Explainable QUestion Answering System) project von 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

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Choose Your Neuron: Incorporating Domain Knowledge Through Neuron-Importance von R. Selvaraju, Ramprasaath, Chattopadhyay, Prithvijit, Elhoseiny, Mohamed, Sharma, Tilak, Batra, Dhruv, Parikh, Devi, Lee, Stefan

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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 h... von 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.

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Can domain adaptation make object recognition work for everyone? von Prabhu, Viraj, Selvaraju, Ramprasaath R, Hoffman, Judy, Naik, Nikhil

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CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision von Shrivastava, Aman, Selvaraju, Ramprasaath R, Naik, Nikhil, Ordonez, Vicente

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CASTing Your Model: Learning to Localize Improves Self-Supervised Representations von Selvaraju, Ramprasaath R, Desai, Karan, Johnson, Justin, Naik, Nikhil

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PreViTS: Contrastive Pretraining with Video Tracking Supervision von Chen, Brian, Selvaraju, Ramprasaath R, Chang, Shih-Fu, Niebles, Juan Carlos, Naik, Nikhil

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TAG: Boosting Text-VQA via Text-aware Visual Question-answer Generation von Wang, Jun, Gao, Mingfei, Hu, Yuqian, Selvaraju, Ramprasaath R, Ramaiah, Chetan, Xu, Ran, JaJa, Joseph F, Davis, Larry S

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Align before Fuse: Vision and Language Representation Learning with Momentum Distillation von Li, Junnan, Selvaraju, Ramprasaath R, Gotmare, Akhilesh Deepak, Joty, Shafiq, Xiong, Caiming, Hoi, Steven

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CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision von Shrivastava, Aman, Selvaraju, Ramprasaath R, Naik, Nikhil, Ordonez, Vicente

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Trick or TReAT: Thematic Reinforcement for Artistic Typography von Tendulkar, Purva, Krishna, Kalpesh, Selvaraju, Ramprasaath R, Parikh, Devi

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SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency von Dharur, Sameer, Tendulkar, Purva, Batra, Dhruv, Parikh, Devi, Selvaraju, Ramprasaath R

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SQuINTing at VQA Models: Introspecting VQA Models with Sub-Questions von Selvaraju, Ramprasaath R, Tendulkar, Purva, Parikh, Devi, Horvitz, Eric, Ribeiro, Marco, Nushi, Besmira, Kamar, Ece

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Can domain adaptation make object recognition work for everyone? von Prabhu, Viraj, Selvaraju, Ramprasaath R, Hoffman, Judy, Naik, Nikhil

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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization von Selvaraju, Ramprasaath R, Cogswell, Michael, Das, Abhishek, Vedantam, Ramakrishna, Parikh, Devi, Batra, Dhruv

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PreViTS: Contrastive Pretraining with Video Tracking Supervision von Chen, Brian, Selvaraju, Ramprasaath R, Shih-Fu, Chang, Niebles, Juan Carlos, Naik, Nikhil

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CASTing Your Model: Learning to Localize Improves Self-Supervised Representations von Selvaraju, Ramprasaath R, Desai, Karan, Johnson, Justin, Naik, Nikhil

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Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance von Selvaraju, Ramprasaath R, Chattopadhyay, Prithvijit, Elhoseiny, Mohamed, Sharma, Tilak, Batra, Dhruv, Parikh, Devi, Lee, Stefan

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Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded von Selvaraju, Ramprasaath R, Lee, Stefan, Shen, Yilin, Jin, Hongxia, Ghosh, Shalini, Heck, Larry, Batra, Dhruv, Parikh, Devi

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