Ramprasaath R. Selvaraju
Ramprasaath R. Selvaraju
Salesforce Research
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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
RR Selvaraju, M Cogswell, A Das, R Vedantam, D Parikh, D Batra
Proceedings of the IEEE International Conference on Computer Vision, 618-626, 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
R R. Selvaraju, M Cogswell, A Das, R Vedantam, D Parikh, D Batra
International Journal of Computer Vision, 1–24, 2019
Grad-cam: Why did you say that?
RR Selvaraju, A Das, R Vedantam, M Cogswell, D Parikh, D Batra
arXiv preprint arXiv:1611.07450, 2016
Diverse Beam Search: Decoding Diverse Solutions from Neural Sequence Models
AK Vijayakumar, M Cogswell, RR Selvaraju, Q Sun, S Lee, D Crandall, ...
arXiv preprint arXiv:1610.02424, 2016
Taking a hint: Leveraging explanations to make vision and language models more grounded
RR Selvaraju, S Lee, Y Shen, H Jin, S Ghosh, L Heck, D Batra, D Parikh
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
Diverse beam search for improved description of complex scenes
A Vijayakumar, M Cogswell, R Selvaraju, Q Sun, S Lee, D Crandall, ...
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
Counting everyday objects in everyday scenes
P Chattopadhyay, R Vedantam, R RS, D Batra, D Parikh
arXiv preprint arXiv:1604.03505, 2016
Align before fuse: Vision and language representation learning with momentum distillation
J Li, R Selvaraju, A Gotmare, S Joty, C Xiong, SCH Hoi
Advances in neural information processing systems 34, 9694-9705, 2021
Proceedings of the IEEE international conference on computer vision
RR Selvaraju, M Cogswell, A Das, R Vedantam, D Parikh, D Batra
IEEE, 2017
The semantic paintbrush: Interactive 3d mapping and recognition in large outdoor spaces
O Miksik, V Vineet, M Lidegaard, R Prasaath, M Nießner, S Golodetz, ...
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing …, 2015
SQuINTing at VQA Models: Interrogating VQA Models with Sub-Questions.
RR Selvaraju, P Tendulkar, D Parikh, E Horvitz, M Ribeiro, B Nushi, ...
Choose your neuron: Incorporating domain knowledge through neuron-importance
RR Selvaraju, P Chattopadhyay, M Elhoseiny, T Sharma, D Batra, ...
Proceedings of the European conference on computer vision (ECCV), 526-541, 2018
Casting your model: Learning to localize improves self-supervised representations
RR Selvaraju, K Desai, J Johnson, N Naik
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Grad-CAM: why did you say that
R Ramprasaath, D Abhishek, V Ramakrishna, C Michael, P Devi, B Dhruv
Visual explanations from deep networks via gradient-based localization, 2016
Diverse beam search: Decoding diverse solutions from neural sequence models. arXiv preprint arXiv: 161002424
AK Vijayakumar, M Cogswell, RR Selvaraju, Q Sun, S Lee, D Crandall, ...
Automated colorimetric analysis in paper based sensors
S Garg, RS Ramprasaath, S Kapur, KMM Rao
2014 IEEE International Conference on Image Processing (ICIP), 3607-3611, 2014
Trick or TReAT: Thematic reinforcement for artistic typography
P Tendulkar, K Krishna, RR Selvaraju, D Parikh
arXiv preprint arXiv:1903.07820, 2019
Reframing explanation as an interactive medium: The EQUAS (Explainable QUestion Answering System) project
W Ferguson, D Batra, R Mooney, D Parikh, A Torralba, D Bau, D Diller, ...
Applied AI Letters 2 (4), e60, 2021
PreViTS: Contrastive Pretraining with Video Tracking Supervision
B Chen, RR Selvaraju, SF Chang, JC Niebles, N Naik
arXiv preprint arXiv:2112.00804, 2021
CLIP-Lite: Information Efficient Visual Representation Learning from Textual Annotations
A Shrivastava, RR Selvaraju, N Naik, V Ordonez
arXiv preprint arXiv:2112.07133, 2021
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