Ramprasaath R. Selvaraju
Ramprasaath R. Selvaraju
Salesforce Research
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Viittaukset
Viittaukset
Vuosi
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
39312017
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
38982019
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
2062016
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
1642016
Counting everyday objects in everyday scenes
P Chattopadhyay, R Vedantam, R RS, D Batra, D Parikh
arXiv preprint arXiv:1604.03505, 2016
842016
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
692018
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
542019
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
472015
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
202018
Squinting at vqa models: Interrogating vqa models with sub-questions
RR Selvaraju, P Tendulkar, D Parikh, E Horvitz, M Ribeiro, B Nushi, ...
arXiv preprint arXiv:2001.06927, 2020
11*2020
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
52014
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations
RR Selvaraju, K Desai, J Johnson, N Naik
arXiv preprint arXiv:2012.04630, 2020
2020
SOrT-ing VQA Models: Contrastive Gradient Learning for Improved Consistency
S Dharur, P Tendulkar, D Batra, D Parikh, RR Selvaraju
arXiv preprint arXiv:2010.10038, 2020
2020
Explaining Model Decisions and Fixing them via Human Feedback
R Ramasamy Selvaraju
Georgia Institute of Technology, 2020
2020
Trick or TReAT: Thematic Reinforcement for Artistic Typography
P Tendulkar, K Krishna, RR Selvaraju, D Parikh
arXiv preprint arXiv:1903.07820, 2019
2019
Devi Parikh1, 2 Dhruv Batra1, 2 1Georgia Institute of Technology 2Facebook AI Research
RR Selvaraju, M Cogswell, A Das, R Vedantam
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Artikkelit 1–16