Das, Abhishek

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Selvaraju, R. R., Cogswell, M., Das, A., Vedantam, R., Parikh, D., & Batra, D. (2017) · 2017 IEEE International Conference on Computer Vision (ICCV)

Explainable Artificial Intelligence (XAI)Advanced Neural Network Applications

Cited by 24,513

Visual Dialog

Das, A., Kottur, S., Gupta, K., Singh, A., Yadav, D., Moura, J. M. F., Parikh, D., & Batra, D. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsSpeech and dialogue systems

Cited by 445

Embodied Question Answering

Das, A., Datta, S., Gkioxari, G., Lee, S., Parikh, D., & Batra, D. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reinforcement Learning in RoboticsMultimodal Machine Learning Applications

Cited by 410

The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts

Tran, R., Lan, J., Shuaibi, M., Wood, B. M., Goyal, S., Das, A., Heras-Domingo, J., Kolluru, A., Rizvi, A., Shoghi, N., et al. (2023) · ACS Catalysis

Machine Learning in Materials ScienceElectrocatalysts for Energy Conversion

Cited by 329

Auxiliary Tasks and Exploration Enable ObjectGoal Navigation

Ye, J., Batra, D., Das, A., & Wijmans, E. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Reinforcement Learning in RoboticsRobotics and Sensor-Based Localization

Cited by 120

Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale

Ramrakhya, R., Undersander, E., Batra, D., & Das, A. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 90

HM3D-OVON: A Dataset and Benchmark for Open-Vocabulary Object Goal Navigation

Yokoyama, N., Ramrakhya, R., Das, A., Batra, D., & Ha, S. (2024) · 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 22