vix.ing · top · new · best · stats · spec

Abhishek Das

  1. Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization
    2019/10/11 by Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das +3 · 506 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  2. Visual Dialog
    2016/11/26 by Abhishek Das, Satwik Kottur, Das, Abhishek +13 · 2 voices · 19 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
  3. EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations
    2023/06/21 by Yi-Lun Liao, Brandon C. Wood, Liao, Yi-Lun +6 · 1 voice · 51 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Machine Learning in Materials Science #Topic Modeling #cs.AI #cs.LG #physics.comp-ph
  4. Grad-CAM: Why did you say that?
    2016/11/22 by Ramprasaath R. Selvaraju, Abhishek Das, Selvaraju, Ramprasaath R +9 · 25 citations
    Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Domain Adaptation and Few-Shot Learning
  5. Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale
    2022/04/07 by Ram Ramrakhya, Ramrakhya, Ram, Eric Undersander +5 · 20 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO) #Social Robot Interaction and HRI
  6. HM3D-OVON: A Dataset and Benchmark for Open-Vocabulary Object Goal Navigation
    2024/09/22 by Naoki Yokoyama, Ram Ramrakhya, Yokoyama, Naoki +7 · 24 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  7. UMA: A Family of Universal Models for Atoms
    2025/06/30 by Brandon M. Wood, Wood, Brandon M., Misko Dzamba +33 · 49 citations
    Materials Science · Decision Sciences · Chemical Engineering · #Machine Learning in Materials Science #Scientific Computing and Data Management #Catalysis and Oxidation Reactions
  8. Human Attention in Visual Question Answering: Do Humans and Deep\n Networks Look at the Same Regions?
    2016/06/17 by Abhishek Das, Das, Abhishek, Harsh Agrawal +7 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  9. An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
    2020/10/14 by C. Lawrence Zitnick, Lowik Chanussot, Zitnick, C. Lawrence +32 · 6 citations
    Energy · Engineering · Materials Science · #Computational Engineering #Electrocatalysts for Energy Conversion #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fuel Cells and Related Materials #Hybrid Renewable Energy Systems #I.2.6 #J.2 #Machine Learning (cs.LG) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #and Science (cs.CE)
  10. ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
    2021/03/02 by Weihua Hu, Muhammed Shuaibi, Hu, Weihua +13 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Protein Structure and Dynamics
  11. Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations
    2022/03/18 by Anuroop Sriram, Sriram, Anuroop, Abhishek Das +7 · 6 citations
    Materials Science · #Computational Physics (physics.comp-ph) #Electron and X-Ray Spectroscopy Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #X-ray Diffraction in Crystallography
  12. Detecting Hate Speech in Multi-modal Memes
    2020/12/29 by Abhishek Das, Japsimar Singh Wahi, Das, Abhishek +3 · 5 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Humor Studies and Applications #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  13. The Open DAC 2023 Dataset and Challenges for Sorbent Discovery in Direct Air Capture
    2023/11/01 by Anuroop Sriram, Sihoon Choi, Sriram, Anuroop +14 · 7 citations
    Chemistry · Engineering · Materials Science · #Metal-Organic Frameworks: Synthesis and Applications #Carbon Dioxide Capture Technologies #Machine Learning in Materials Science
  14. NarrationBot and InfoBot: A Hybrid System for Automated Video Description
    2021/11/07 by Shasta Ihorn, Yue-Ting Siu, Ihorn, Shasta +15 · 1 voice · 1 citation
    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization #cs.CV #cs.HC #cs.LG
  15. Neural Modular Control for Embodied Question Answering
    2018/10/26 by Abhishek Das, Georgia Gkioxari, Das, Abhishek +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  16. Cytokines induced during chronic hepatitis B virus infection promote a pathway for NK cell–mediated liver damage
    2007/03/12 by Claire Dunn, Maurizia Rossana Brunetto, Maurizia Brunetto +19 · 2 citations
    Immunology and Microbiology · Medicine · #Immune Cell Function and Interaction #Hepatitis B Virus Studies #Viral gastroenteritis research and epidemiology
  17. Auxiliary Tasks Speed Up Learning PointGoal Navigation
    2020/07/09 by Joel Ye, Dhruv Batra, Ye, Joel +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO) #Topic Modeling
  18. Rotation Invariant Graph Neural Networks using Spin Convolutions
    2021/06/17 by Muhammed Shuaibi, Shuaibi, Muhammed, Adeesh Kolluru +11 · 2 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling #Advanced Graph Neural Networks
  19. End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features
    2018/06/21 by Chiori Hori, Huda Alamri, Hori, Chiori +23 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  20. 10-Fold Increase in Hydrogen Atom Transfer Reactivity for a Series of <i>S</i> = 1 Fe<sup>IV</sup>═O Complexes Over the <i>S</i> = 2 [(TQA)Fe<sup>IV</sup>═O]<sup>2+</sup> Complex via Entropic Lowering of Reaction Barriers by Secondary Sphere Cycloalkyl Substitution
    2024/12/19 by Abhishek Das, Nabhendu Pal, Jin Xiong +4 · 1 voice · 2 citations
    Chemistry · Medicine · Biochemistry, Genetics and Molecular Biology · #Metal-Catalyzed Oxygenation Mechanisms #Metal complexes synthesis and properties #Photosynthetic Processes and Mechanisms