Abhishek Das

22 papers · 2016–2025 · 11 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (47) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Gold 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Keyword Champion (3) 🧭 Keyword Pioneer 🧬 Topic Evolution 🤝 Dynamic Duo (16) ❓ The Questioner 🔥 Unstoppable · Silver 💎 Century Club · Bronze 🌈 Renaissance Researcher (6) 🗃️ Keyword Collector (95) 📈 Trend Setter

Venues

CVPR (6) ICCV (3) CoRL (2) EMNLP (2) ICLR (2) ICML (2) ACL (1) ECCV (1) IJCAI (1) NeurIPS (1) SemEval (1)

Top co-authors

Dhruv Batra (16) Devi Parikh (11) Stefan Lee (5) Erik Wijmans (4) Georgia Gkioxari (3) Anuroop Sriram (2) Joel Ye (2) Ram Ramrakhya (2) Brandon M Wood (2) Irfan Essa (2)

Research topics

Artificial Intelligence (15) Core AI (13) Machine Learning (11) Deep Learning (10) Learning Types · Machine Learning (10) Reinforcement Learning (8) Computer Vision (6) Applications · Reinforcement Learning (6) Learning Types · Deep Learning (6) Methods (6) Natural Language Processing (5) Architectures (5) Robotics (4) Applications · Natural Language Processing (4) Capabilities (3)

Keywords

reinforcement learning (8) imitation learning (4) visual dialog (4) visual question answering (3) embodied question answering (3) graph neural network (3) force prediction (3) question answering (2) self-supervised learning (2) object navigation (2) partial observability (2) embodied agent (2) embodied ai (2) multimodal learning (2) object goal navigation (2) embodied navigation (2) robot navigation (2) visual navigation (2) behavior cloning (2) conversational ai (1)

Papers

Trans-Sent at SemEval-2025 Task 11: Text-based Multi-label Emotion Detection using Pre-Trained BERT Transformer Models SemEval 2025 EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations ICLR 2024 PIRLNav: Pretraining With Imitation and RL Finetuning for ObjectNav CVPR 2023 Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale CVPR 2022 Spherical Channels for Modeling Atomic Interactions NeurIPS 2022 Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations ICLR 2022 Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ICCV 2021 Auxiliary Tasks Speed Up Learning Point Goal Navigation CoRL 2020 IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL IJCAI 2020 Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline ECCV 2020 Probing Emergent Semantics in Predictive Agents via Question Answering ICML 2020 Audio Visual Scene-Aware Dialog CVPR 2019 Embodied Question Answering in Photorealistic Environments With Point Cloud Perception CVPR 2019 Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019 TarMAC: Targeted Multi-Agent Communication ICML 2019 Connecting Language and Vision to Actions ACL 2018 Embodied Question Answering CVPR 2018 Neural Modular Control for Embodied Question Answering CoRL 2018 Grad-CAM: Visual Explanations From Deep Networks via Gradient-Based Localization ICCV 2017 Learning Cooperative Visual Dialog Agents With Deep Reinforcement Learning ICCV 2017 Visual Dialog CVPR 2017 Human Attention in Visual Question Answering: Do Humans and Deep Networks look at the same regions? EMNLP 2016