Santhosh Kumar Ramakrishnan

13 papers · 2021–2025 · 4 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Gold 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (34) 🤝 Dynamic Duo (11)

🤝 Dynamic Duo (11) ⚡ Prolific Year · Productive 🔥 Unstoppable · Bronze ❓ The Questioner 💎 Century Club · Bronze 🌈 Renaissance Researcher (6) 🗃️ Keyword Collector (74)

Venues

CVPR (6) ICLR (3) NeurIPS (3) ICML (1)

Top co-authors

Kristen Grauman (11) Ziad Al-Halah (6) Tushar Nagarajan (4) Jitendra Malik (3) Sean Crane (2) Triantafyllos Afouras (2) James Hillis (2) Mingfei Yan (2) Yifei Huang (2) Miguel Martin (2)

Research topics

Artificial Intelligence (10) Computer Vision (9) Core AI (9) Machine Learning (8) Domain-Specific (7) Processing (5) Learning Types (4) Deep Learning (3) Reinforcement Learning (3) Analysis (3) Application Areas (3) Applications (3) Interdisciplinary (2) Robotics (2) Cognitive Science (2)

Keywords

egocentric video (5) video understanding (4) zero-shot learning (3) reinforcement learning (3) episodic memory (3) egocentric vision (2) visual navigation (2) object goal navigation (2) activity recognition (2) scene understanding (1) supervised learning (1) multimodal learning (1) pose estimation (1) data augmentation (1) knowledge distillation (1) transfer learning (1) hand pose estimation (1) self-supervised learning (1) object localization (1) video retrieval (1)

Papers

Does Spatial Cognition Emerge in Frontier Models? ICLR 2025 Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives CVPR 2024 EgoEnv: Human-centric environment representations from egocentric video NeurIPS 2023 Habitat-Matterport 3D Semantics Dataset CVPR 2023 NaQ: Leveraging Narrations As Queries To Supervise Episodic Memory CVPR 2023 Single-Stage Visual Query Localization in Egocentric Videos NeurIPS 2023 SpotEM: Efficient Video Search for Episodic Memory ICML 2023 Video-Mined Task Graphs for Keystep Recognition in Instructional Videos NeurIPS 2023 Ego4D: Around the World in 3,000 Hours of Egocentric Video CVPR 2022 Environment Predictive Coding for Visual Navigation ICLR 2022 PONI: Potential Functions for ObjectGoal Navigation With Interaction-Free Learning CVPR 2022 Zero Experience Required: Plug & Play Modular Transfer Learning for Semantic Visual Navigation CVPR 2022 Learning to Set Waypoints for Audio-Visual Navigation ICLR 2021