Rishi Desai

3 papers · 2021–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

AISTATS (1) CVPR (1) ICCV (1)

Top co-authors

Jingwei Ji (2) Juan Carlos Niebles (2) Chris J. Cundy (1) Haofeng Chen (1) Ehsan Adeli (1) Shun Ishizaka (1) Stefano Ermon (1) Kazuki Kozuka (1) Nishant Rai (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Reinforcement Learning (1) Security & Privacy (1) Analysis (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types · Deep Learning (1) Methods (1) Privacy (1)

Keywords

transformer architecture (1) few-shot learning (1) action recognition (1) pose estimation (1) policy gradient (1) multimodal learning (1) video understanding (1) video analysis (1) mutual information (1) multi-view learning (1) cooperative learning (1) privacy constraint (1) sensitive state (1) information disclosure (1) model-based gradient (1) compositional action (1) atomic action (1) few-shot action recognition (1) hierarchical action recognition (1) spatial-temporal reasoning (1)

Papers

Privacy-Constrained Policies via Mutual Information Regularized Policy Gradients AISTATS 2024 Detecting Human-Object Relationships in Videos ICCV 2021 Home Action Genome: Cooperative Compositional Action Understanding CVPR 2021