Nitin Kamra

4 papers · 2020–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICCV (2) NeurIPS (1) UAI (1)

Top co-authors

Yan Liu (2) Ruta Desai (2) Dhruvesh Patel (1) Akshara Rai (1) Brian Chen (1) Hao Zhu (1) Unnat Jain (1) Michael Louis Iuzzolino (1) Rishi Hazra (1) Ming Zhang (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Mathematics & Optimization (1) Learning Types (1) Optimization (1) Optimization & Theory (1)

Keywords

gradient-based optimization (1) attention mechanism (1) trajectory prediction (1) resource allocation (1) implicit differentiation (1) relational model (1) vision-language model (1) pre-trained language model (1) egocentric video (1) visual planning (1) motion prediction (1) interaction modeling (1) multi-step task (1) multi-step goal (1) neuro-symbolic reasoning (1) fuzzy logic (1) multi-agent system (1) action forecasting (1) video action segmentation (1) task verification (1)

Papers

EgoTV: Egocentric Task Verification from Natural Language Task Descriptions ICCV 2023 Pretrained Language Models as Visual Planners for Human Assistance ICCV 2023 Gradient-based optimization for multi-resource spatial coverage problems UAI 2021 Multi-agent Trajectory Prediction with Fuzzy Query Attention NeurIPS 2020