Shamit Lal

4 papers · 2020–2021 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ICLR (2) CoRL (1) CVPR (1)

Top co-authors

Katerina Fragkiadaki (4) Mihir Prabhudesai (3) Hsiao-Yu Tung (3) Zhou Xian (2) Ishita Mediratta (1) Adam W Harley (1) Darshan Patil (1) Adam W. Harley (1) Emmanouil Antonios Platanios (1)

Research topics

Deep Learning (3) Artificial Intelligence (2) Computer Vision (2) Machine Learning (2) Analysis (2) Learning Paradigms (2) Learning Types · Deep Learning (2) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1)

Keywords

self-supervised learning (2) feature learning (1) few-shot learning (1) sim-to-real transfer (1) scene understanding (1) object detection (1) visual question answering (1) object tracking (1) feature representation (1) 3d object detection (1) 3d representation (1) dynamics model (1) 3d scene representation (1) rgb-d image (1) prototypical network (1) agent system (1) graph neural network (1) neural renderer (1) view prediction (1) object factorization (1)

Papers

CoCoNets: Continuous Contrastive 3D Scene Representations CVPR 2021 Disentangling 3D Prototypical Networks for Few-Shot Concept Learning ICLR 2021 HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks ICLR 2021 3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators CoRL 2020