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Davis Rempe

15 papers · 2019–2025 · 6 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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+4 more ↓ πŸŒ‰ Interdisciplinary Bridge Β· Gold πŸ—ΊοΈ Taxonomy Completionist (28) 🌍 Conference Polyglot Β· Silver 🐣 Hot Topic Early Bird πŸƒ Academic Marathon Β· Sprint
πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (69)

Venues

CVPR (4) ECCV (4) ICCV (3) NeurIPS (2) CoRL (1) WACV (1)

Top co-authors

Leonidas J. Guibas (6) Srinath Sridhar (4) Leonidas Guibas (4) Ye Yuan (3) Xue Bin Peng (2) Or Litany (2) Jimei Yang (2) Colton Stearns (2) Yanchao Yang (2) Umar Iqbal (2)

Research topics

Artificial Intelligence (8) Computer Vision (8) Deep Learning (8) Core AI (8) Models (5) Machine Learning (4) Analysis (4) Generation (4) Architectures (3) Core Methods (3) Robotics (2) Capabilities (2) Domain-Specific (2) Reinforcement Learning (1) Learning Types (1)

Keywords

diffusion model (4) 3d reconstruction (3) point cloud (3) human motion (2) variational autoencoder (2) motion planning (2) shape reconstruction (2) traffic simulation (2) collision avoidance (2) motion estimation (1) 3d vision (1) motion forecasting (1) egocentric vision (1) temporal dynamics (1) trajectory prediction (1) pose estimation (1) autonomous driving (1) motion generation (1) human motion synthesis (1) multimodal learning (1)

Papers

GENMO: A GENeralist Model for Human MOtion ICCV 2025 COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation ECCV 2024 CurveCloudNet: Processing Point Clouds with 1D Structure CVPR 2024 Generating Human Interaction Motions in Scenes with Text Control ECCV 2024 NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis CVPR 2024 COPILOT: Human-Environment Collision Prediction and Localization from Egocentric Videos ICCV 2023 Language-Guided Traffic Simulation via Scene-Level Diffusion CoRL 2023 Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion CVPR 2023 Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior CVPR 2022 SpOT: Spatiotemporal Modeling for 3D Object Tracking ECCV 2022 HuMoR: 3D Human Motion Model for Robust Pose Estimation ICCV 2021 CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations NeurIPS 2020 Contact and Human Dynamics from Monocular Video ECCV 2020 Predicting the Physical Dynamics of Unseen 3D Objects WACV 2020 Multiview Aggregation for Learning Category-Specific Shape Reconstruction NeurIPS 2019