Sam Tsai

5 papers · 2019–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21)

Venues

CVPR (3) ICCV (2)

Top co-authors

Zijian He (5) Peter Vajda (5) Jialiang Wang (4) Ji Hou (3) Bichen Wu (3) Felix Wimbauer (2) Peizhao Zhang (2) Akash Bapat (1) Jonas Köhler (1) Matthew Yu (1)

Research topics

Computer Vision (5) Deep Learning (3) Analysis (3) Domain-Specific (3) Artificial Intelligence (2) Machine Learning (2) Application Areas (2) Core AI · Artificial Intelligence (2) Generation (2) Learning Types (2) Models (2) Core AI · Computer Vision (1) Optimization & Theory (1) Techniques (1)

Keywords

3d reconstruction (1) semantic segmentation (1) image generation (1) geometry estimation (1) image synthesis (1) monocular depth estimation (1) adaptive sampling (1) computational efficiency (1) scene layout (1) 3d object detection (1) diffusion model (1) neural radiance field (1) mesh generation (1) virtual reality (1) stable diffusion (1) inference acceleration (1) 3d mesh (1) scene synthesis (1) volumetric rendering (1) mobile computing (1)

Papers

Cache Me if You Can: Accelerating Diffusion Models through Block Caching CVPR 2024 ControlRoom3D: Room Generation using Semantic Proxy Rooms CVPR 2024 A Practical Stereo Depth System for Smart Glasses CVPR 2023 NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object Detection ICCV 2023 Efficient Segmentation: Learning Downsampling Near Semantic Boundaries ICCV 2019