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Yuanhui Huang

9 papers · 2022–2025 · 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)

Venues

CVPR (4) ECCV (3) ICCV (2)

Top co-authors

Jiwen Lu (9) Wenzhao Zheng (9) Jie Zhou (7) Borui Zhang (3) Yunpeng Zhang (3) Sicheng Zuo (2) Yueqi Duan (2) Weiliang Chen (2) Amonnut Thammatadatrakoon (1) Yuqi Wu (1)

Research topics

Computer Vision (6) Analysis (5) Domain-Specific (5) Artificial Intelligence (3) Core AI (3) Deep Learning (2) Machine Learning (2) Architectures (1) Bayesian & Probabilistic (1) Generation (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1)

Keywords

3d occupancy prediction (4) autonomous driving (3) scene understanding (3) autoregressive generation (1) depth estimation (1) image reconstruction (1) bird's eye view (1) gaussian splatting (1) gaussian mixture model (1) signed distance field (1) world model (1) visual token (1) multi-view stereo (1) semantic occupancy (1) deformable attention (1) gaussian mixture (1) probabilistic method (1) coarse-to-fine generation (1) embodied perception (1) progressive exploration (1)

Papers

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding ICCV 2025 GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction CVPR 2025 GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction CVPR 2025 SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025 GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction ECCV 2024 OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving ECCV 2024 SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction CVPR 2024 Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction CVPR 2023 Dynamic Metric Learning with Cross-Level Concept Distillation ECCV 2022