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Wenzhao Zheng

37 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer πŸƒ Academic Marathon (8) 🌍 Conference Polyglot (8) πŸŒ‰ Interdisciplinary Bridge
πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (43) πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution 🀝 Dynamic Duo (30) πŸ† Keyword Champion (5) πŸ”₯ Unstoppable (9) ⚑ Prolific Year (12) πŸ—ƒοΈ Keyword Collector (134) πŸ’Ž Century Club (37)

Conferences

CVPR (14) ICCV (10) ECCV (6) ICLR (3) AAAI (1) CORL (1) ICML (1) WACV (1)

Top co-authors

Jiwen Lu (30) Jie Zhou (28) Yuanhui Huang (9) Borui Zhang (8) Yunpeng Zhang (7) Zheng Zhu (6) Yueqi Duan (5) Kurt Keutzer (5) Linqing Zhao (4) Dalong Du (4)

Keywords

autonomous driving (6) deep metric learning (5) 3d occupancy prediction (5) metric learning (5) representation learning (4) scene understanding (4) embedding learning (4) attention mechanism (3) hard negative mining (3) graph representation (2) gaussian splatting (2) embedding space (2) image retrieval (2) vision transformer (2) depth estimation (2) transformer architecture (2) image generation (2) similarity learning (2) self-supervised learning (2) feature embedding (2)

Papers

ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling WACV 2026 GaussianFormer-2: Probabilistic Gaussian Superposition for Efficient 3D Occupancy Prediction CVPR 2025 Segment Any Motion in Videos CVPR 2025 UniDrive: Towards Universal Driving Perception Across Camera Configurations ICLR 2025 Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025 SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025 PlaneRAS: Learning Planar Primitives for 3D Plane Recovery ICCV 2025 D3QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection ICCV 2025 EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding ICCV 2025 Authentic 4D Driving Simulation with a Video Generation Model ICCV 2025 SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference ICML 2025 GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction CVPR 2025 DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes CVPR 2025 SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding ECCV 2024 SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction CVPR 2024 LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction CVPR 2024 OccWorld: Learning a 3D Occupancy World Model for Autonomous Driving ECCV 2024 GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction ECCV 2024 Generative End-to-End Autonomous Driving ECCV 2024 Path Choice Matters for Clear Attributions in Path Methods ICLR 2024 Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction CVPR 2023 A Simple Baseline for Multi-Camera 3D Object Detection AAAI 2023 Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint ICLR 2023 OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions ICCV 2023 Token-Label Alignment for Vision Transformers ICCV 2023 SurroundOcc: Multi-camera 3D Occupancy Prediction for Autonomous Driving ICCV 2023 Deep Factorized Metric Learning CVPR 2023 Attributable Visual Similarity Learning CVPR 2022 Dimension Embeddings for Monocular 3D Object Detection CVPR 2022 Dynamic Metric Learning with Cross-Level Concept Distillation ECCV 2022 SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation CORL 2022 Deep Relational Metric Learning ICCV 2021 Deep Compositional Metric Learning CVPR 2021 Deep Metric Learning via Adaptive Learnable Assessment CVPR 2020 Structural Deep Metric Learning for Room Layout Estimation ECCV 2020 Hardness-Aware Deep Metric Learning CVPR 2019 Deep Adversarial Metric Learning CVPR 2018