Congpei Qiu

6 papers · 2022–2026 · 2 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 (15)

Venues

CVPR (4) ICLR (2)

Top co-authors

Tong Zhang (6) Wei Ke (6) Yanhao Wu (5) Mathieu Salzmann (3) Sabine Süsstrunk (3) Rui Wu (1) Zhuotao Tian (1) Zhaoyu Hu (1) Shujie Luo (1) Xiuxiu Bai (1)

Research topics

Computer Vision (5) Deep Learning (5) Learning Types · Deep Learning (5) Machine Learning (3) Analysis (3) Core Methods (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Core AI (2) Processing (2) Architectures (1) Domain-Specific (1) Models (1)

Keywords

self-supervised learning (2) dense prediction (2) contrastive learning (2) vision transformer (2) representation learning (2) object detection (1) multimodal learning (1) autonomous driving (1) point cloud (1) feature representation (1) generative model (1) diffusion model (1) autoregressive model (1) convolutional neural network (1) scene generation (1) global representation (1) open vocabulary (1) local representation (1) contextual dependency (1) positive pair (1)

Papers

UniRefiner: Teaching Pre-trained ViTs to Self-Dispose Dross via Contrastive Register CVPR 2026 Generating Multimodal Driving Scenes via Next-Scene Prediction CVPR 2025 Refining CLIP's Spatial Awareness: A Visual-Centric Perspective ICLR 2025 Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning ICLR 2024 Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024 Leverage Your Local and Global Representations: A New Self-Supervised Learning Strategy CVPR 2022