Pengxu Wei

Venues

Frequent coauthors

Papers

1. Similarity-aware Probabilistic Embeddings Modeling for Video-Text Retrieval
   WACV 2026 ·

   Yuliang Huang

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2. Are High-Quality AI-Generated Images More Difficult for Models to Detect?
   ICML 2025 ·

   Yao Xiao

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3. Can We Achieve Efficient Diffusion without Self-Attention? Distilling Self-Attention Into Convolutions
   ICCV 2025 ·

   ZiYi Dong

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4. Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
   NeurIPS 2025 ·

   Qing Zhao

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5. DigitalLLaVA: Incorporating Digital Cognition Capability for Physical World Comprehension in Multimodal LLMs
   AAAI 2025 ·

   Shiyu Li

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6. Thinking Before You Speak: A Proactive Test-time Scaling Approach
   EMNLP 2025 ·

   Cong Liu

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7. Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective
   ICLR 2025 ·

   Yiming Liu

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8. Decoder-Only LLMs are Better Controllers for Diffusion Models
   ACM MM 2024 ·

   Ziyi Dong

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9. Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge
   ICML 2024 ·

   Conghan Yue

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10. Kepler codebook
    ICML 2024 ·

    Junrong Lian

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11. NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results
    CVPR 2024 ·

    Zheng Chen

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12. SAM-COD: SAM-Guided Unified Framework for Weakly-Supervised Camouflaged Object Detection
    ECCV 2024 ·

    Huafeng Chen

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