PPaperPicks

Yu-Chiang Frank Wang

National Taiwan University, Vision and Learning Lab, Taipei City, Taiwan

40 papers at tracked venues · 29 at CORE A* · active 2024–2026

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Venues

CVPR ×11NeurIPS ×5ACL ×4ECCV ×4ICLR ×4WACV ×4ICCV ×3InterSpeech ×3AAAI ×1ICML ×1

Frequent coauthors

Yusuke Hirota
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Chi-Pin Huang
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Kai-Po Chang
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Cheng Sun
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Byung-Kwan Lee
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Zhen Wan
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Wei-Yuan Cheng
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Sheng-Yu Huang
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Yu-Chien Liao
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Tung-Yu Wu
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Kim Jun-Seong
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Hsi-Che Lin
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Papers

  1. Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment
    WACV 2026 ·
    Kai-Po Chang
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  2. Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception
    ACL 2026 ·
    Zhen Wan
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  3. TA-Prompting: Enhancing Video Large Language Models for Dense Video Captioning via Temporal Anchors
    WACV 2026 ·
    Wei-Yuan Cheng
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  4. 3D Gaussian Inpainting with Depth-Guided Cross-View Consistency
    CVPR 2025 ·
    Sheng-Yu Huang
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  5. Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation
    ICCV 2025 ·
    Yusuke Hirota
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  6. Continual Personalization for Diffusion Models
    ICCV 2025 ·
    Yu-Chien Liao
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  7. Data-Efficient 3D Visual Grounding via Order-Aware Referring
    WACV 2025 ·
    Tung-Yu Wu
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  8. Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration
    CVPR 2025 ·
    Kim Jun-Seong
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  9. EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction
    NeurIPS 2025 ·
    Hsi-Che Lin
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  10. LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences
    ACL 2025 ·
    Yusuke Hirota
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  11. Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation
    CVPR 2025 ·
    Junha Lee
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  12. MotionMatcher: Cinematic Motion Customization of Text-to-Video Diffusion Models via Motion Feature Matching
    ICCV 2025 ·
    Yen-Siang Wu
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  13. NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model
    ACL 2025 ·
    Yen-Ting Lin
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  14. Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks
    CVPR 2025 ·
    Miran Heo
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  15. SANER: Annotation-free Societal Attribute Neutralizer for Debiasing CLIP
    ICLR 2025 ·
    Yusuke Hirota
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  16. Segment Anything, Even Occluded
    CVPR 2025 ·
    Wei-En Tai
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  17. Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation
    WACV 2025 ·
    Ci-Siang Lin
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  18. Serial Lifelong Editing via Mixture of Knowledge Experts
    ACL 2025 ·
    YuJu Cheng
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  19. Sparse Voxels Rasterization: Real-time High-fidelity Radiance Field Rendering
    CVPR 2025 ·
    Cheng Sun
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  20. ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
    NeurIPS 2025 ·
    Chi-Pin Huang
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  21. UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
    CVPR 2025 ·
    Yung-Hsuan Lai
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  22. UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
    ICLR 2025 ·
    Alexander H. Liu
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  23. Unified Reinforcement and Imitation Learning for Vision-Language Models
    NeurIPS 2025 ·
    Byung-Kwan Lee
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  24. Universal Speech Enhancement with Regression and Generative Mamba
    InterSpeech 2025 ·
    Rong Chao
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  25. VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
    CVPR 2025 ·
    Byung-Kwan Lee
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  26. VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models
    CVPR 2025 ·
    Chi-Pin Huang
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  27. VoiceNoNG: Robust High-Quality Speech Editing Model without Hallucinations
    InterSpeech 2025 ·
    Sung-Feng Huang
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  28. DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment
    InterSpeech 2024 ·
    Ke-Han Lu
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  29. Diffusion-Reward Adversarial Imitation Learning
    NeurIPS 2024 ·
    Chun-Mao Lai
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  30. DoRA: Weight-Decomposed Low-Rank Adaptation
    ICML 2024 ·
    Shih-Yang Liu
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  31. GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding
    CVPR 2024 ·
    Zi-Ting Chou
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  32. Language-Guided Transformer for Federated Multi-Label Classification
    AAAI 2024 ·
    I-Jieh Liu
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  33. RAPPER: Reinforced Rationale-Prompted Paradigm for Natural Language Explanation in Visual Question Answering
    ICLR 2024 ·
    Kai-Po Chang
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  34. ReXTime: A Benchmark Suite for Reasoning-Across-Time in Videos
    NeurIPS 2024 ·
    Jr-Jen Chen
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  35. Receler: Reliable Concept Erasing of Text-to-Image Diffusion Models via Lightweight Erasers
    ECCV 2024 ·
    Chi-Pin Huang
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  36. SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation
    ECCV 2024 ·
    Yi-Chia Chen
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  37. Seg2Reg: Differentiable 2D Segmentation to 1D Regression Rendering for 360 Room Layout Reconstruction
    CVPR 2024 ·
    Cheng Sun
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  38. Select and Distill: Selective Dual-Teacher Knowledge Transfer for Continual Learning on Vision-Language Models
    ECCV 2024 ·
    Yu-Chu Yu
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  39. Self-Supervised Speech Quality Estimation and Enhancement Using Only Clean Speech
    ICLR 2024 ·
    Szu-Wei Fu
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  40. TPA3D: Triplane Attention for Fast Text-to-3D Generation
    ECCV 2024 ·
    Bin-Shih Wu
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