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Juncheng Li

  1. Masked Autoencoders that Listen
    2022/07/13 by Po-Yao Huang, Xu Hu, Huang, Po-Yao +13 · 42 citations
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
  2. AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea
    2024/11/24 by Qifan Yu, Wei Chow, Yu, Qifan +16 · 72 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  3. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    2024/02/18 by Qian Long, Juncheng Li, Qian, Long +13 · 23 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. Transformer for Single Image Super-Resolution
    2021/08/25 by Zhisheng Lu, Lu, Zhisheng, Juncheng Li +9 · 12 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Coherence Tomography Applications
  5. HalluciDoctor: Mitigating Hallucinatory Toxicity in Visual Instruction Data
    2023/11/22 by Qifan Yu, Yu, Qifan, Juncheng Li +15 · 15 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Image and Video Quality Assessment #Psychedelics and Drug Studies
  6. Very Deep Convolutional Neural Networks for Raw Waveforms
    2016/10/01 by Wei Dai, Dai, Wei, Chia Dai +7 · 6 citations
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
  7. InstructVid2Vid: Controllable Video Editing with Natural Language Instructions
    2023/05/21 by Bosheng Qin, Juncheng Li, Qin, Bosheng +7 · 10 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Multimodal Machine Learning Applications
  8. Fine-Grained Semantically Aligned Vision-Language Pre-Training
    2022/08/04 by Juncheng Li, Li, Juncheng, Xin He +15 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  9. HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing
    2024/12/05 by Jinbin Bai, Bai, Jinbin, Wei Chow +11 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  10. Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network
    2022/12/29 by Wenjie Li, Juncheng Li, Li, Wenjie +11 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Photoacoustic and Ultrasonic Imaging
  11. Unified Generative and Discriminative Training for Multi-modal Large Language Models
    2024/11/01 by Wei Chow, Juncheng Li, Chow, Wei +17 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  12. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    2023/08/08 by Juncheng Li, Kaihang Pan, Li, Juncheng +17 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  13. A Comparison of Five Multiple Instance Learning Pooling Functions for Sound Event Detection with Weak Labeling
    2018/10/22 by Yun Wang, Juncheng Li, Wang, Yun +3 · 2 citations
    Computer Science · Environmental Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hydrological Forecasting Using AI #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  14. HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models
    2024/03/20 by Wenqiao Zhang, Tianwei Lin, Zhang, Wenqiao +23 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  15. Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation
    2019/11/18 by Juncheng Li, Li, Juncheng, Xin Wang +11 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Domain Adaptation and Few-Shot Learning
  16. Towards Complex-query Referring Image Segmentation: A Novel Benchmark
    2023/09/29 by Wei Ji, Ji, Wei, Li Li +10 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  17. Compositional Temporal Grounding with Structured Variational Cross-Graph Correspondence Learning
    2022/03/24 by Juncheng Li, Junlin Xie, Li, Juncheng +15 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  18. Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution
    2022/07/06 by Wenjie Li, Juncheng Li, Li, Wenjie +9 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Seismic Imaging and Inversion Techniques
  19. Snow Mask Guided Adaptive Residual Network for Image Snow Removal
    2022/07/11 by Bodong Cheng, Cheng, Bodong, Juncheng Li +7 · 2 citations
    Computer Science · Engineering · #Image Enhancement Techniques #Advanced Image Fusion Techniques #Image and Signal Denoising Methods
  20. Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales
    2024/04/17 by Minghe Gao, Shuang Chen, Gao, Minghe +17 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  21. FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL
    2025/06/05 by Kaihang Pan, Wendong Bu, Pan, Kaihang +17 · 8 citations
    Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Historical Architecture and Urbanism #Multimodal Machine Learning Applications
  22. TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition
    2024/08/19 by Lin, Tianwei, Jiang Liu, Wenqiao Zhang +20 · 3 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  23. Scale-Aware Network with Regional and Semantic Attentions for Crowd Counting under Cluttered Background
    2021/01/05 by Qiaosi Yi, Yunxing Liu, Yi, Qiaosi +9 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Video Surveillance and Tracking Methods
  24. Feature Distillation Interaction Weighting Network for Lightweight Image Super-Resolution
    2021/12/16 by Guangwei Gao, Gao, Guangwei, Wenjie Li +9 · 1 citation
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  25. Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation
    2022/04/29 by Juncheng Li, Li, Juncheng, Hanhui Yang +11 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Optical Coherence Tomography Applications #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  26. DBA: Efficient Transformer with Dynamic Bilinear Low-Rank Attention
    2022/11/24 by Bosheng Qin, Qin, Bosheng, Juncheng Li +5 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Sparse and Compressive Sensing Techniques
  27. Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models
    2023/03/12 by Juncheng Li, Li, Juncheng, Minghe Gao +17 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
  28. Understanding Audio Pattern Using Convolutional Neural Network From Raw Waveforms
    2016/11/29 by Shuhui Qu, Qu, Shuhui, Juncheng Li +5 · 1 citation
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
  29. On Path to Multimodal Generalist: General-Level and General-Bench
    2025/05/07 by Fei Hao, Fei, Hao, Yuan Zhou +57 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
  30. De-fine: Decomposing and Refining Visual Programs with Auto-Feedback
    2023/11/21 by Minghe Gao, Gao, Minghe, Juncheng Li +14 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Online Learning and Analytics #Software Engineering Research
  31. I3: Intent-Introspective Retrieval Conditioned on Instructions
    2023/08/19 by Kaihang Pan, Pan, Kaihang, Juncheng Li +14 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  32. Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene
    2025/03/19 by Shengqiong Wu, Wu, Shengqiong, Jingkang Yang +10 · 2 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications
  33. Consistent and Invariant Generalization Learning for Short-video Misinformation Detection
    2025/07/05 by Hanghui Guo, Guo, Hanghui, Weijie Shi +17 · 1 citation
    Computer Science · #Digital Media Forensic Detection #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
  34. VLNVerse: A Benchmark for Vision-Language Navigation with Versatile, Embodied, Realistic Simulation and Evaluation
    2025/12/22 by Sihao Lin, Zerui Li, Lin, Sihao +23 · 1 citation
    Computer Science · Psychology · #Action Observation and Synchronization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI
  35. UniPhysGen: Unified Physical Grounding for Simulation-Ready 3D Assets
    2026/07/15 by Xian Li, Rong Wei, Lujie Yang +6
    #cs.CV