MY
Ming-Hsuan Yang
cs.CVcs.LGcs.AIeess.IVcs.CLAlgorithmscs.GRcs.MMNeural Networks, Computercs.RO
On Valency
published · living versionsW_537fgaa4·v1 · currentpublished
Rethinking Asymmetry in Self-Supervised 3D Geometry Learning
with Gyeongjin Kang, Freeman Cheng, Botao Ye, Weijie Lyu +1
1 version
Preprints & journals
502 papers in the corpus · 2002–2026Sa2VA: Marrying SAM2 With MLLM for Dense Grounded Understanding of Images and Videos.42550755 · Yuan, Haobo, Li, Xiangtai, Zhang, Tao et al.2026 · 20 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(11):14922-14936
LLM Post-Training: A Deep Dive Into Reasoning Large Language Models.42550758 · Kumar, Komal, Ashraf, Tajamul, Thawakar, Omkar et al.2026 · 10 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(11):14968-14987
QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing2610.17829v2 · Tiancheng Shen, Zilong Huang, Xiangtai Li et al.2026 · 3 citationsarXiv
PAGE: Parts-Aware Guidance for Co-Speech Gesture Portrait Video Generation2610.13301v1 · Yabiao Wang, Jiafu Wu, Yicheng Xu et al.2026 · 0 citationsarXiv
High-Quality Entity Segmentation and Grounding.42213568 · Qi, Lu, Chen, Yi-Wen, Zhang, Tao et al.2026 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):12132-12149
OmniPoint: Universal Monocular Metric Pointcloud from Any Camera2609.09394v1 · Botao Ye, Marc Pollefeys, Ming-Hsuan Yang et al.2026 · 0 citationsarXiv
Consistency-Aware Anchor Pyramid Network for Crowd Localization.38683713 · Liu, Xinyan, Li, Guorong, Qi, Yuankai et al.2026 · 7 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(9):10192-10206
Chat-Edit-3D++: Interactive 3D and 4D Scene Editing via Large Language Models2608.29137v1 · Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai et al.2026 · 0 citationsarXiv
Anticipating Object Interactions Via Aggregation and Distillation of Spatio-Temporal Knowledge From Vision Language Models.42627747 · Liu, Yang, Yang, Dejie, Zheng, Minghang et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey.41875004 · Li, Jindong, Fu, Yali, Liu, Jiahong et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9093-9113
DRIFT: Difficulty-aware Rectified Flows for Through-plane MRI Super-Resolution2607.16649v1 · Yoonseok Choi, Eun-Gyu Ha, Daniel Kim et al.2026 · 0 citationsarXiv
Controlling Motion Transfer in Diffusion Transformers via Attention Heads2607.11081v1 · Sunyoung Jung, Jiwoo Park, Yoonseok Choi et al.2026 · 0 citationsarXiv
PanoWorld: Real-World Panoramic Generation2607.09661v1 · Haoyuan Li, Dizhe Zhang, Yuemei Zhou et al.2026 · 0 citationsarXiv
Bridging Physical Reasoning and Task Generalization via Visual Action Outcome Reasoning Alignment2607.06522v1 · Han-Jun Ko, Jr-Jen Chen, Haobo Yuan et al.2026 · 0 citationsarXiv
SimWorlds: A Multi-Agent System for Dynamic 3D Scene Creation2607.01766v1 · Chunjiang Liu, Xiaoyuan Wang, Haoyu Chen et al.2026 · 0 citationsarXiv
DART: Difficulty-Adaptive Routing for Zero-Shot Video Temporal Grounding2607.00672v1 · Zhengbo Zhang, Mark He Huang, Zhigang Tu et al.2026 · 1 citationarXiv
DrivingGaussian++: Toward Realistic Reconstruction and Editable Simulation for Surrounding Dynamic Driving Scenes.41729670 · Xiong, Yajiao, Zhou, Xiaoyu, Wang, Yongtao et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7289-7306
Editing 3D Scenes via Text Prompts Without Retraining.41758842 · Fang, Shuangkang, Wang, Yufeng, Tsai, Yi-Hsuan et al.2026 · 1 citationIEEE transactions on visualization and computer graphics. 2026;32(7):5386-5400
StarIR: Convolutional Image Restoration With Spatial-Frequency Fusion.41805516 · Cui, Yuning, Zamir, Syed Waqas, Yang, Ming-Hsuan et al.2026 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):8216-8233
PixelEyes: Decoupling Perception and Reasoning for Pinpoint Visual Evidence Seeking2607.00115v1 · Dengxian Gong, Yuanzheng Wu, Haobo Yuan et al.2026 · 0 citationsarXiv
H2HMem: A Multimodal Memory Benchmark for Agents in Human-Human Interactions2606.09461v1 · Shiping Zhu, Yibo Yang, Zhengyang Wang et al.2026 · 0 citationsarXiv
UniSHARP: Universal Sharp Monocular View Synthesis2606.07514v1 · Meixi Song, Dizhe Zhang, Hao Ren et al.2026 · 0 citationsarXiv
Reasmory: 3D Reconstruction as Explicit Memory for VLMs Spatial Reasoning2606.00963v1 · Jixuan He, Xueting Li, Chieh Hubert Lin et al.2026 · 0 citationsarXiv
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences2606.00931v1 · Fangzhou Lin, Peiran Li, Lingyu Xu et al.2026 · 0 citationsarXiv
GeoWeaver: Grounding Visual Tokens with Geometric Evidence before Scene Reasoning2605.22558v1 · Deshui Miao, Xingsen Huang, Yameng Gu et al.2026 · 0 citationsarXiv
MotiMotion: Motion-Controlled Video Generation with Visual Reasoning2605.22818v1 · Lee Hsin-Ying, Hanwen Jiang, Yiqun Mei et al.2026 · 0 citationsarXiv
LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMs2605.17260v2 · Jihwan Kim, Nikhil Parthasarathy, Danfeng Qin et al.2026 · 0 citationsarXiv
SAMOFT: Robust Multi-Object Tracking via Region and Flow2605.09417v1 · Yanchao Wang, Dawei Zhang, Chengzhuan Yang et al.2026 · 0 citationsarXiv
AlbumFill: Album-Guided Reasoning and Retrieval for Personalized Image Completion2605.02892v1 · Yu-Ju Tsai, Brian Price, Qing Liu et al.2026 · 0 citationsarXiv
Towards High Fidelity Face Swapping: A Comprehensive Survey and New Benchmark2605.00883v1 · Qi Li, Weining Wang, Shuangjun Du et al.2026 · 0 citationsarXiv
APRVOS: 1st Place Winner of 5th PVUW MeViS-Audio Track2604.18665v1 · Deshui Miao, Yameng Gu, Chao Yang et al.2026 · 0 citationsarXiv
Evolution of Video Generative Foundations2604.06339v1 · Teng Hu, Jiangning Zhang, Hongrui Huang et al.2026 · 0 citationsarXiv
Interactive Tracking: A Human-in-the-Loop Paradigm with Memory-Augmented Adaptation2604.01974v1 · Yuqing Huang, Guotian Zeng, Zhenqiao Yuan et al.2026 · 0 citationsarXiv
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency.41428908 · Qi, Mengshi, Zhu, Pengfei, Li, Xiangtai et al.2026 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(4):4642-4656
MOSIV: Multi-Object System Identification from Videos2603.06022v1 · Chunjiang Liu, Xiaoyuan Wang, Qingran Lin et al.2026 · 0 citationsarXiv
FaceCam: Portrait Video Camera Control via Scale-Aware Conditioning2603.05506v1 · Weijie Lyu, Ming-Hsuan Yang, Zhixin Shu2026 · 0 citationsarXiv
Unlocking Prototype Potential: An Efficient Tuning Framework for Few-Shot Class-Incremental Learning2602.05271v1 · Shengqin Jiang, Xiaoran Feng, Yuankai Qi et al.2026 · 0 citationsarXiv
Context Forcing: Consistent Autoregressive Video Generation with Long Context2602.06028v1 · Shuo Chen, Cong Wei, Sun Sun et al.2026 · 0 citationsarXiv
Learning Knowledge-Based Prompts for Robust 3D Mask Presentation Attack Detection.41052112 · Jiang, Fangling, Li, Qi, Liu, Bing et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(2):1321-1338
Learning to Adapt: Instance-Level Visual and Semantic Adaptation for Generalized Zero-Shot Learning.42714995 · Jiang, Huajie, Li, Zhengxian, Yu, Xichao et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:9896-9906
Edit3r: Instant 3D Scene Editing from Sparse Unposed Images2512.25071v1 · Jiageng Liu, Weijie Lyu, Xueting Li et al.2025 · 0 citationsarXiv
KnowVal: A Knowledge-Augmented and Value-Guided Autonomous Driving System2512.20299v2 · Zhongyu Xia, Wenhao Chen, Yongtao Wang et al.2025 · 0 citationsarXiv
Image Diffusion Preview with Consistency Solver2512.13592v2 · Fu-Yun Wang, Hao Zhou, Liangzhe Yuan et al.2025 · 0 citationsarXiv
Visual Reasoning Tracer: Object-Level Grounded Reasoning Benchmark2512.05091v1 · Haobo Yuan, Yueyi Sun, Yanwei Li et al.2025 · 0 citationsarXiv
Video-CoM: Interactive Video Reasoning via Chain of Manipulations2511.23477v1 · Hanoona Rasheed, Mohammed Zumri, Muhammad Maaz et al.2025 · 0 citationsarXiv
EvDiff: Event-Based Video Reconstruction using One-Step Diffusion Models2511.17492v2 · Weilun Li, Lei Sun, Ruixi Gao et al.2025 · 0 citationsarXiv
Teaching Prompts to Coordinate: Hierarchical Layer-Grouped Prompt Tuning for Continual Learning2511.12090v3 · Shengqin Jiang, Tianqi Kong, Yuankai Qi et al.2025 · 0 citationsarXiv
HENet++: Hybrid Encoding and Multi-task Learning for 3D Perception and End-to-end Autonomous Driving2511.07106v2 · Zhongyu Xia, Zhiwei Lin, Yongtao Wang et al.2025 · 0 citationsarXiv
Burst Image Restoration and Enhancement.38241114 · Dudhane, Akshay, Zamir, Syed Waqas, Khan, Salman et al.2025 · 11 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9454-9467
Re-Boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration.40668718 · Lin, Xin, Zhou, Yuyan, Yue, Jingtong et al.2025 · 15 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9827-9844
Career total: at least 932 works. 502 are in this corpus.Showing the 50 most recent.
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