XW
Xinggang Wang
cs.CVcs.LGcs.ROcs.AIcs.GRcs.CLeess.IVAngiography, Digital SubtractionDeep LearningArtificial Intelligence
On Valency
published · living versionsW_ddj4fjzc·v1 · currentpublished
Can Discrete Tokens Serve as Semantically Lossless Representations of Visual Signals?
with Jialv Zou, Xiaotong Li, Zhengrong Yue, Xu Huang +4
1 version
Preprints & journals
215 papers in the corpus · 2012–2026XS-VID: A Large-Scale Benchmark for Small Object Detection and Tracking in Videos.42848581 · Guo, Jiahao, Xu, Ziyang, Wu, Lianjun et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Stream Forcing: Constructing Unified Training Trajectory for Robust Streaming Video Generation2608.10439v1 · Yueting Zhu, Yuehao Song, Kaicheng Zhang et al.2026 · 0 citationsarXiv
Faster-WAM: Efficient Inference-Time Future Conditioning for Robust World Action Models2608.04404v1 · Weiheng Zhao, Haoyi Jiang, Xin Shi et al.2026 · 0 citationsarXiv
DreamWAM: Beyond RGB Future Prediction for World Action Models2608.04996v1 · Shanglin Yuan, Weiheng Zhao, Xin Shi et al.2026 · 0 citationsarXiv
EOVSAM: Efficient Open-Vocabulary Segmentation with SAM 3 in One Pass2608.02284v1 · Haomin Peng, Yongkang Li, Zhaoxiang Liu et al.2026 · 0 citationsarXiv
Token-Operations-Oriented Inference Optimization Techniques for Large Models2606.20295v2 · Shiguo Lian, Kai Wang, Zhaoxiang Liu et al.2026 · 0 citationsarXiv
Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance2606.19195v1 · Kangsheng Duan, Ziyang Xu, Wenyu Liu et al.2026 · 0 citationsarXiv
MotionVLA: Injecting Geometric Motion into Vision-Language-Action Model2606.08288v1 · Shanglin Yuan, Weiheng Zhao, Xianda Guo et al.2026 · 0 citationsarXiv
Food-R1: A Unified Multi-Task Food Vision-Language Model with Reinforcement Learning2606.04986v1 · Yu Zhu, Yongkang Li, Wenjie Zhu et al.2026 · 0 citationsarXiv
EMReady2: improvement of cryo-EM and cryo-ET maps by local quality-aware deep learning with Mamba.42140917 · Cao, Hong, Zhu, Yueting, Li, Tao et al.2026 · 14 citationsNature communications. 2026;17(1)
A DeepSeek-powered AI system for automated chest radiograph interpretation in clinical practice.42098114 · Bai, Yaowei, Zhang, Ruiheng, Lei, Yu et al.2026 · 2 citationsNature communications. 2026;17(1)
3D vessel reconstruction from sparse-view dynamic DSA images via vessel probability guided attenuation learning.42030629 · Liu, Zhentao, Zhao, Huangxuan, Qin, Wenhui et al.2026 · 3 citationsMedical image analysis. 2026;112:104088
Decoupling Alzheimer Disease Pathologic Abnormalities at PET with Improved Clinical Relevance by Interpretable Adversarial Decomposition Learning.41944723 · Tang, Cheng, Sun, Xun, Tang, Anqi et al.2026 · 2 citationsRadiology. 2026;319(1):e252321
Mixture-of-Depths Attention2603.15619v1 · Lianghui Zhu, Yuxin Fang, Bencheng Liao et al.2026 · 0 citationsarXiv
TriC-Motion: Tri-Domain Causal Modeling Grounded Text-to-Motion Generation2602.08462v1 · Yiyang Cao, Yunze Deng, Ziyu Lin et al.2026 · 0 citationsarXiv
Cross-Layer Attentive Feature Upsampling for Low-latency Semantic Segmentation2601.01167v1 · Tianheng Cheng, Xinggang Wang, Junchao Liao et al.2026 · 3 citationsarXiv
Generative AI-based low-dose digital subtraction angiography for intra-operative radiation dose reduction: a randomized controlled trial.41482562 · Zhao, Huangxuan, Bai, Yaowei, Chen, Lei et al.2026 · 9 citationsNature medicine. 2026;32(1):288-296
WeakTr: Exploring Plain Vision Transformer for Weakly-Supervised Semantic Segmentation.41926396 · Zhu, Lianghui, Li, Yingyue, Fang, Jiemin et al.2026 · 26 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:4425-4439
A Robust Real-World Change Detection Transformer.42837254 · Wang, Cheng, Wang, Xinggang, Yang, Shusheng et al.2026 · 0 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:10872-10887
DeltaMIL: Gated Memory Integration for Efficient and Discriminative Whole Slide Image Analysis2512.19331v1 · Yueting Zhu, Yuehao Song, Shuai Zhang et al.2025 · 0 citationsarXiv
SuperCLIP: CLIP with Simple Classification Supervision2512.14480v1 · Weiheng Zhao, Zilong Huang, Jiashi Feng et al.2025 · 3 citationsarXiv
Towards Scalable Pre-training of Visual Tokenizers for Generation2512.13687v2 · Jingfeng Yao, Yuda Song, Yucong Zhou et al.2025 · 0 citationsarXiv
Photovoltaic power interval prediction with conditional error dependency using Bayesian optimized deep learning.41390756 · Chen, Yixuan, Wang, Xinggang, Huang, Run et al.2026 · 3 citationsScientific reports. 2025;15(1):43887
4DLangVGGT: 4D Language-Visual Geometry Grounded Transformer2512.05060v1 · Xianfeng Wu, Yajing Bai, Minghan Li et al.2025 · 0 citationsarXiv
VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction2511.23386v1 · Sinan Du, Jiahao Guo, Bo Li et al.2025 · 0 citationsarXiv
Visual Generation Tuning2511.23469v1 · Jiahao Guo, Sinan Du, Jingfeng Yao et al.2025 · 0 citationsarXiv
MobileI2V: Fast and High-Resolution Image-to-Video on Mobile Devices2511.21475v1 · Shuai Zhang, Bao Tang, Siyuan Yu et al.2025 · 0 citationsarXiv
MolSight: Optical Chemical Structure Recognition with SMILES Pretraining, Multi-Granularity Learning and Reinforcement Learning2511.17300v1 · Wenrui Zhang, Xinggang Wang, Bin Feng et al.2025 · 2 citationsarXiv
EVA-X: a foundation model for general chest x-ray analysis with self-supervised learning.41249470 · Yao, Jingfeng, Wang, Xinggang, Song, Yuehao et al.2025 · 21 citationsNPJ digital medicine. 2025;8(1):678
Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids2511.11077v1 · Ke Ma, Yizhou Fang, Jean-Baptiste Weibel et al.2025 · 2 citationsarXiv
Gait Recognition via Collaborating Discriminative and Generative Diffusion Models2511.06245v1 · Haijun Xiong, Bin Feng, Bang Wang et al.2025 · 1 citationarXiv
Transcriptomic analysis of identical twins with different onset ages of adrenoleukodystrophy.41245832 · Fu, Chuhua, Su, Qiuyu, Chen, Yinglian et al.2025 · 1 citationFrontiers in neuroscience. 2025;19:1623285
Fourier-based adaptive counterfactual intervention for object re-identification.41197266 · Xiong, Haijun, Feng, Bin, Wang, Bang et al.2026 · 1 citationNeural networks : the official journal of the International Neural Network Society. 2026;195:108213
ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving2510.08562v2 · Zhiyu Zheng, Shaoyu Chen, Haoran Yin et al.2025 · 0 citationsarXiv
Few-step Flow for 3D Generation via Marginal-Data Transport Distillation2509.04406v1 · Zanwei Zhou, Taoran Yi, Jiemin Fang et al.2025 · 0 citationsarXiv
TOGS: Gaussian Splatting With Temporal Opacity Offset for Real-Time 4D DSA Rendering.40456077 · Zhang, Shuai, Zhao, Huangxuan, Zhou, Zhenghong et al.2025 · 9 citationsIEEE journal of biomedical and health informatics. 2025;29(9):6793-6805
TransLight: Image-Guided Customized Lighting Control with Generative Decoupling2508.14814v1 · Zongming Li, Lianghui Zhu, Haocheng Shen et al.2025 · 0 citationsarXiv
Snap-Snap: Taking Two Images to Reconstruct 3D Human Gaussians in Milliseconds2508.14892v1 · Jia Lu, Taoran Yi, Jiemin Fang et al.2025 · 0 citationsarXiv
LENS: Learning to Segment Anything with Unified Reinforced Reasoning2508.14153v2 · Lianghui Zhu, Bin Ouyang, Yuxuan Zhang et al.2025 · 3 citationsarXiv
Turbo-VAED: Fast and Stable Transfer of Video-VAEs to Mobile Devices2508.09136v1 · Ya Zou, Jingfeng Yao, Siyuan Yu et al.2025 · 2 citationsarXiv
Uni3R: Unified 3D Reconstruction and Semantic Understanding via Generalizable Gaussian Splatting from Unposed Multi-View Images2508.03643v4 · Xiangyu Sun, Haoyi Jiang, Liu Liu et al.2025 · 0 citationsarXiv
Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal Consistency2506.07497v4 · Xiangyu Guo, Zhanqian Wu, Kaixin Xiong et al.2025 · 4 citationsarXiv
ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving2506.08052v2 · Yongkang Li, Kaixin Xiong, Xiangyu Guo et al.2025 · 2 citationsarXiv
PixelHacker: Image Inpainting with Structural and Semantic Consistency2504.20438v2 · Ziyang Xu, Kangsheng Duan, Xiaolei Shen et al.2025 · 0 citationsarXiv
STP4D: Spatio-Temporal-Prompt Consistent Modeling for Text-to-4D Gaussian Splatting2504.18318v1 · Yunze Deng, Haijun Xiong, Bin Feng et al.2025 · 1 citationarXiv
Migration of heavy metals and microbial metabolic regulation mechanisms in the co-fermentation of coal slime and sawdust.40146759 · Guan, Yongxin, Guo, Hongyu, Xia, Daping et al.2025 · 0 citationsEnvironmental technology. 2025;46(19):3944-3958
M2 Diffuser: Diffusion-based Trajectory Optimization for Mobile Manipulation in 3D Scenes.40117143 · Yan, Sixu, Zhang, Zeyu, Han, Muzhi et al.2025 · 16 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling2503.13440v2 · Yingyue Li, Bencheng Liao, Wenyu Liu et al.2025 · 1 citationarXiv
Towards Fast, Memory-based and Data-Efficient Vision-Language Policy2503.10322v1 · Haoxuan Li, Sixu Yan, Yuhan Li et al.2025 · 0 citationsarXiv
GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding2503.10596v3 · Rui Hu, Lianghui Zhu, Yuxuan Zhang et al.2025 · 4 citationsarXiv
Career total: 369 works. 215 are in this corpus.Showing the 50 most recent.
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