AAAI 2026

4,920 papers

Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration

Tongshun Zhang, Pingping Liu, Zixuan Zhong, Zijian Zhang, Qiuzhan Zhou

Fine-Grained DINO Tuning with Dual Supervision for Face Forgery Detection

Tianxiang Zhang, Peipeng Yu, Zhihua Xia, Longchen Dai, Xiaoyu Zhou

Unifying Locality of KANs and Feature Drift Compensation Projection for Data-Free Replay Based Continual Face Forgery Detection

Tianshuo Zhang, Siran Peng, Li Gao, Haoyuan Zhang, Xiangyu Zhu

Tracking and Segmenting Anything in Any Modality

Tianlu Zhang, Qiang Zhang, guiguang ding, Jungong Han

SimpleDiffusion: A Lightweight and Efficient Conditional Diffusion Model for Multi-Modal Salient Object Detection

Shuo Zhang, Jiaming Huang, Wenbing Tang, Jing Liu, Li Han

YOLO-IOD: Towards Real Time Incremental Object Detection

Shizhou Zhang, Xueqiang Lv, Yinghui Xing, Qirui Wu, Di Xu

FlashVideo: Flowing Fidelity to Detail for Efficient High-Resolution Video Generation

Shilong Zhang, Wenbo Li, Shoufa Chen, Chongjian GE, Peize Sun

VCapsBench: A Large-scale Fine-grained Benchmark for Video Caption Quality Evaluation

Shi-Xue Zhang, Hongfa Wang, Duojun Huang, Xin Li, Xiaobin Zhu

AuthSig: Safeguarding Scanned Signatures Against Unauthorized Reuse in Paperless Workflows

Ruiqiang Zhang, Zehua Ma, Guanjie Wang, Chang Liu, Hengyi Wang

Zo3T: Zero-Shot 3D-Aware Trajectory-Guided Image-to-Video Generation via Test-Time Training

Ruicheng Zhang, Jun Zhou, Zunnan Xu, Zihao Liu, Jiehui Huang

FashionMAC: Deformation-Free Fashion Image Generation with Fine-Grained Model Appearance Customization

Rong Zhang, Jinxiao Li, Jingnan Wang, Zhiwen Zuo, Jianfeng Dong

LR-AdaInSeg:Adaptive Instance Segmentation of Incomplete 3D Scenes Driven by Low-Rank Networks

Qin Zhang, Kun Zhou, Xulun Ye

FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention

Peng Zhang, Zhihui Lai, Wenting Chen, Xu Wu, Heng Kong

Unified Interaction Consistency Learning for Single-Source Domain-Generalized Object Detection in Urban Scene

Peng Zhang, Xiang Yuan, Gong Cheng

Exploring Generalizable Remote Sensing Change Detection via Low-Rank Exchange Adaptation of Vision Foundation Model

Mingwei Zhang, Jingtao Hu, Qiang Li, Qi Wang

CO²IF: Language-Bridging Hyperspectral-Multispectral Image Fusion with Coordinated and Cross-modal Optimal Transport

Mingjin Zhang, Zhongkai Yang, Fei Gao

MPI-Mamba: Latent Feature Fusion Mamba for Anisotropic Image Calibration and Deblurring in Magnetic Particle Imaging

Liwen Zhang, Zhaoji Miao, Yusong Shen, Zechen Wei, Hui Hui

Simba: Towards High-Fidelity and Geometrically-Consistent Point Cloud Completion via Transformation Diffusion

Lirui Zhang, Zhengkai Zhao, Zhi Zuo, Pan Gao, Jie Qin

What You See Is What You Reach: Towards Spatial Navigation with High-Level Human Instructions

Lingfeng Zhang, Haoxiang Fu, Xiaoshuai Hao, Shuyi Zhang, Qiang Zhang

HCC-3D: Hierarchical Compensatory Compression for 98% 3D Token Reduction in Vision-Language Models

Liheng Zhang, Jin Wang, Hui Li, Bingfeng Zhang, Weifeng Liu

Gaussian Uncertainty-Driven Multi-Model Fitting with Graph Neural Network

Ligang Zhang, Jun Li, Qiming Li

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions

Ke ZHANG, Tianyu Ding, Jiachen Jiang, Tianyi Chen, Ilya Zharkov

Top-Down Semantic Refinement for Image Captioning

Jusheng Zhang, Kaitong Cai, Jing Yang, Jian Wang, Chengpei Tang

Geometry-Aware Stereo Matching via Monocular Disparity Distribution Prior and Gradient Enhancement

Junze Zhang, Luoxi Jing, Yuanyuan Wang, Xueqi Li, Guoli Yang

Spherical Geometry Diffusion: Generating High-quality 3D Face Geometry via Sphere-anchored Representations

Junyi Zhang, Yiming Wang, Yunhong Lu, Qichao Wang, Wenzhe Qian

Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification

Junjie Zhang, Feng Zhao, Hanqiang Liu, Jun Yu

Collaborative Transformers with Multi-Level Forensic Attention for Image Manipulation Localization

Jiwei Zhang, Wenbo Feng, Siwei Wang, Feifei Kou, Haoyang Yu

SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model

Jing Zhang, Zhikai Li, Chengzhi Hu, Xuewen Liu, Qingyi Gu

xMHashSeg: Cross-modal Hash Learning for Training-free Unsupervised LiDAR Semantic Segmentation

Jialong Zhang, Yachao Zhang, Yao Wu, Jiangming Shi, Fangyong Wang

Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion

Hui Zhang, Weikang Gao, Tao Yang, Yuan Cao

VGD: Value-Guided Diffusion Toward High-Utility Medical Image Segmentation

Hongyu Zhang, Haipeng Chen, Chengxin Yang, Yingda Lyu

Towards Explainable Video Camouflaged Object Detection: SAM2 with Eventstream-Inspired Data

Hong Zhang, Yixuan Lyu, Hanyang Liu, Jianbo Song, Ding Yuan

Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding

Haoyu Zhang, Qiaohui Chu, Meng Liu, Haoxiang Shi, Yaowei Wang

FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction

Haowei Zhang, Yuanpei Zhao, Ji-Zhe Zhou, Mao Li

Delving into Dynamic Scene Cue-Consistency for Robust 3D Multi-Object Tracking

Haonan Zhang, Xinyao Wang, Boxi Wu, Tu Zheng, Wang Yunhua

High-Speed FHD Full-Color Video Computer-Generated Holography

Haomiao Zhang, Miao Cao, Xuan Yu, Hui Luo, Yanling Piao

Robust Fusion Controller: Degradation-Aware Image Fusion with Fine-Grained Language Instructions

Hao Zhang, Yanping Zha, Qingwei Zhuang, Zhenfeng Shao, Jiayi Ma

DSFedMed: Dual-Scale Federated Medical Image Segmentation via Mutual Distillation Between Foundation and Lightweight Models

Hanwen Zhang, Qiaojin Shen, Yuxi Liu, Yuesheng Zhu, Guibo Luo

BEVDilation: LiDAR-Centric Multi-Modal Fusion for 3D Object Detection

Guowen Zhang, Chenhang He, Liyi Chen, Lei Zhang

Aware Distillation for Robust Vision-Language Tracking Under Linguistic Sparsity

Guangtong Zhang, Bineng Zhong, Shirui Yang, Yang Wang, Tian Bai

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation

Guanghao Zhang, Tao Zhong, Yan Xia, Mushui Liu, Zhelun Yu

Decoding with Structured Awareness: Integrating Directional, Frequency-Spatial, and Structural Attention for Medical Image Segmentation

Fan Zhang, Zhiwei Gu, Hua Wang

D²Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning

Evelyn Zhang, Fufu Yu, Aoqi Wu, Zichen Wen, Ke Yan

Enhancing Noise Resilience in Face Clustering via Sparse Differential Transformer

Dafeng Zhang, Yongqi Song, Shizhuo Liu

Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency

Chi Zhang, Xiang Zhang, Lei Yu, Gui-Song Xia, Yuming Fang

PanFlow: Decoupled Motion Control for Panoramic Video Generation

Cheng Zhang, Hanwen Liang, Donny Y. Chen, Qianyi Wu, Konstantinos N. Plataniotis

Perception in Plan: Coupled Perception and Planning for End-to-End Autonomous Driving

Bozhou Zhang, Jingyu Li, Nan Song, Li Zhang

TongUI: Internet-Scale Trajectories from Multimodal Web Tutorials for Generalized GUI Agents

Bofei Zhang, Zirui Shang, Zhi Gao, Wang Zhang, Rui Xie

L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention

Yu-Liang Zhan, Xinyu Tang, Han Wan, Jian Li, Jirong Wen

P-SLCR: Unsupervised Point Cloud Semantic Segmentation via Prototypes Structure Learning and Consistent Reasoning

Lixin Zhan, Jiang Jie, Tianjian Zhou, Yukun Du, YAN ZHENG

CASL: Curvature-Augmented Self-supervised Learning for 3D Anomaly Detection

Yaohua Zha, Xue Yuerong, Chunlin Fan, Yuansong Wang, Tao Dai

Seeing Beyond Illusion: Generalized and Efficient Mirror Detection

Mingfeng Zha, Guoqing Wang, Tianyu Li, Wei Dong, Peng Wang

PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios

Xinyi Zeng, Yuxiang Yang, Pinxian Zeng, Wenxia Yin, Bo Liu

PriorDrive: Enhancing Online HD Mapping with Unified Vector Priors

Shuang Zeng, Xinyuan Chang, Xinran Liu, Yujian Yuan, Shiyi Liang

Arbitrary-Scale 3D Gaussian Super-Resolution

Huimin Zeng, Yue Bai, Yun Fu

I2CD: An Invertible Causal Framework for Compositional Zero-Shot Learning via Disentangle-Compose-Disentangle

Zhaoquan Yuan, Zining Wang, Yuankang Pan, Ao Luo, Wei Li

Decompose and Attribute: Boosting Generalizable Open-Set Object Detection via Objectness Score

Yuxuan Yuan, Lichen Wei, Luyao Tang, Chaoqi Chen, Zheyuan Cai

UniMapGen: A Generative Framework for Large-Scale Map Construction from Multi-modal Data

Yujian Yuan, Changjie Wu, Xinyuan Chang, Sijin Wang, Hang Zhang

Geometry-Aware Noisy Correspondence Mitigation for Cross-Modal Text-Based Person Retrieval

Xinpan Yuan, Shaomin Xie, Liujie Hua, Chengyuan Zhang, Guihu Zhao

Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection

Xinbin Yuan, Zhaohui Zheng, Yuxuan Li, Xialei Liu, Li Liu

Graph Smoothing for Enhanced Local Geometry Learning in Point Cloud Analysis

Shangbo Yuan, Jie Xu, Ping Hu, Xiaofeng Zhu, Na Zhao

InfoCLIP: Bridging Vision-Language Pretraining and Open-Vocabulary Semantic Segmentation via Information-Theoretic Alignment Transfer

Muyao Yuan, Yuanhong Zhang, Weizhan Zhang, Lan Ma, Yuan Gao

Domain-Aware Suppression and Aggregation for Federated DG ReID

Zhixi Yu, Wei Liu, Wenke Huang, Bin Yang, Qian Bie

Semantics and Content Matter: Towards Multi-Prior Hierarchical Mamba for Image Deraining

Zhaocheng Yu, Kui Jiang, Junjun Jiang, Xianming Liu, Guanglu Sun

Instruction-Guided Cross-Modal Clustering for Training-Free Visual Token Pruning in Vision-Language Models

Yunqian Yu, Biao Chen, Yunya Zhang, Tonglan Xie, Mengmeng Jing

RealUHR: Harnessing Patch-Cascade Flows for Photorealistic Ultra-High-Resolution Synthesis

Yongsheng Yu, Haitian Zheng, Zhe Lin, Connelly Barnes, Yuqian Zhou

End-to-End Multi-Person Pose Estimation with Pose-Aware Video Transformer

Yonghui Yu, Jiahang Cai, Xun Wang, Wenwu Yang

CueBench: Advancing Unified Understanding of Context-Aware Video Anomalies in Real-World

Yating Yu, Congqi Cao, Zhaoying Wang, Weihua Meng, Jie Li

EARG-Net: Edge-Aware Reconstruction-Guided Network for Image Manipulation Detection and Localization

Yanpu Yu, Zhaoxin Shi, Hanqing Zhao, Tianyi Wei, Wenbo Zhou

PointMC: Multi-view Consistent Encoding and Center-Global Feature Fusion for Point Clouds Understanding

Xinxing Yu, Ajian Liu, Sunyuan Qiang, Yuzhong Wang, Hui Ma

DGSAN: Dual-Graph Spatiotemporal Attention Network for Pulmonary Nodule Malignancy Prediction

Xiao Yu, Zhaojie Fang, Guanyu Zhou, Yin Shen, Huoling Luo

DehazeGS: Seeing Through Fog with 3D Gaussian Splatting

Jinze Yu, Yiqun Wang, Aiheng Jiang, Zhengda Lu, Jianwei Guo

FQ-PETR: Fully Quantized Position Embedding Transformation for Multi-View 3D Object Detection

Jiangyong Yu, Changyong Shu, Sifan Zhou, Zichen Yu, Xing Hu

IMAGGarment+: Efficient Attribute-Wise Diffusion for Garment Generation

Jian Yu, Fei Shen, Cong Wang, Yanpeng Sun, Hao Tang

Understanding Interaction as You Need: Intention-Driven Pedestrian Behavior Prediction

Hang Yu, Yansen Yu, Jiayan Qiu

X-ReID: Multi-granularity Information Interaction for Video-Based Visible-Infrared Person Re-Identification

Chenyang Yu, Xuehu Liu, Pingping Zhang, Huchuan Lu

Knowledge Completes the Vision: A Multimodal Entity-aware Retrieval-Augmented Generation Framework for News Image Captioning

Xiaoxing You, Qiang Huang, Lingyu Li, Chi Zhang, Xiaopeng Liu

KPDM: Key Phrase Dynamic Masking for Robust Text-to-Image Person Retrieval

Shaofeng You, Tianle Miao, Qihang Chen, Xin Li, Zhuo Cheng

Dense Cross-Scale Image Alignment with Fully Spatial Correlation and Just Noticeable Difference Guidance

Jinkun You, Jiaxue Li, Jie Zhang, Yicong Zhou

Through the Water: Refractive Gaussian Splatting for Water Surface Scenes

Yeonghun Yoon, Hojoon Jung, Jaeyoon Lee, Taegwan Kim, Gyuhyun Kim

PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples

Hee bin Yoo, Dong-Sig Han, Jaein Kim, Byoung-tak Zhang

Exploiting All Mamba Fusion for Efficient RGB-D Tracking

Ge Ying, Dawei Zhang, Chengzhuan Yang, Wei Liu, Sang-Woon Jeon

RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction

Zhicun Yin, Junjie Chen, Ming Liu, Zhixin Wang, Fan Li

Spatiotemporal-Untrammelled Mixture of Experts for Multi-Person Motion Prediction

Zheng Yin, Chengjian Li, Xiangbo Shu, Meiqi Cao, Rui Yan

KPLM-STA: Physically-Accurate Shadow Synthesis for Human Relighting via Keypoint-Based Light Modeling

Xinhui Yin, Qifei Li, Yilin Guo, Hongxia Xie, Xiaoli Zhang

Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment

Wenti Yin, Huaxin Zhang, Xiang Wang, Yuqing Lu, Yicheng Zhang

Codebook-Centric Deep Hashing: End-to-End Joint Learning of Semantic Hash Centers and Neural Hash Function

Shuo Yin, Zhiyuan Yin, Yuqing Hou, Rui Liu, Yong Chen

DiffRefiner: Coarse to Fine Trajectory Planning via Diffusion Refinement with Semantic Interaction for End to End Autonomous Driving

Liuhan Yin, Runkun Ju, Guodong Guo, Erkang Cheng

Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs

Chun-Hsiao Yeh, Chenyu Wang, Shengbang Tong, Ta-Ying Cheng, Ruoyu Wang

Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing

Chun-Hsiao Yeh, Yilin Wang, Nanxuan Zhao, Richard Zhang, Yuheng Li

Conformable Convolution for Topologically Constrained Learning of Complex Anatomical Structures

Yousef Yeganeh, Goktug Guvercin, Nassir Navab, Azade Farshad

HyperSign: Saliency-Aware Spatial Graphs and Temporal Hypergraphs for Continuous Sign Language Recognition

Weiyi Ye, Xu-Hua Yang, Dong Wei, Gang-Feng Ma, Yujiao Huang

DcMatch: Unsupervised Multi-Shape Matching with Dual-Level Consistency

Tianwei Ye, Yong Ma, Xiaoguang Mei

When Eyes and Ears Disagree: Can MLLMs Discern Audio-Visual Confusion?

Qilang Ye, Wei Zeng, Meng Liu, Jie Zhang, Yupeng Hu

OW-DAR: Dual-Granularity Adaptive Reconstruction-Error Modeling for Open-World Object Detection

Linhua Ye, Xing Xi, Ronghua Luo

RIS-LAD: A Benchmark and Model for Referring Image Segmentation in Low-Altitude Drone Imagery

Kai Ye, YingShi Luan, Zhudi Chen, Guangyue Meng, Pingyang Dai

Tell as You Want: Customizing Image Narrative with Knowledge and Thoughts

Ziwei Yao, Qian Wang, Ruiping Wang, Xilin Chen

SAFE: Semantic- and Frequency-Enhanced Curriculum for Cross-Domain Deepfake Detection

Yulin Yao, Kangfeng Zheng, Bin Wu, Chunhua Wu, Jujie Wang

DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning

Wenhao Yao, Zhenxin Li, Shiyi Lan, Zi Wang, Xinglong Sun

HOSIG: Full-Body Human-Object-Scene Interaction Generation with Hierarchical Scene Perception

Wei Yao, Yunlian Sun, Hongwen Zhang, Yebin Liu, Jinhui Tang