AAAI 2026

4,920 papers

Conditional Prompt Learning via Degradation Perception for Underwater Image Enhancement

Mingze Yao, Zhiying Jiang, Xianping Fu, Huibing Wang

RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow

Liang Yao, Fan LIU, Hongbo Lu, Chuanyi Zhang, Rui Min

VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection

Jianhang Yao, Yongbin Zheng, Siqi Lu, Wanying Xu, peng sun

Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection

Huizai Yao, Sicheng Zhao, Pengteng Li, Yi Cui, Shuo Lu

TDSS: Task Dynamic-Synergistic Skill Adaptation for Boosting Efficient and Scalable Multi-Task Learning in Dense Visual Prediction

Haiming Yao, Qiyu Chen, Wei Luo, Zheng Zhang, Jianxing Liao

Parameter-, Memory-, Time-Efficient Multi-Task Dense Vision Adaptation

Haiming Yao, Wei Luo, Qiyu Chen, Jianxing Liao, Wei You

MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification

Zijiang Yang, Hanqing Chao, Bokai Zhao, Yelin Yang, Yunshuo Zhang

HD²-SSC: High-Dimension High-Density Semantic Scene Completion for Autonomous Driving

Zhiwen Yang, Yuxin Peng

LongT2IBench: A Benchmark for Evaluating Long Text-to-Image Generation with Graph-structured Annotations

Zhichao Yang, Tianjiao Gu, Jianjie Wang, Feiyu Lin, Xiangfei Sheng

Beyond Quadratic: Linear-Time Change Detection with RWKV

Zhenyu Yang, Gensheng Pei, Tao Chen, Xia Yuan, Haofeng Zhang

Endowing Vision-Language Models with System 2 Thinking for Fine-grained Visual Recognition

Yutong Yang, Lifu Huang, Yijie Lin, Xi Peng, Mouxing Yang

SAR-DisentDM: A Semantic-Disentangled Diffusion Model for Limited-Data SAR Image Synthesis

Yue Yang, Song Tang, Qijun Zhao, Hailun Zhang, Xiwen WANG

FantasyStyle: Controllable Stylized Distillation for 3D Gaussian Splatting

Yitong Yang, Yinglin Wang, Changshuo Wang, Huajie Wang, Shuting He

RobusTor3D: Robust Multimodal 3D Object Detector for Autonomous Driving by Vision-Language Knowledge Blending

Ying Yang, Hui Yin, Aixin Chong, Hui Wang, Zhengyin Liang

StreamingTalker: Audio-driven 3D Facial Animation with Autoregressive Diffusion Model

Yifan Yang, Zhi Cen, Sida Peng, Xiangwei Chen, Yifu Deng

MedSAMix: A Training-Free Model Merging Approach for Medical Image Segmentation

Yanwu Yang, Guinan Su, Jiesi Hu, Francesco Sammarco, Jonas Geiping

StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection

Xi Yang, Quantao Xie

SODiff：Semantic-Oriented Diffusion Model for JPEG Compression Artifacts Removal

Tingyu Yang, Jue Gong, Jinpei Guo, Wenbo Li, Yong Guo

ACID-Style: An Adaptive Condition Injection Diffusion Model for Arbitrary Style Transfer

Ting Yang, Siyu Yang, Xiyao Liu, Songtao Wu, Gerald Schaefer

MonoCLUE: Object-Aware Clustering Enhances Monocular 3D Object Detection

Sunghun Yang, Minhyeok Lee, Jungho Lee, Sangyoun Lee

MMG-VL: A Vision-Language Driven Approach for Multi-Person Motion Generation

Songyuan Yang, Wanrong Huang, Yinuo Liu, Zhang Ke-Di, Xihuai He

VAEVQ: Enhancing Discrete Visual Tokenization Through Variational Modeling

Sicheng Yang, Xing Hu, Qiang Wu, Dawei Yang

Look-Back: Implicit Visual Re-focusing in MLLM Reasoning

Shuo Yang, Yuwei Niu, Yuyang Liu, Yang Ye, Bin Lin

MaRS: A Multi-modality Very-high-resolution Remote Sensing Foundation Model with Cross-Granularity Meta-Modality Learning

Ruoyu Yang, Yinhe Liu, Heng Yan, Yiheng Zhou, Yihan Fu

Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation

Rui Yang, Yunfei Bai, Yuehua Liu, Xiaomao Li, Shaorong Xie

MagicPaint: Operate Anything for Image Inpainting with Diffusion Model

Qinhong Yang, Dongdong Chen, Qi Chu, Tao Gong, Qiankun Liu

Rethinking Rainy 3D Scene Reconstruction via Perspective Transforming and Brightness Tuning

Qianfeng Yang, Xiang Chen, Pengpeng Li, Qiyuan Guan, Guiyue Jin

WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving

Pengxuan Yang, Ben Lu, Zhongpu Xia, Chao Han, Yinfeng Gao

UniHOI: Unified Human-Object Interaction Understanding via Unified Token Space

Panqi Yang, Haodong Jing, Nanning Zheng, Yongqiang Ma

Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification

Muzhou Yang, Wuzhou Quan, Mingqiang Wei

Your AI-Generated Image Detector Can Secretly Achieve SOTA Accuracy, If Calibrated

Muli Yang, Gabriel James Goenawan, Henan Wang, Huaiyuan Qin, Chenghao Xu

FIA-Edit: Frequency-Interactive Attention for Efficient and High-Fidelity Inversion-Free Text-Guided Image Editing

Kaixiang Yang, Boyang Shen, Xin Li, Yuchen Dai, Yuxuan LUO

Motion-Aware Object Tracking via Motion and Geometry-Aware Cues

Hongtao Yang, Bineng Zhong, Qihua Liang, Xiantao Hu, Yufei Tan

PointDGRWKV: Generalizing RWKV-like Architecture to Unseen Domains for Point Cloud Classification

Hao Yang, Qianyu Zhou, Haijia Sun, Xiangtai Li, Xuequan Lu

Binary-Gaussian: Compact and Progressive Representation for 3D Gaussian Segmentation

An Yang, Chenyu Liu, Jun Du, Jianqing Gao, Jia Pan

MedReasoner: Reinforcement Learning Drives Reasoning Grounding from Clinical Thought to Pixel-Level Precision

Zhonghao Yan, Muxi Diao, Yuxuan Yang, Ruoyan Jing, Jiayuan Xu

OmniEvent: Unified Event Representation Learning

Weiqi Yan, Chenlu Lin, Youbiao Wang, zhipeng cai, Xiuhong Lin

Backtrace Mamba: Reviving Critical Temporal Contexts via Hierarchical Memory Compression for Online Action Detection

Su Yan, Jiahua Li, Kun Wei, Cheng Deng

Start Small, Think Big: Curriculum-based Relative Policy Optimization for Visual Grounding

Qingyang Yan, Guangyao Chen, Yixiong Zou

Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection

Qinglong Yan, Tong Zou, Xunpeng Yi, Xinyu Xiang, Xuying Wu

UVLM: Benchmarking Video Language Model for Underwater World Understanding

Xizhe Xue, Yang Zhou, Dawei Yan, Lijie Tao, Junjie Li

SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection

Shuailin Xue, Jun Wan, Lihua Zhang, Wenwen Min

Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure

Lulu Xue, Shengshan Hu, Linqiang Qian, Peijin Guo, Yechao Zhang

LinProVSR: Linguistics-Knowledge Guided Progressive Disambiguation Network for Visual Speech Recognition

Feng Xue, Baochao Zhu, Wei Jia, Shujie Li, Yu Li

VideoSeg-R1:Reasoning Video Object Segmentation via Reinforcement Learning

Zishan Xu, Yifu Guo, Yuquan Lu, Fengyu Yang, Junxin Li

Target-Balanced Score Distillation

Zhou Xu, Qi Wang, Yuxiao Yang, Luyuan Zhang, Zhang Liang

TSPE-GS: Probabilistic Depth Extraction for Semi-Transparent Surface Reconstruction via 3D Gaussian Splatting

Zhiyuan Xu, Min Nan, Yuhang Guo, Tong Wei

Dynamic Gaussian Scene Reconstruction from Unsynchronized Videos

Zhixin Xu, Hengyu Zhou, Yuan Liu, Wenhan Xue, Hao Pan

PMGS: Reconstruction of Projectile Motion Across Large Spatiotemporal Spans via 3D Gaussian Splatting

Yijun Xu, Jingrui Zhang, Yuhan Chen, Dingwen Wang, Lei Yu

Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks

Xinjie Xu, Shuyu Cheng, Dongwei Xu, Qi Xuan, Chen Ma

Dream-IF: Dynamic Relative EnhAnceMent for Image Fusion

Xingxin Xu, Bing Cao, Dongdong Li, Qinghua Hu, Pengfei Zhu

STMI: Segmentation-Guided Token Modulation with Cross-Modal Hypergraph Interaction for Multi-Modal Object Re-Identification

Xingguo Xu, Zhanyu Liu, Weixiang Zhou, Yuansheng Gao, Junjie Cao

FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification

Xin Xu, Binchang Ma, Zhixi Yu, Wei Liu

ICLR: Inter-Chrominance and Luminance Interaction for Natural Color Restoration in Low-Light Image Enhancement

Xin Xu, Hao Liu, Wei Liu, Wei Wang, Jiayi Wu

CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation

Tianqi Xu, Yashi Zhu, Quansong He, Yue Cao, Kaishen Wang

SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs

Shuhan Xu, Siyuan Liang, Hongling Zheng, Aishan Liu, Xinbiao Wang

CAG-GS: Consistent Anchor Guided Gaussian Splatting for Large-scale Scene Rendering

Shijie Xu, Qiulei Dong

SCALAR: Scale-wise Controllable Visual Autoregressive Learning

Ryan Xu, Dongyang Jin, Yancheng Bai, Rui Lan, Xu Duan

OAD-Promoter: Enhancing Zero-Shot VQA Using Large Language Models with Object Attribute Description

Quanxing Xu, Ling Zhou, Feifei Zhang, Rubing Huang, Jinyu Tian

NeuSpring: Neural Spring Fields for Reconstruction and Simulation of Deformable Objects from Videos

Qingshan Xu, Jiao Liu, Shangshu Yu, Yuxuan Wang, Yuan Zhou

Pushing Rendering Boundaries: Hard Gaussian Splatting

Qingshan Xu, Jiequan Cui, Xuanyu Yi, Yuxuan Wang, Yuan Zhou

MuSASplat: Efficient Sparse-View 3D Gaussian Splats via Lightweight Multi-Scale Adaptation

MUYU XU, Fangneng Zhan, Xiaoqin Zhang, Ling Shao, Shijian Lu

VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models

Mingjie Xu, Jinpeng Chen, Yuzhi Zhao, Jason Chun Lok Li, Yue Qiu

Redundant Queries in DETR-Based 3D Detection Methods: Unnecessary and Prunable

Lizhen Xu, Zehao Wu, Wenzhao Qiu, Shanmin Pang, Xiuxiu Bai

Heterogeneous Complementary Distillation

Liuchi Xu, Hao Zheng, Lu Wang, Lisheng Xu, Jun Cheng

RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning

Li Xu, Siqi Wang, Kepeng Xu, Lin Zhang, Gang He

DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval

Ke Xu, Xiaozheng Shen, Shanshan Wang, Mengzhu Wang, Xun Yang

EccoMamba: Enhanced Cross-hierarchical Continuity Orthogonal Mamba for Medical Image Segmentation

Junlin Xu, Jincan Li, Feifei Cui, Zhuang Zhang, Jialiang Yang

Identity-Aware Vision-Language Model for Explainable Face Forgery Detection

Junhao Xu, Jingjing Chen, Yang Jiao, Jiacheng Zhang, Zhiyu Tan

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation

Jiazheng Xu, Yu Huang, Jiale Cheng, Yuanming Yang, Jiajun Xu

PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis

Jiao Xu, Junwei Liu, Jiangwei Lao, Qi Zhu, Yunpeng Zhao

S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision

Huihui Xu, Jin Ye, Hongqiu Wang, Changkai Ji, Jiashi Lin

MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment

Huangbiao Xu, Huanqi Wu, Xiao Ke, Junyi Wu, Rui Xu

TRT: Harnessing Tensor Ring Transformer for Hyperspectral Image Super-Resolution

Honghui Xu, Junwei Zhu, Yubin Gu, Yueqian Quan, Chuangjie Fang

MoEG-HOI: Mixture of Expert Groups for One-Stage Hand-Object Interaction Motion Generation with Hand-Finger-Joint Semantic Guidance

Hang Xu, Yang Xiao, Changlong Jiang, Haohong Kuang, Kaidi Zhang

Fine-Grained Representation for Lane Topology Reasoning

Guoqing Xu, Yiheng Li, Yang Yang

BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation

Gangwei Xu, Haotong Lin, Zhaoxing Zhang, Hongcheng Luo, Haiyang Sun

Ultralight Polarity-Split Neuromorphic SNN for Event-Stream Super-Resolution

Chuanzhi Xu, Haoxian Zhou, Langyi Chen, Yuk Ying Chung, Qiang Qu

Disentangled Hypergraph-Guided Mamba Scanning for Fine-Grained Visual Recognition

Zhongwei Xiong, Hao Wang, Xiaoyan Yu, Lingling Li, Xuezhuan Zhao

DocR1: Evidence Page-Guided GRPO for Multi-Page Document Understanding

Junyu Xiong, Yonghui Wang, Weichao Zhao, Chenyu Liu, Bing Yin

Gait Recognition via Collaborating Discriminative and Generative Diffusion Models

Haijun Xiong, Bin Feng, Bang Wang, Xinggang Wang, Wenyu Liu

MAGIC: Mastering Physical Adversarial Generation in Context Through Collaborative LLM Agents

Yun Xing, Nhat Chung, Jie Zhang, Yue Cao, Ivor Tsang

OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization

Jiazheng Xing, Hai Ci, Hongbin Xu, Hangjie Yuan, Yong Liu

Training and Inference Within 1 Second – Tackle Cross-Sensor Degradation of Real-World Pansharpening with Efficient Residual Feature Tailoring

Tianyu Xin, Jin-Liang Xiao, Zeyu Xia, Shan Yin, Liang-Jian Deng

Revealing the Invisible: Latent Structure Modeling for Semantically Consistent Cloud Removal

Jingwei Xin, Kai Guo, Jie Li, Nannan Wang

FilmSceneDesigner: Chaining Set Design for Procedural Film Scene Generation

Zhifeng Xie, Keyi Zhang, Yiye Yan, Yuling Guo, Fan Yang

FCMO: A Flow-Curv Mamba Operator for Large-Scale 3D Vehicle Aerodynamics

Yuchen Xie, Yufeng Xie, Hanyu He, Yue Huang, Lijuan Sun

Unleashing the Potential of Large Language Models for Text-to-Image Generation Through Autoregressive Representation Alignment

Xing Xie, Jiawei Liu, Ziyue Lin, Huijie Fan, Zhi Han

MGD:Mesh-guided Gaussians with Diffusion Priors for Dynamic Objects Reconstruction from Monocular RGB-D Video

Weixing Xie, Ying Ye, Xian Wu, Jintian Li, Bingchuan Li

Sonic4D: Spatial Audio Generation for Immersive 4D Scene Exploration

Siyi Xie, Hanxin Zhu, Xinyi Chen, Tianyu He, Xin Li

Human2Robot: Learning Robot Actions from Paired Human-Robot Videos

Sicheng Xie, Haidong Cao, Zejia Weng, Zhen Xing, Haoran Chen

Unnoticed Yet Effective: A Hybrid Physical Camouflage Framework Against DNNs and Human Perception

Mingye Xie, Jiacheng Ruan, Xian Gao, Ting Liu, Yuzhuo Fu

Retrieval-driven Reasoning for Deliberative Visual Classification

Jianye Xie, Lianyong Qi, Fan Wang, Anqi Wang, Wenjuan Gong

SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements

Haiyang Xie, Xi SHEN, Shihua Huang, Qirui Wang, Zheng Wang

PUNO: A Neural Operator Framework for Point Cloud Upsampling

Zijian Xiao, Yining Xu, Yingjie Huang, Li Yao

Exploiting Blurry Representations for Event-guided Video Super-Resolution

Zeyu Xiao, Xinchao Wang

UniMGS: Unifying Mesh and 3D Gaussian Splatting with Single-Pass Rasterization and Proxy-Based Deformation

Zeyu Xiao, Mingyang Sun, Yimin Cong, Lintao Wang, Dongliang Kou

Unaligned UAV RGBT Tracking: A Largescale Benchmark and a Novel Approach

Yun Xiao, Yuhang Wang, Jiandong Jin, Wankang Zhang, Chenglong Li

A Hybrid Space Model for Misaligned Multi-modality Image Fusion

Yi Xiao, Jia Wang, Zhu Liu, Di Wang, Jinyuan Liu

DcSplat: Dual-Constraint Human Gaussian Splatting with Latent Multi-View Consistency

Tengfei Xiao, Yue Wu, Zhigang Gao, Yongzhe Yuan, Can Qin