AAAI 2026

4,920 papers

Infinite-Story: A Training-Free Consistent Text-to-Image Generation

Jihun Park, Kyoungmin Lee, Jongmin Gim, Hyeonseo Jo, Minseok Oh

Image-Text Knowledge Modeling for Unsupervised Multi-Scenario Person Re-Identification

Zhiqi Pang, Lingling Zhao, Yang Liu, CHUNYU WANG, Gaurav Sharma

Next Patch Prediction for AutoRegressive Visual Generation

Yatian Pang, Peng Jin, Shuo Yang, Bin Zhu, Bin Lin

OneLIP: Unlocking and Improving Long-Text Representations of CLIP via One-Stage Adaptation

Renjie Pan, Jiayan Song, Hua Yang

Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization

Miao Pan, Wangjie Gan, Jintao Chen, Wenqi Zhang, Sun Bing

SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation

Jiayi Pan, Jiaming Xu, Yongkang Zhou, Guohao Dai

LORETTA: A Low Resource Framework to Poison Continuous Time Dynamic Graphs

Himanshu Pal, Venkata Sai Pranav Bachina, Ankit Gangwal, Charu Sharma

SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration

Yang Ouyang, Zihan Cheng, Xiaotong Luo, Guoqi Li, Yanyun Qu

Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models

Shuyi Ouyang, Hongyi Wang, Gongfan Fang, Xinyin Ma, Lanfen Lin

PMPGuard: Catching Pseudo-Matched Pairs in Remote Sensing Image–Text Retrieval

Pengxiang Ouyang, Qing Ma, Zheng Wang, Cong Bai

DeLightMono: Enhancing Self-Supervised Monocular Depth Estimation in Endoscopy by Decoupling Uneven Illumination

Mingyang Ou, Haojin Li, Yifeng Zhang, Ke Niu, Zhongxi Qiu

LSD-3D: Large-Scale 3D Driving Scene Generation with Geometry Grounding

Julian Ost, Andrea Ramazzina, Amogh Joshi, Maximilian Bömer, Mario Bijelic

Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion Model

Hyun-Jic Oh, Junsik Kim, Zhiyi Shi, Yichen WU, Yu-An Chen

From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation

Ke Niu, Haiyang Yu, Zhuofan Chen, Mengyang Zhao, Teng Fu

Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation

Wenbo Nie, Lang Nie, Chunyu Lin, Jingwen Chen, Ke Xing

DenoDet V2: Phase-Amplitude Cross Denoising for SAR Object Detection

Kang Ni, Minrui Zou, Yuxuan Li, Xiang Li, Kehua Guo

AHAN: Asymmetric Hierarchical Attention Network for Identical Twin Face Verification

Hoang-Nhat Nguyen

Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents

Davide Napolitano, Luca Cagliero, Fabrizio Battiloro

FantasyHSI: Video-Generation-Centric 4D Human Synthesis in Any Scene Through a Graph-Based Multi-Agent Framework

Lingzhou Mu, Wang Qiang, Fan Jiang, Mengchao Wang, Mu Xu

BREPS: Bounding-Box Robustness Evaluation of Promptable Segmentation

Andrey Moskalenko, Danil Kuznetsov, Irina Dudko, Anastasiia Iasakova, Nikita Boldyrev

QRShield: Exploiting Vulnerabilities of Latent Diffusion Models for Preventing AI Art Plagiarism

Xunyue Mo, Weibin Wu, Qingrui Tu, Hang Wang, Junxi He

Neural Outline Cache for Real-time Anti-aliasing Font Rendering

Jiashuaizi Mo, Sang-Woon Jeon, Hua Wang, Xiangqi Chen, Yanchao Wang

VGGTFace: Topologically Consistent Facial Geometry Reconstruction in the Wild

Xin Ming, Yuxuan Han, Tianyu Huang, Feng Xu

Hilbert Curve-Encoded Rotation-Equivariant Oriented Object Detector with Locality-Preserving Spatial Mapping

Qi Ming, Liuqian Wang, Juan Fang, Xudong Zhao, Yucheng XU

Augmentation-invariant Learning Strategy via Data Augmentation for Improving Model Generalization

Yu Miao, Juanjuan Zhao, Sijie Song, Ran Gong, Yuanqian Zhu

BioDPP: Dynamic Prompt Policy Learning for Biomedical Vision-Language Models

Pingyi Miao, Xianlai Chen, Kai Sun, Yunbo Wang, Shuang Zhao

MotionFlow: Attention-Driven Motion Transfer in Video Diffusion Models

Tuna Han Salih Meral, Hidir Yesiltepe, Connor Dunlop, Pinar Yanardag

Improving Sparse IMU-based Motion Capture with Motion Label Smoothing

Zhaorui Meng, Lu Yin, Yangqing Hou, Anjun Chen, Shihui Guo

Image Content Matters: An Image Content Aware State Space Model for Accelerated MRI Reconstruction

Yucong Meng, Zhiwei Yang, Kexue Fu, Zhijian Song, Yonghong Shi

Exploring Category-level Articulated Object Pose Tracking on SE(3) Manifolds

Xianhui Meng, Yukang Huo, Li Zhang, Liu Liu, Haonan Jiang

EchoMimicV3: 1.3B Parameters Are All You Need for Unified Multi-Modal and Multi-Task Human Animation

Rang Meng, Yan Wang, Weipeng Wu, Ruobing Zheng, Yuming Li

Appearance-Motion Decomposed Alignment for Text-Video Retrieval

Meng Meng, Zichang Tan, Yong Zhang, Xu Zhou

Anti-Avatar: Protect Against Unauthorized 3D Head Avatar Generation via Dual-Space Divergence

Lingzhuang Meng, Mingwen Shao, Xiang Lv, Mengyao Wu, Yuanjian Qiao

Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models

Jiayang Meng, Tao Huang, Hong Chen, Chen Hou, Guolong Zheng

Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement

GuangHao Meng, Jinpeng Wang, Qian-Wei Wang, Xudong Ren, Dan Zhao

Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval

GuangHao Meng, Jinpeng Wang, jieming zhu, Letian Zhang, Yong Jiang

RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting

Xin Mei, Rui Mao, Xiaoyan Cai, Libin Yang, Erik Cambria

Learning Spatial Decay for Vision Transformers

yuxin mao, Zhen Qin, Jinxing Zhou, Bin Fan, Jing Zhang

TweezeEdit: Consistent and Efficient Image Editing with Path Regularization

Jianda Mao, Kaibo Wang, Yang Xiang, Kani Chen

Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation

Fangyuan Mao, Aiming Hao, Jintao Chen, Dongxia Liu, Xiaokun Feng

TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering

Dongxing Mao, Yilin Wang, Linjie Li, Zhengyuan Yang, Alex Jinpeng Wang

Xiafeng Man, Zhipeng Wei, Jingjing Chen

VALIANT: Prompt Instability for Active Learning in Black-Box Medical Imaging

Dwarikanath Mahapatra, Behzad Bozorgtabar, Sudipta Roy, Imran Razzak, Mauricio Reyes

Where and What Matters: Sensitivity-Aware Task Vectors for Many-Shot Multimodal In-Context Learning

Ziyu Ma, Chenhui Gou, Yiming Hu, Yong Wang, Bohan Zhuang

One2Seq: One-Token Wise Decoder for Efficient Scene Text Recognition

Zhibin Ma, Pengwen Dai, Wei Zhuo, Xugong Qin

HyperDiag: Temporal–Regional Hypergraph Learning via Topology-Enhanced State Propagation for Brain Disease Diagnosis

Yulan Ma, Fangkun Li, Wenchao Yang, Qian Si, Chenglong Yu

StyleFM: Frequency Manipulation Empowered by Recursive Attention on Diffusion Models for Arbitrary Style Transfer

Yingnan Ma, Zhenye Liu, Siying Liu, Anup Basu

PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning

Yingjie Ma, Xun Lin, Yong Xu, Weicheng Xie, Zitong Yu

Edge-Centric Relational Reasoning for 3D Scene Graph Prediction

Yanni Ma, Hao Liu, Yulan Guo, Theo Gevers, Martin R. Oswald

Compositional Attribute Imbalance in Vision Datasets

Yanbiao Ma, Jiayi Chen, Wei Dai, Dong Zhao, Zeyu Zhang

Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models

Xingyuan Ma, Shuai He, Anlong Ming, Haobin Zhong, Huadong Ma

Training-Free Multi-Character Audio-Driven Animation via Diffusion Transformer with Reward Feedback

Xingpei Ma, Shenneng Huang, Jiaran Cai, Yuansheng Guan, Shen Zheng

Landsat30-AU: A Vision-Language Dataset for Australian Landsat Imagery

Sai Ma, Zhuang Li, John A. Taylor

MFINet: Multi-view Fusion and 2D–3D Interaction Enhancement for Real-Time LiDAR Semantic Segmentation

Nan Ma, Zhijie Liu, Yiheng Han

UM-Text: A Unified Multimodal Model for Image Understanding and Visual Text Editing

Lichen Ma, Xiaolong Fu, GaojingZhou, Zipeng Guo, Ting Zhu

Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids

Ke Ma, Yizhou Fang, Jean-Baptiste Weibel, Shuai Tan, Xinggang Wang

Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos

Jianbo Ma, Hui Luo, Qi Chen, Yuankai Qi, Yumei Sun

X2Edit: Revisiting Arbitrary-Instruction Image Editing Through Self-Constructed Data and Task-Aware Representation Learning

Jian Ma, Xujie Zhu, Zihao Pan, Qirong Peng, Xu Guo

CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving

Enhui Ma, Lijun Zhou, Tao Tang, Jiahuan Zhang, Junpeng Jiang

CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement

Chenrui Ma, Xi Xiao, Tianyang Wang, Xiao Wang, Yanning Shen

CertMask: Certifiable Defense Against Adversarial Patches via Theoretically Optimal Mask Coverage

Xuntao Lyu, Ching-Chi Lin, Abdullah Al Arafat, Georg von der Brüggen, Jian-Jia Chen

S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing

Liang Lv, Di Wang, Jing Zhang, Lefei Zhang

AURORA: Augmented Understanding via Structured Reasoning and Reinforcement Learning for Reference Audio-Visual Segmentation

Ziyang Luo, Nian Liu, Fahad Shahbaz Khan, Junwei Han

Revisiting Downsampling in Semantic Segmentation: Fighting Aliasing with Dynamic Gaussian and Gabor Frequency Filters

Yu Bing Luo, Nian Shi, Jia Qin, Zekai Ji, Pinle Qin

TraceTrans: Translation and Spatial Tracing for Surgical Prediction

Xiyu Luo, Haodong Li, Xinxing Cheng, He Zhao, Yang Hu

FilmWeaver: Weaving Consistent Multi-Shot Videos with Cache-Guided Autoregressive Diffusion

Xiangyang Luo, Qingyu Li, xiaokun liu, Wenyu Qin, Miao Yang

Rethinking Multimodal Point Cloud Completion: A Completion-by-Correction Perspective

Wang Luo, Di Wu, Hengyuan Na, Yinlin Zhu, Miao Hu

Connecting the Dots: Training-Free Visual Grounding via Agentic Reasoning

Liqin Luo, Guangyao Chen, Xiawu Zheng, Yongxing Dai, Yixiong Zou

Unsupervised Contrastive Learning for Efficient and Robust Spectral Shape Matching

Feifan Luo, Hongyang Chen

Textured Geometry Evaluation: Perceptual 3D Textured Shape Metric via 3D Latent-Geometry Network

Tianyu Luan, Xuelu Feng, Zixin Zhu, Phani Nuney, Sheng Liu

Inpaint-Anywhere: Zero-Shot Multi-Identity Inpainting with Efficient Diffusion Transformer

Junsheng Luan, lei zhao, Wei Xing

Negative Entity Suppression for Zero-Shot Captioning with Synthetic Images

Zimao Lu, Hui Xu, Bing Liu, Ke Wang

R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios

Zhu Lu, Tiantian Geng, Yangye Chen, Teng Wang, Ping Lu

Walking Further: Semantic-Aware Multimodal Gait Recognition Under Long-Range Conditions

Zhiyang Lu, Wen Jiang, Tianren Wu, Zhichao Wang, Changwang Zhang

3DTeethSAM: Taming SAM2 for 3D Teeth Segmentation

Zhiguo Lu, Jianwen Lou, Mingjun Ma, Hairong Jin, Youyi Zheng

HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models

Zhiguang Lu, Qianqian Xu, Peisong Wen, Siran Dai, Qingming Huang

MVGD-Net: A Novel Motion-aware Video Glass Surface Detection Method

Yiwei Lu, Hao Huang, Tao Yan

Unlearning in Cross-Modal Retrieval via Prior-Prototype Guided Partitioned Dampening

Yi Lu, Shu Li, Yurong Qian

LWGANet: Addressing Spatial and Channel Redundancy in Remote Sensing Visual Tasks with Light-Weight Grouped Attention

Wei Lu, Xue Yang, Si-Bao Chen

EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering

Runnan Lu, Yuxuan Zhang, Jiaming Liu, Haofan Wang, Yiren Song

DCA-LUT: Deep Chromatic Alignment with 5D LUT for Purple Fringing Removal

Jialang Lu, Shuning Sun, Pu Wang, Chen Wu, Feng Gao

From Pretrain to Pain: Adversarial Vulnerability of Video Foundation Models Without Task Knowledge

Hui Lu, Yi Yu, Song Xia, Yiming Yang, Deepu Rajan

Vista: Scene-Aware Optimization for Streaming Video Question Answering Under Post-Hoc Queries

Haocheng Lu, Nan Zhang, Wei Tao, Xiaoyang Qu, Guokuan Li

LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence

Chunyao Lu, Tianyu Zhang, Xinglong Liang, Yuan Gao, Luyi Han

Infrared-Privileged UAV Detection via Cross-Modal Vector-Quantization

Zhibo Lou, Ruijie Zhang, Zeyu Luo, Qianxi Cao, Feng Qian

Multitasks-based Deep Evidential Fusion Network for Blind Image Quality Assessment

Yiwei Lou, Yuanpeng He, Rongchao Zhang, Yongzhi Cao, Hanpin Wang

Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation

Jianzhi Long, Wenhao Sun, Rong-Cheng Tu, Dacheng Tao

Task-Specific Distance Correlation Matching for Few-Shot Action Recognition

Fei Long, Yao Zhang, Jiaming Lv, Jiangtao Xie, Peihua Li

PatientVLM Meets DocVLM: Pre-Consultation Dialogue Between Vision-Language Models for Efficient Diagnosis

K Lokesh, Abhirama Subramanyam Penamakuri, Uday Agarwal, Apoorva Challa, Shreya K Gowda

RMFAT: Recurrent Multi-scale Feature Atmospheric Turbulence Mitigator

Zhiming Liu, Nantheera Anantrasirichai

LandCraft: Designing the Structured 3D Landscapes via Text Guidance

Zhihao Liu, Fang Liu, Weihao Xuan, Naoto Yokoya

PUFM: Efficient Point Cloud Upsampling via Flow Matching

Zhi-Song Liu, Chenhang He, Yakun Ju, Lei Li

ConsistTalk: Intensity Controllable Temporally Consistent Talking Head Generation with Diffusion Noise Search

Zhenjie Liu, Jianzhang Lu, Renjie Lu, Cong Liang, Shangfei Wang

MoEGaze: A Mixture of Experts Approach for Generalizable Gaze Estimation

Zheng Liu, Feng Lu

RAW-Flow: Advancing RGB-to-RAW Image Reconstruction with Deterministic Latent Flow Matching

Zhen Liu, Diedong Feng, Hai Jiang, Liaoyuan Zeng, Hao Wang

Few-Shot Precise Event Spotting via Unified Multi-Entity Graph and Distillation

Zhaoyu Liu, Kan Jiang, Murong Ma, Zhe Hou, Yun Lin

ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation

Yunyi Liu, Yingshu Li, Zhanyu Wang, Xinyu Liang, Lingqiao Liu

Nighttime Flare Removal via Wavelet-Guided and Gated-Enhanced Spatial-Frequency Fusion Network

Yun Liu, Guang Yang, Tao Li, Weisi Lin

Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration

Yuetong Liu, Yunqiu Xu, Yang Wei, Xiuli Bi, Bin Xiao

View-on-Graph: Zero-Shot 3D Visual Grounding via Vision-Language Reasoning on Scene Graphs

Yuanyuan Liu, Haiyang Mei, Dongyang Zhan, Jiayue Zhao, Dongsheng Zhou