AAAI 2026

4,920 papers

HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment

Sangmin Jo, Wootaek Jeong, Da-Woon Heo, Yoohwan Hwang, Heung-Il Suk

Angular Gradient Sign Method: Uncovering Vulnerabilities in Hyperbolic Networks

Minsoo Jo, Dongyoon Yang, Taesup Kim

False Positives Matter: Multidimensional Localization Evaluation and Training-Free Explainable Adversarial Patch Defense

Lihua Jing, Rui Wang, Jinwen Zhong, Runbo Li, Zixuan Zhu

ResProto-FD: Visual-Language Residual Prototype Sets for Generalized Face Forgery Detection

Jiuyao Jing, Yu Zheng, Chunlei Peng

EVOKE: Efficient and High-Fidelity EEG-to-Video Reconstruction via Decoupling Implicit Neural Representation

Haodong Jing, Panqi Yang, Dongyao Jiang, Zhipeng Liu, Nanning Zheng

Reliable-View 2D-3D Key-Part Aligned Transformer with Reinforced Masking for 3D Point Cloud Understanding

Xianglong Jin, Zheng Wang, Rong Wang, Feiping Nie

Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting

Shilong Jin, Haoran Duan, Litao Hua, Wentao Huang, Yuan Zhou

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus

Qiaoqiao Jin, Siming FU, Dong She, Weinan Jia, Hualiang Wang

MonoCloth: Reconstruction and Animation of Cloth-Decoupled Human Avatars from Monocular Videos

Daisheng Jin, Ying He

AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization

Zhonghua Jiang, Kui Chen, Kunxi Li, Keting Yin, Yiyun Zhou

Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation

Yuxin Jiang, Wei Luo, Hui Zhang, Qiyu Chen, Haiming Yao

Circuit-Think: A Multimodal Reasoning Framework for Automated Circuit-to-Netlist Translation with Trajectory-Guided Reinforcement Learning

Yuqi Jiang, Yupeng Hu, Jinyuan Deng, Xiaotian Qiu, Yucheng Cui

SatireDecoder: Visual Cascaded Decoupling for Enhancing Satirical Image Comprehension

Yue Jiang, Haiwei Xue, Minghao Han, Mingcheng Li, Xiaolu Hou

DECON: Reconstruction of Clothed-Geometric Multiple Humans from a Single Image via Geometry-Guided Decoupling

Yiming Jiang, Wenfeng Song, Shuai Li, Aimin Hao

Fine-Grained Image Retrieval via Dual-Vision Adaptation

Xin Jiang, Meiqi Cao, Hao Tang, Fei Shen, Zechao Li

Semi-Supervised High Dynamic Range Image Reconstructing via Bi-Level Uncertain Area Masking

Wei Jiang, Jiahao Cui, Yizheng Wu, Zhan Peng, Zhiyu Pan

Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective

Tianqi Jiang, Liu Yang, Xi-Le Zhao, Zixuan Qin, Qinghua Hu

MPJudge: Towards Perceptual Assessment of Music-Induced Paintings

Shiqi Jiang, Tianyi Liang, Huayuan Ye, Changbo Wang, Chenhui Li

UniScene-MoTion: Unified Scene & Motion-aware Diffusion Transition Framework

Rui Jiang, Chongmian Wang, Xinghe Fu, Yehao Lu, Teng Li

MFmamba: A Multi-function Network for Panchromatic Image Resolution Restoration Based on State-Space Model

Qian Jiang, Qianqian Wang, Xin Jin, Michał Woźniak, Shaowen Yao

Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models

Longtao Jiang, Jie Huang, Mingfei Han, Lei Chen, Yongqiang Yu

SAM2MOT: A Novel Paradigm of Multi-Object Tracking by Segmentation

Junjie Jiang, Zelin Wang, Manqi Zhao, Yin Li, Dongsheng Jiang

ExpertAD: Enhancing Autonomous Driving Systems with Mixture of Experts

Haowen Jiang, Xinyu Huang, You Lu, Dingji Wang, Yuheng Cao

CoherenDream: Boosting Holistic Text Coherence in 3D Generation via Multimodal Large Language Models Feedback

ChenHan Jiang, Yihan Zeng, Dit-Yan Yeung

Diversifying Counterattacks: Orthogonal Exploration for Robust CLlP Inference

Chengze Jiang, Minjing Dong, Xinli Shi, Jie Gui

CLIPPan: Adapting CLIP as a Supervisor for Unsupervised Pansharpening

Lihua Jian, Jiabo Liu, Shaowu Wu, Lihui Chen

Explicit Temporal-Semantic Modeling for Dense Video Captioning via Context-Aware Cross-Modal Interaction

Mingda Jia, Weiliang Meng, Zenghuang Fu, Yiheng Li, Qi Zeng

LidarPainter: One-Step Away from Any Lidar View to Novel Guidance

Yuzhou Ji, Ke Ma, Hong Cai, Anchun Zhang, Lizhuang Ma

Towards Robust Event-Based Depth Estimation: Bridging Synthetic and Real Domains with Motion Adaptation

Yuzhe JI, Haotian Wang, Yijie Chen, Xiang Cheng, Liuqing Yang

An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity

Sunbeom Jeong, Sehwan Kim, Hyeonggeun Han, Hyungjun Joo, Sangwoo Hong

COSMOS: Coherent SuperGaussian Modeling with Spatial Priors for Sparse-View 3D Splatting

Chaeyoung Jeong, Kwangsu Kim

A²LC: Active and Automated Label Correction for Semantic Segmentation

Youjin Jeon, Kyusik Cho, Suhan Woo, Euntai Kim

GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval

Mingyu Jeon, Sunjae Yoon, Jonghee Kim, Junyeong Kim

JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics

Simindokht Jahangard, Mehrzad Mohammadi, Yi Shen, Zhixi Cai, Hamid Rezatofighi

LAMP: Learning Universal Adversarial Perturbations for Multi-Image Tasks via Pre-trained Models

Alvi Md Ishmam, Najibul Haque Sarker, Zaber Ibn Abdul Hakim, Chris Thomas

STRIDE-QA: Visual Question Answering Dataset for Spatiotemporal Reasoning in Urban Driving Scenes

Keishi Ishihara, Kento Sasaki, Tsubasa Takahashi, Daiki Shiono, Yu Yamaguchi

DISCODE: Distribution-Aware Score Decoder for Robust Automatic Evaluation of Image Captioning

Nakamasa Inoue, Kanoko Goto, Masanari Oi, Martyna Gruszka, Mahiro Ukai

TSBOW – Traffic Surveillance Benchmark for Occluded Vehicles Under Various Weather Conditions

Ngoc Doan-Minh Huynh, Duong Nguyen-Ngoc Tran, Long Hoang Pham, Tai Huu-Phuong Tran, Hyung-Joon Jeon

Opt3DGS: Optimizing 3D Gaussian Splatting with Adaptive Exploration and Curvature-Aware Exploitation

Ziyang Huang, Jiagang Chen, Jin Liu, Shunping Ji

BayesVQA: Energy-Guided Bayesian Debiasing for Language-Bias-Robust Visual Question Answering

Zhiqi Huang, Huanjia Zhu, Xiangwen Deng, Zhong Qinghao, Bingzhi Chen

Text-Guided Gradient Refinement: Resolving Multimodal Gradient Conflicts to Boost Adversarial Attacks on Vision-Language Models

Yuyang Huang, Tianzuo Luo, Hengyuan Guo, Yuren Zhang

Multi-view Invariance Learning for 3D Scene Graph Pre-training via Collaborative Cross-Modal Regularization

Yucheng Huang, Luping Ji, Ruijie Xiao, Jiayuan Sun

3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition

Yuanmin Huang, Wenxuan Li, Mi Zhang, Xiaohan Zhang, Xiaoyu You

Enhancing Generalization of Depth Estimation Foundation Model via Weakly-Supervised Adaptation with Regularization

Yan Huang, Yongyi Su, Xin lin, Le Zhang, Xun Xu

Less Is Better: Sparse Instance Learning for Cross-Domain Few-Shot Object Detection

Yali Huang, Jie Mei, Ziyi Wu, Yiming Yang, Hongru Zhao

BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching

Yachuan Huang, Xianrui Luo, QiWen Wang, Liao Shen, Jiaqi Li

SkySplat: Generalizable 3D Gaussian Splatting from Multi-Temporal Sparse Satellite Images

Xuejun Huang, Xinyi Liu, Yi Wan, Zhi Zheng, Bin Zhang

Can Protective Watermarking Safeguard the Copyright of 3D Gaussian Splatting?

Wenkai Huang, Yijia Guo, Gaolei Li, Lei Ma, Hang Zhang

Otter: Mitigating Background Distractions of Wide-Angle Few-Shot Action Recognition with Enhanced RWKV

Wenbo Huang, Jinghui Zhang, Zhenghao Chen, Guang Li, Lei Zhang

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation

Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang

ROVER: Robust Generative Continual Identity Unlearning Against Relearning Attacks

Tairan Huang, Qiang Chen, Beibei Hu, Yunlong Zhao, Hongyan Xu

Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers

Sida Huang, Siqi Huang, Ping Luo, Hongyuan Zhang

Dual-stream Relation-modeling Disentanglement for Cloth-Changing Person Re-Identification

Shijuan Huang, Hefei Ling, Zongyi Li, Xu Li, Zhao Lv

Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging

Shaoguang Huang, Yunzhen Wang, Haijin Zeng, Hongyu Chen, Hongyan Zhang

BuildingWorld: A Structured 3D Building Dataset for Urban Foundation Models

Shangfeng Huang, Ruisheng Wang, Xin Wang

MIRAGE: Towards AI-Generated Image Detection in the Wild

Oucheng Huang, Manxi Lin, Jiexiang Tan, Xiaoxiong Du, Yang Qiu

Transferability of Adversarial Attacks in Video-based MLLMs: A Cross-modal Image-to-Video Approach

Linhao Huang, Xue Jiang, Zhiqiang Wang, Wentao Mo, Xi Xiao

From Pixels to Logic: A Perception-Reasoning Decomposition Framework for Open-World Referring Expression Comprehension

Lihong Huang, Sheng-hua Zhong, Zhi Zhang, Yan Liu

GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration

Kaiyi Huang, Yukun Huang, Xuefei Ning, Zinan Lin, Yu Wang

Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation

Kaiwen Huang, Yizhe Zhang, Yi Zhou, Tianyang Xu, Tao Zhou

Understanding Dynamic Scenes in Ego Centric 4D Point Clouds

Junsheng Huang, Shengyu Hao, Bo-Cheng Hu, Hongwei Wang, Gaoang Wang

Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression

Huichang Huang, Kunchi Li, Si Chen, Da-Han Wang

Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval

Haojian Huang, Kaijing Ma, Jin Chen, Haodong Chen, Zhou Wu

Bayesian Neural Networks for One-to-Many Mapping in Image Enhancement

Guoxi Huang, Qirui Yang, Ruirui Lin, Zipeng Qi, David Bull

LongSplat: Online Generalizable 3D Gaussian Splatting from Long Sequence Images

Guichen Huang, Ruoyu Wang, Xiangjun Gao, Che Sun, Yuwei Wu

VasoMIM: Vascular Anatomy-Aware Masked Image Modeling for Vessel Segmentation

De-Xing Huang, Xiao-Hu Zhou, Mei-Jiang Gui, Xiao-Liang Xie, Shi-Qi Liu

Geometric Correspondence Constrained Pseudo-Label Alignment for Source-Free Domain Adaptive Fundus Image Segmentation

Zhouhongyuan Hu, Lei Zhang, Lituan Wang, Zhenwei Zhang, Minjuan Zhu

MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition

Yudong Hu, Yueju Han, Rui Sun, Jinke Ren

GLoMOT: Efficient Online GNN-based Low-Frame-Rate Multi-Object Tracker

Yaxuan Hu, Jie Hua, Gang Wu, Yuhong Yang, Atsushi Suzuki

SRSplat: Feed-Forward Super-Resolution Gaussian Splatting from Sparse Multi-View Images

Xinyuan Hu, Changyue Shi, Chuxiao Yang, Minghao Chen, Jiajun Ding

Earth-Adapter: Bridge the Geospatial Domain Gaps with a Frequency-Guided Mixture of Adapters

Xiaoxing Hu, Ziyang Gong, Yupei Wang, Yuru Jia, Fei Lin

IGFuse: Interactive 3D Gaussian Scene Reconstruction via Multi-Scans Fusion

Wenhao Hu, Zesheng Li, Haonan Zhou, Liu Liu, Xuexiang Wen

UltraGen: High-Resolution Video Generation with Hierarchical Attention

Teng Hu, Jiangning Zhang, Zihan Su, Ran Yi

Learning Topology-Aware Dynamic Associations for Robust Multi-Person Pose Estimation

Shengnan Hu, Yandong Liu, Jiangnan Liu, Yahong Chen

Pairing-free Group-level Knowledge Distillation for Robust Gastrointestinal Lesion Classification in White-Light Endoscopy

Qiang Hu, Qimei Wang, Yingjie Guo, Qiang Li, Zhiwei Wang

Fast Guaranteed Robust Local-Smooth Principal Component Separation

Mingdi Hu, Hailin Wang, Shuaijiang Li, Kexin Shi, Jiangjun Peng

Breaking Alignment Barriers: TPS-Driven Semantic Correlation Learning for Alignment-Free RGB-T Salient Object Detection

Lupiao Hu, Fasheng Wang, Fangmei Chen, Fuming Sun, Haojie Li

Breaking the Passive Learning Trap: An Active Perception Strategy for Human Motion Prediction

Juncheng Hu, Zijian Zhang, Zeyu Wang, Guoyu Wang, Yingji Li

Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement

Jiesi Hu, Jianfeng Cao, Yanwu Yang, Chenfei Ye, YIXUAN ZHANG

Dereflection Any Image with Diffusion Priors and Diversified Data

Jichen Hu, chen yang, Zanwei Zhou, Jiemin Fang, Qi Tian

DLDA: Unified Dual-Level Domain Adaptation for Low-Light Object Detection

Jiayi Hu, Qian Zhao, Gang Li

AquaSplatting: A Hybrid 3D Representation for Robust Underwater Scene Reconstruction via Dual-Branch Rendering

Jiangbei Hu, Haobo Wang, Baixin Xu, Nan Ding, Zhimao Lu

Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering

Jiaheng Hu, Zhizhong Zhang, Jingyu Gong, Lizhuang Ma, Xin Tan

Segment Anything Across Shots: A Method and Benchmark

Hengrui Hu, Kaining Ying, Henghui Ding

GUIDE: Gaussian Unified Instance Detection for Enhanced Obstacle Perception in Autonomous Driving

Chunyong Hu, Qi Luo, Jianyun Xu, Song Wang, Qiang Li

Hierarchical Direction Perception via Atomic Dot-Product Operators for Rotation-Invariant Point Clouds Learning

Chenyu Hu, Xiaotong Li, Hao Zhu, Biao Hou

Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation

Chenggong Hu, Yi Wang, Mengqi Xue, Haofei Zhang, Jie Song

FVNet: Harnessing Liquid Neural Dynamics for Lightweight Visual Representation

Zhenzhe Hou, Xiaohui Chu, Runze Hu, Yang Li, Yutao Liu

DAPE: Harmonizing Content-Position Encoding for Versatile Dense Visual Prediction

Xiuquan Hou, Meiqin Liu, Senlin Zhang, Shaoyi Du

Gait Transformer: End-to-End Transformer Backbone for Gait Recognition

Saihui Hou, Wenpeng Lang, Jilong Wang, Yan Huang, Liang Wang

Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings

Liang Hou, Cong Liu, Mingwu Zheng, Xin Tao, Pengfei Wan

NODiff: Neural Operator Diffusion for Multispectral Image Fusion

Junming Hou, Ran Ran, Sixing Chen, Zihao Chen, Xiaofeng Cong

Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference

Jiwoo Hong, Sayak Paul, Noah Lee, Kashif Rasul, James Thorne

MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning

Jingshan Hong, Haigen Hu, Huihuang Zhang, Qianwei Zhou, Li Zhao

Physics-Informed Deformable Gaussian Splatting: Towards Unified Constitutive Laws for Time-Evolving Material Field

Haoqin Hong, Ding Fan, Fubin Dou, Zhi-Li Zhou, Haoran Sun

DEGRE: Dynamic Gating Ensembles for Trust-Aware Rejection in Medical Image Diagnostics

Hai Nguyen Hong, Duong Bach, Nam Phan, Cuong V. Nguyen, Cuong Do

LLM-Free Image Captioning Evaluation in Reference-Flexible Settings

Shinnosuke Hirano, Yuiga Wada, Kazuki Matsuda, Seitaro Otsuki, Komei Sugiura

Vision-MoR: Scaling Vision Transformer via Patch-Level Mixture-of-Recursions

Yunhong He, Zhengqing Yuan, Weixiang Sun, YiYang Li, Yixin Liu

Attention to Threat-Relevant Objects: Reasoning Detection in Autonomous Driving via Multimodal Large Language Models

Yulin He, Wei Chen, Xinbiao Gan, Siqi Wang, Haotian Wang

Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution

Xiao He, Zhijun Tu, Kun Cheng, Mingrui Zhu, Jie Hu