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AAAI 2026

4,920 papers

Hyperbolic Hierarchical Alignment Reasoning Network for Text-3D Retrieval

Wenrui Li, Yidan Lu, Yeyu Chai, Rui Zhao, Hengyu Man

Seeing Through the Rain: Resolving High-Frequency Conflicts in Deraining and Super-Resolution via Diffusion Guidance

Wenjie Li, Jinglei Shi, Jin Han, Heng Guo, Zhanyu Ma

When Trackers Date Fish: A Benchmark and Framework for Underwater Multiple Fish Tracking

Weiran Li, Yeqiang Liu, Qiannan Guo, Yijie Wei, Hwa Liang Leo

Monocular Vehicle Pose and Shape Reconstruction via Dynamic Context Adaptation and Progressive Geometry Refinement

Wei Li, Long Ji, Ying Wang, Xiao Wu, Zhaoquan Yuan

GaussianImage++: Boosted Image Representation and Compression with 2D Gaussian Splatting

Tiantian Li, Xinjie Zhang, Xingtong Ge, Tongda Xu, Dailan He

WorldGrow: Generating Infinite 3D World

Sikuang Li, chen yang, Jiemin Fang, Taoran Yi, Jia Lu

Bridging Day and Night: Target-Class Hallucination Suppression in Unpaired Image Translation

Shuwei Li, Lei Tan, Robby T. Tan

From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning

Shuangzhi Li, Junlong Shen, Lei Ma, Xingyu Li

SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection

Shuaibo Li, Yijun Yang, Zhaohu Xing, Hongqiu Wang, Pengfei Hao

VividListener: Expressive and Controllable Listener Dynamics Modeling for Multi-Modal Responsive Interaction

Shiying Li, Xingqun Qi, Bingkun Yang, Weile Chen, Zezhao Tian

SSR-SAM: Retrieval-Style Segment Anything Model for Semi-Supervised Ultra-High-Resolution Image Segmentation

Shijie Li, Yiming Chen, Zhineng Chen, Kai Hu, Xieping Gao

TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment

Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu

An Efficient and Harmonized Framework for Balanced Cross-Domain Feature Integration

Shaoxu Li, Ye Pan

Adaptive Piecewise Distillation for Efficient LiDAR Data Generation

Ruibo Li, Xiaofeng Yang, Ze Yang, Jiacheng Wei, Chunyan Miao

MDND: Unsupervised Learning Guided by Non-Differentiable Refinement for Shape Correspondence

Qinsong Li, Jing Meng, Haibo Wang, Shengjun Liu

Points Meet Pixels: Bridging 2D Vision-Language Model and 3D Perception Gaps for Point Cloud Quality Assessment

Mingxuan Li, Zihao Huang, Xiaohui Chu, Fazhan Zhang, Bohan Fu

DSP-PCQA: Integrating Multiple Perception Preferences for Point Cloud Quality Assessment

Mingxuan Li, Fazhan Zhang, Zhenzhe Hou, Zihao Huang, Bohan Fu

DFMN: A Dual-feet Matching Network with Hybrid Transformer-based Feature Extractor for Unsupervised Deformable Medical Image Registration

Liwen Li, Xinrui Guo, Wentao Guo, Shunqi Yang, Fumin Guo

SmartSplat: Feature-Smart Gaussians for Scalable Compression of Ultra-High-Resolution Images

Linfei Li, Lin Zhang, Zhong Wang, Ying Shen

Relation-R1: Progressively Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relation Comprehension

Lin Li, Wei Chen, Jiahui Li, Kwang-Ting Cheng, Long Chen

Multiple Human Motion Understanding

Lei Li, Sen Jia, Jenq-Neng Hwang

RSVG-ZeroOV: Exploring a Training-Free Framework for Zero-Shot Open-Vocabulary Visual Grounding in Remote Sensing Images

Ke Li, Di Wang, Ting Wang, Fuyu Dong, Yiming Zhang

DynamicEarth: How Far Are We from Open-Vocabulary Change Detection?

Kaiyu Li, Xiangyong Cao, Yupeng Deng, Chao Pang, Zepeng Xin

Decision-Driven Orthogonal Learning with Complementary Feature Mining for Robust Synthetic Image Detection

Kai Li, Wei Wang, Linchao Zhang, Siying Zhu, Wenqi Ren

RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning

Jun Li, Zikun Chen, Haibo Chen, Shuo Chen, Jian Yang

TubeRMC: Tube-conditioned Reconstruction with Mutual Constraints for Weakly-supervised Spatio-Temporal Video Grounding

Jinxuan Li, Yi Zhang, Jian-Fang Hu, Chaolei Tan, Tianming Liang

CrossVid: A Comprehensive Benchmark for Evaluating Cross-Video Reasoning in Multimodal Large Language Models

Jingyao Li, Jingyun Wang, Molin Tan, Haochen Wang, Cilin Yan

MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology

Jingxiong Li, Chenglu Zhu, Sunyi Zheng, Yuxuan Sun, Yifei Wang

MdaIF: Robust One-Stop Multi-Degradation-Aware Image Fusion with Language-Driven Semantics

Jing Li, Yifan Wang, Jiafeng Yan, Renlong Zhang, Bin Yang

FIND: A Simple Yet Effective Baseline for Diffusion-Generated Image Detection

Jie Li, Yingying Feng, Chi Xie, Jie Hu, Lei Tan

CLIP2Pose: Frozen CLIP as Semantic Guide for Domain Adaptive Pose Estimation

Jiawen Li, Fei Jiang, Dandan Zhu, Jinxin Shi, Aimin Zhou

FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning

Jiaoyang Li, Jun Fang, Tianhao Gao, XiaoHui Zhang, Zhiyuan Liu

ReCAD: Reinforcement Learning Enhanced Parametric CAD Model Generation with Vision-Language Models

Jiahao Li, Yusheng Luo, Yunzhong Lou, Xiangdong Zhou

Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective

Jiahao Li, Yang Lu, Yachao Zhang, Yong Xie, Fangyong Wang

Do Audio-Visual Segmentation Models Truly Segment Sounding Objects?

Jia Li, Wenjie Zhao, Ziru Huang, Yunhui Guo, Yapeng Tian

Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration

Ji Li, Chao Wang

Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model

Ji Li, Chao Wang

Point Cloud Quantization Through Multimodal Prompting for 3D Understanding

Hongxuan Li, Wencheng Zhu, Huiying Xu, Xinzhong Zhu, Pengfei Zhu

Context-aware Dynamic Contrastive Learning Network and E-Bike Rider Benchmark for Person Search

Hongchao Li, Chengcheng Li, Xixi Wang, Yonglong Luo

PEFT-BoA: Parameter-Efficient Fine-Tuning with Bag-of-Adapters for Multi-Modal Object Re-identification

Hongchao Li, Guangxing Liu, Xixi Wang, Baihe Liang, Yonglong Luo

FDP: A Frequency-Decomposition Preprocessing Pipeline for Unsupervised Anomaly Detection in Brain MRI

Hao Li, Zhenfeng Zhuang, Jingyu Lin, Yu Liu, Yifei Chen

CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking

Hao Li, Yuhao Wang, Xiantao Hu, Wenning Hao, Pingping Zhang

Modality and Task Adaptation for Enhanced Zero-shot Composed Image Retrieval

Haiwen Li, Delong Liu, Zhaohui Hou, Zeliang Ma, Fei Su

Mask2IV: Interaction-Centric Video Generation via Mask Trajectories

Gen Li, Bo Zhao, Jianfei Yang, Laura Sevilla-Lara

Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation

Fanding Li, Xiangyu Li, Xianghe Su, Xingyu Qiu, Suyu Dong

Refine3D: Scene-Adaptive Reference Point Refinement for Sparse 3D Object Detection

Fan Li, Jing LU, Yunlu Xu, Changhong Wu, Tao Xu

Learning a Fix and Explore Framework for Continuous Generalized Category Discovery

Chunming Li, Shidong Wang, Haofeng Zhang

RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels

Chengzhou Li, Ping Guo, Guanchen Meng, Qi Jia, Jinyuan Liu

MotivDance: Fine-Grained Text-Guided Motivation Choreography with Music Synchronization

Chenguang Li, Yu-Hui Wen, Liping Jing

Dual-Teacher Interactive Knowledge Distillation Network for Text-to-Visible & Infrared Person Retrieval

Chenglong Li, Zhengyu Chen, Yifei Deng, Aihua Zheng

Polarization Uncertainty-Guided Diffusion Model for Color Polarization Image Demosaicking

Chenggong Li, Yidong Luo, Junchao Zhang, Degui Yang

Exploring Surround-View Fisheye Camera 3D Object Detection

Changcai Li, Wenwei Lin, Zuoxun Hou, Gang Chen, Wei Zhang

MR-COSMO: Visual-Text Memory Recall and Direct CrOSs-MOdal Alignment Method for Query-Driven 3D Segmentation

Chade Li, Pengju Zhang, Yihong Wu

DigimonGPT: An Evolvable Agent with Hierarchical Human-like Memory for Video Question Answering

Borui Li, Xingcai Zhang, Tianen Liu, Shuai Wang, Yun Cheng

FreLay: Frequency-aware Energy Function for Training-free Layout-to-Image Generation

Bonan Li, Yinhan Hu, Songhua Liu, Zeyu Xiao, Xinchao Wang

Exploring Efficient Open-Vocabulary Segmentation in the Remote Sensing

Bingyu Li, Haocheng Dong, Da Zhang, Zhiyuan Zhao, Hao Sun

Test-Time Preference Optimization for Image Restoration

Bingchen Li, Xin Li, Jiaqi Xu, Jiaming Guo, Wenbo Li

PIF-Net: Ill-Posed Prior Guided Multispectral and Hyperspectral Image Fusion via Invertible Mamba and Fusion-Aware LoRA

Baisong Li, Xingwang Wang, Haixiao Xu

Dynamic-Static Collaboration for Unsupervised Domain Adaptive Video-Based Visible-Infrared Person Re-Identification

Jiaxu Leng, Zhengjie Wang, Shuang Li, Xinbo Gao

Versatile Vision-Language Model for 3D Computed Tomography

Jiayu Lei, Ziqing Fan, Yanyong Zhang, Weidi Xie, Ya Zhang

See, Rank, and Filter: Important Word-Aware Clip Filtering via Scene Understanding for Moment Retrieval and Highlight Detection

YuEun Lee, Jung Uk Kim

GPGS: Consistent 3D Object Removal via Geometry-Aware 3D Inpainting and Projected Image Refinement in 3D Gaussian Splatting

Yongjoon Lee, Donghyeon Cho

Difficulty-Aware Label-Guided Denoising for Monocular 3D Object Detection

Soyul Lee, Seungmin Baek, Dongbo Min

A Paradigm Shift in High-Resolution Depth Estimation Using SPAD-Based LiDAR Histograms: From Signal Filtering to Lightweight Similarity Learning

Minsung Lee, Seo Hyun Kim, Yeonsu Park, Hyeongseok Seo, Jongmin Lee

RefineVAD: Semantic-Guided Feature Recalibration for Weakly Supervised Video Anomaly Detection

Junhee Lee, ChaeBeen Bang, MyoungChul Kim, MyeongAh Cho

CHIMERA: Controllable High-quality Image-Mask Extraction for Reliable Diffusion-based Anomaly Synthesis

JoungBin Lee, Hyunkoo Lee, Jini Yang, Chaehyun Kim, Jung Yi

DipGuava: Disentangling Personalized Gaussian Features for 3D Head Avatars from Monocular Video

Jeonghaeng Lee, Seok Keun Choi, Zhixuan Li, Weisi Lin, Sanghoon Lee

Tuning-Free Amodal Segmentation via the Occlusion-Free Bias of Inpainting Models

Jae Joong Lee, Bedrich Benes, Raymond A. Yeh

Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models

Hyundo Lee, Suhyung Choi, Inwoo Hwang, Byoung-tak Zhang

Targeted Data Protection for Diffusion Model by Matching Training Trajectory

Hojun Lee, Mijin Koo, Yeji Song, Nojun Kwak

GeoMoE: Divide-and-Conquer Motion Field Modeling with Mixture-of-Experts for Two-View Geometry

Jiajun Le, Jiayi Ma

Marginalized Generalized IoU (MGIoU): A Unified Objective Function for Optimizing Convex Parametric Shapes

Duy-Tho Le, Trung Pham, Jianfei Cai, Hamid Rezatofighi

Lightweight Optimal-Transport Harmonization on Edge Devices

Maria Larchenko, Dmitry Guskov, Alexander Lobashev, Georgy Derevyanko

GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding

Tianzhong Lan, Zhang Yi, Xiuyuan Xu, Min Zhu

OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation

Meng Lan, Lefei Zhang, Xiaomeng Li

AnomalyPainter: Vision-Language-Diffusion Synergy for Realistic and Diverse Unseen Industrial Anomaly Synthesis

Zhangyu Lai, Yilin Lu, Xinyang Li, Jianghang Lin, Yansong Qu

RadarLLM: Empowering Large Language Models to Understand Human Motion from Millimeter-wave Point Cloud Sequence

Zengyuan Lai, Jiarui Yang, Songpengcheng Xia, Lizhou Lin, Lan Sun

Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias

JuneHyoung Kwon, Mihyeon Kim, Eunju Lee, Yoonji Lee, Seunghoon Lee

OceanSplat: Object-aware Gaussian Splatting with Trinocular View Consistency for Underwater Scene Reconstruction

Minseong Kweon, Jinsun Park

Temporal Object-Aware Vision Transformer for Few-Shot Video Object Detection

Yogesh Kumar, Anand Mishra

Generating-Filtering-Ranking: A Three-Stage MultiModal Data Augmentation Framework Under Partial Modality Missing

Zhirui Kuai, Huan Zhang, Yang Yang, Yiping Ma, Mingjing Huang

Gaussian Blending: Rethinking Alpha Blending in 3D Gaussian Splatting

Junseo Koo, Jinseo Jeong, Gunhee Kim

SalDiff-DTM: A Novel Dual-Temporal Modulated Diffusion Model for Omnidirectional Images Scanpath Prediction

Xiaohui Kong, Qian Liu, Dandan Zhu, Kaiwei Zhang, Xiongkuo Min

BridgeShape: Latent Diffusion Schrödinger Bridge for 3D Shape Completion

Dequan Kong, Honghua Chen, Zhe Zhu, Mingqiang Wei

Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation

Taeyeong Kim, Seungjoon Lee, Jung Uk Kim, MyeongAh Cho

PlugTrack: Multi-Perceptive Motion Analysis for Adaptive Fusion in Multi-Object Tracking

Seungjae Kim, Seungjoon Lee, MyeongAh Cho

Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation

Namyup Kim, Jinsung Lee, Suha Kwak

LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers

MinJun Kim, Jaeri Lee, Jongjin Kim, Jeongin Yun, Yongmo Kwon

Toward the Frontiers of Reliable Diffusion Sampling via Adversarial Sinkhorn Attention Guidance

Kwanyoung Kim

Towards Test-time Efficient Visual Place Recognition via Asymmetric Query Processing

Jaeyoon Kim, Yoonki Cho, Sung-eui Yoon

Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution

Hyeonjae Kim, Dongjin Kim, Eugene Jin, Tae Hyun Kim

State-Space Hierarchical Compression with Gated Attention and Learnable Sampling for Hour-Long Video Understanding in Large Multimodal Models

Geewook Kim, Minjoon Seo

DANCE: Density-agnostic and Class-aware Network for Point Cloud Completion

Da-Yeong Kim, Yeong-Jun Cho

GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis

Changjin Kim, HyeokJun Lee, YoungJoon Yoo

StreamSTGS: Streaming Spatial and Temporal Gaussian Grids for Real-Time Free-Viewpoint Video

Zhihui Ke, Yvyang Liu, Xiaobo Zhou, Tie Qiu

Forget Less by Learning from Parents Through Hierarchical Relationships

Arjun Ramesh Kaushik, Naresh Kumar Devulapally, Vishnu Suresh Lokhande, Nalini K. Ratha, Venu Govindaraju

Rethinking Direct Preference Optimization in Diffusion Models

Junyong Kang, Seohyun Lim, Kyungjune Baek, Hyunjung Shim

Timestep-Compressed Attack on Spiking Neural Networks Through Timestep-Level Backpropagation

Donghwa Kang, Doohyun Kim, Sang-Ki Ko, Jinkyu Lee, Hyeongboo Baek

Seeing the Unseen: Zooming in the Dark with Event Cameras

Dachun Kai, Zeyu Xiao, Huyue Zhu, Jiaxiao Wang, Yueyi Zhang

PINGS-X: Physics-Informed Normalized Gaussian Splatting with Axes Alignment for Efficient Super-Resolution of 4D Flow MRI

Sun Jo, Seok Young Hong, Jinhyun Kim, Seungmin Kang, Ahjin Choi