AAAI 2026

4,920 papers

HiFi-Mamba: Dual-Stream ?-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction

Hongli Chen, Pengcheng Fang, Yuxia Chen, Yingxuan Ren, Jing Hao

Hanqi Chen, Xu Zhang, Xiaoliu Guan, Lielin Jiang, Guanzhong Wang

VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation

Guilian Chen, Xiaoling Luo, Huisi Wu, Jing Qin

CoRA: A Collaborative Robust Architecture with Hybrid Fusion for Efficient Perception

Gong Chen, Chaokun Zhang, Pengcheng Lv, Xiaohui Xie

Vision-language Incremental Learning with Dual Class-individual Memory

Fuhai Chen, Feng Zhang, XiaoGuang Ma, Yiyi Zhou, Jiarong Liu

UniABG: Unified Adversarial View Bridging and Graph Correspondence for Unsupervised Cross-View Geo-Localization

Cuiqun Chen, Qi Chen, Bin Yang, Xingyi Zhang

Action-and-object Aware Alignment for Partially Relevant Video Retrieval

Chuanshen Chen, Kai Zhou, Zhiquan Wen, Zeng You, Yirui Li

AerialMind: Towards Referring Multi-Object Tracking in UAV Scenarios

Chenglizhao Chen, Shaofeng Liang, Runwei Guan, Xiaolou Sun, Haocheng Zhao

Vision-Only Gaussian Splatting for Collaborative Semantic Occupancy Prediction

Cheng Chen, Hao Huang, Saurabh Bagchi

Perspective from a Broader Context: Can Room Style Knowledge Help Visual Floorplan Localization?

Bolei Chen, Shengsheng Yan, Yongzheng Cui, Jiaxu Kang, Ping Zhong

Towards Ultrasound-based Reliable Disease Diagnosis Using Causal Inference

Bolei Chen, Jiaxu Kang, Haonan Yang, Ping Zhong, Yixiong Liang

Style4D-Bench: A Benchmark Suite for 4D Stylization

Beiqi Chen, Shuai Shao, Haitang Feng, Jianhuang Lai, Jianlou Si

Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment

Baoliang Chen, Siyi Pan, Dongxu Wu, Liang Xie, Xiangjie Sui

PerTouch: VLM-Driven Agent for Personalized and Semantic Image Retouching

Zewei Chang, Zheng-Peng Duan, Jianxing Zhang, Chun-Le Guo, Siyu Liu

BulletTime4D: Towards High Spatio-Temporal Resolution Dynamic Scene Rendering via Spike-Guided Stereo Vision

Yiqian Chang, Haoran Xu, Qinghong Ye, Jianing Li, Xuan Wang

Escaping the CAM Shadow: Uncertainty-Guided Reliable Learning for Weakly Supervised Semantic Segmentation

Luyao Chang, Leiting Chen, chen yang, Chuan Zhou

MambaOVSR: Multiscale Fusion with Global Motion Modeling for Chinese Opera Video Super-Resolution

Hua Chang, Xin Xu, Wei Liu, Wei Wang, Xin Yuan

MeshSplat: Generalizable Sparse-View Surface Reconstruction via Gaussian Splatting

Hanzhi Chang, Ruijie Zhu, Wenjie Chang, Mulin Yu, Yanzhe Liang

Reconstruction Using the Invisible: Intuition from NIR and Metadata for Enhanced 3D Gaussian Splatting

Gyusam Chang, Tuan-Anh Vu, Vivek Alumootil, Harris Song, Deanna Pham

AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs

Boyu Chang, Qi Wang, Xi Guo, Zhixiong Nan, Yazhou Yao

QuantVSR: Low-Bit Post-Training Quantization for Real-World Video Super-Resolution

Bowen Chai, Zheng Chen, Libo Zhu, Wenbo Li, Yong Guo

Maniflat3D: Learning 3D Geometry Through Planar Representations from Multi-Layer Unwrapping

Zijian Cao, Dayou Zhang, Zeyuan Liu, Zhicheng Liang, Fangxin Wang

Multivariate Diffusion Transformer with Decoupled Attention for High-Fidelity Mask-Text Collaborative Facial Generation

Yushe Cao, Dianxi Shi, Xing Fu, Xuechao Zou, Haikuo Peng

Audio-Assisted Face Video Restoration with Temporal and Identity Complementary Learning

Yuqin Cao, Yixuan Gao, Wei Sun, Xiaohong Liu, Yulun Zhang

Automatic Translational Correction of Multi-View Coronary Angiography Based on Auto-Annotation Data Generation

Yue Cao, Zhuo Zhang, Shuai Xiao, Jialin Li, Guipeng Lan

Robust Noise Modeling for Spike Camera via Time-Interval Quantification and Spike-DSLR Multimodal Dataset in Low-Light Imaging

Yue Cao, Sizhao Li, Liguo Zhang

EAGLE: Episodic Appearance- and Geometry-aware Memory for Unified 2D-3D Visual Query Localization in Egocentric Vision

Yifei Cao, Yu Liu, Guolong Wang, Zhu Liu, Kai Wang

Latent Knowledge-Guided Video Diffusion for Scientific Phenomena Generation from a Single Initial Frame

Qinglong Cao, Xirui Li, Ding Wang, Chao Ma, Yuntian Chen

Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models

Meng Cao, Pengfei Hu, Yingyao Wang, Jihao Gu, Haoran Tang

VQAThinker: Exploring Generalizable and Explainable Video Quality Assessment via Reinforcement Learning

Linhan Cao, Wei Sun, Weixia Zhang, Xiangyang Zhu, Jun Jia

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers

Ke Cao, Jing Wang, Ao Ma, Jiasong Feng, Xuanhua He

UQ-Bench: A Benchmark for Evaluating Multimodal LLMs on Underwater Image Quality Assessment

Jingchao Cao, Guo An, Feng Gao, Ke Gu, Yutao Liu

Learning Depth from Past Selves: Self-Evolution Contrast for Robust Depth Estimation

Jing Cao, Kui Jiang, Shenyi Li, Xiaocheng Feng, Yong Huang

FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning

Jiajun Cao, Qizhe Zhang, Peidong Jia, Xuhui Zhao, Bo Lan

Split-Layer: Enhancing Implicit Neural Representation by Maximizing the Dimensionality of Feature Space

Zhicheng Cai, Hao Zhu, Linsen Chen, Qiu Shen, Xun Cao

Mem4D: Decoupling Static and Dynamic Memory for Dynamic Scene Reconstruction

Xudong Cai, Shuo Wang, Peng Wang, Yongcai Wang, Zhaoxin Fan

SEMC: Structure-Enhanced Mixture-of-Experts Contrastive Learning for Ultrasound Standard Plane Recognition

Qing Cai, GuihaoYan, Fan Zhang, Cheng Zhang, Zhi Liu

Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach

Lvpan Cai, Haowei Wang, Jiayi Ji, Yanshu Zhoumen, Shen Chen

DriveLiDAR4D: Sequential and Controllable LiDAR Scene Generation for Autonomous Driving

Kaiwen Cai, Xinze Liu, Xia Zhou, Hengtong Hu, Jie Xiang

Seeing in Double: Dual-Granularity BEV Segmentation via Mamba-Driven Alignment and Polar-Decoupled Experts

Jiaxin Cai, Rui Lin, Jingze Su, Qi Li, Wenjie Yang

FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training

Fuhan Cai, Yong Guo, Jie Li, Wenbo Li, Jian Chen

Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models

Francisco Caetano, Christiaan Viviers, Peter H.N. de With, Fons van der Sommen

DOS: Directional Object Separation in Text Embeddings for Multi-Object Image Generation

Dongnam Byun, Jungwon Park, Jungmin Ko, Changin Choi, Wonjong Rhee

MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video

Minh-Quan Viet Bui, Jongmin Park, Juan Luis Gonzalez, Jaeho Moon, Jihyong Oh

Knowledge-Enhanced Explainable Prompting for Vision-Language Models

Yequan Bie, Andong Tan, Zhixuan Chen, Zhiyuan Cai, Luyang Luo

Robust Pedestrian Detection with Uncertain Modality

Qian Bie, Xiao Wang, Bin Yang, Zhixi Yu, Jun Chen

Foundation-Adaptive Integrated Refinement for Generalized Category Discovery

Yuwei Bian, Shidong Wang, Yazhou Yao, Haofeng Zhang

SSR: Semantic and Spatial Rectification for CLIP-based Weakly Supervised Segmentation

Xiuli Bi, Die Xiao, Junchao Fan, Bin Xiao

Text-to-Scene with Large Reasoning Models

Frédéric Berdoz, Luca A Lanzendörfer, Nick Tuninga, Roger Wattenhofer

CPOStream: Collaborating Prediction and Observation for Flicker-Free Streamable Free-Viewpoint Video with 3DGS

Zhenyu Bao, Qing Li, Jinhan Xie, Kanglin Liu

TripleFDS: Triple Feature Disentanglement and Synthesis for Scene Text Editing

Yuchen Bao, Yiting Wang, Wenjian Huang, Haowei Wang, Shen Chen

Stop Mixing Things Up! BISCUIT Teaches Vision-Language Models to Learn New Concepts from Images on the Spot

Jiahua Bao, Siyao Cheng, Jiaxing Du, Yuhang Jia, Boyang Niu

MCIE: Multimodal LLM-Driven Complex Instruction Image Editing with Spatial Guidance

Xuehai Bai, Xiaoling Gu, Akide Liu, Hangjie Yuan, Yifan Zhang

Complex Mathematical Expression Recognition: Benchmark, Large-Scale Dataset and Strong Baseline

Weikang Bai, Yongkun Du, Yuchen Su, Yazhen Xie, Zhineng Chen

SDNet: LiDAR Semantic Scene Completion with Sparse-Dense Fusion and Input-Aware Label Refinement

Tingming Bai, Zhiyu Xiang, Peng Xu, Tianyu Pu, Kai Wang

Plug-and-Play Optimization for 3D Gaussian Splatting Compression: Distribution Regularization, Probabilistic Pruning and Detail Compensation

Tian Bai, Zheng Qiu, Haojie Chen, Ziyang Dai

HyperCOD: The First Challenging Benchmark and Baseline for Hyperspectral Camouflaged Object Detection

Shuyan Bai, Tingfa Xu, Peifu Liu, Yuhao Qiu, Huiyan Bai

Learning Compact Latent Space for Representing Neural Signed Distance Functions with High-fidelity Geometry Details

Qiang Bai, Bojian Wu, Xi Yang, Zhizhong Han

DogFit: Domain-guided Fine-tuning for Efficient Transfer Learning of Diffusion Models

Yara Bahram, Mohammadhadi Shateri, Eric Granger

Towards Temporal Fusion Beyond the Field of View for Camera-based Semantic Scene Completion

Jongseong Bae, Junwoo Ha, Jinnyeong Heo, Yeongin Lee, Ha Young Kim

Cross-temporal 3D Gaussian Splatting for Sparse-view Guided Scene Update

Zeyuan An, Yanghang Xiao, Zhiying Leng, Frederick W. B. Li, Xiaohui Liang

Enhancing Retrieval-Augmented Large Vision Language Models via Knowledge Conflict Mitigation

Wenbin An, Jiahao Nie, Feng Tian, Mingxiang Cai, Yaqiang Wu

Spatio-Temporal Distortion Aware Omnidirectional Video Super-Resolution

Hongyu An, Xinfeng Zhang, Shijie Zhao, Li Zhang, Ruiqin Xiong

Open-World Object Counting in Videos

Niki Amini-Naieni, Andrew Zisserman

LiteGE: Lightweight Geodesic Embedding for Efficient Geodesics Computation and Non-Isometric Shape Correspondence

Yohanes Yudhi Adikusuma, Qixing Huang, Ying He

TMDC: A Two-Stage Modality Denoising and Complementation Framework for Multimodal Sentiment Analysis with Missing and Noisy Modalities

Yan Zhuang, Minhao LIU, Yanru Zhang, Jiawen Deng, Fuji Ren

Ψ-Arena: Interactive Assessment and Optimization of LLM-based Psychological Counselors with Tripartite Feedback

Shijing Zhu, Zhuang Chen, Guanqun Bi, Binghang Li, Yaxi Deng

Voices, Faces, and Feelings: Multi-modal Emotion-Cognition Captioning for Mental Health Understanding

Zhiyuan Zhou, Yanrong Guo, Shijie Hao

Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities

Yujia Zhou, Hexi Wang, Qingyao Ai, Zhen Wu, Yiqun Liu

TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling

Deming Zhou, Yuetong Fang, Zhaorui Wang, Renjing Xu

Spikingformer: A Key Foundation Model for Spiking Neural Networks

Chenlin Zhou, Liutao Yu, Zhaokun Zhou, Han Zhang, Jiaqi Wang

Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN Conversion

Wenhan Zhang, Zihan Huang, Tong Bu, Tiejun Huang, Zhaofei Yu

A Multimodal EEG-Eye Movement Model for Automatic Depression Detection

Hao-Long Yin, Jian-Ming Zhang, Ren-Jie Dai, Wei-Long Zheng, Qinyu Lv

Melodia: Training-Free Music Editing Guided by Attention Probing in Diffusion Models

Yi Yang, Haowen Li, Tianxiang Li, Boyu Cao, Xiaohan Zhang

Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs

Xikang Yang, Biyu Zhou, Xuehai Tang, Jizhong Han, Songlin Hu

PSA-MF: Personality-Sentiment Aligned Multi-Level Fusion for Multimodal Sentiment Analysis

Heng Xie, Kang Zhu, Zhengqi Wen, Jianhua Tao, Xuefei Liu

Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition

Haiying Xia, Zhongyi Huang, Yumei Tan, Shuxiang Song

SPP-SCL: Semi-Push-Pull Supervised Contrastive Learning for Image-Text Sentiment Analysis and Beyond

Jiesheng Wu, Shengrong Li

DHCM-CACL: Dynamic Hierarchical Cross-modal Mamba with Confidence-Adaptive Contrastive Learning for Multimodal Emotion Recognition

Baiqiang Wu, Yang Li

Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape

Ziquan Wei, Tingting Dan, Guorong Wu

Computer Vision Modeling of the Development of Geometric and Numerical Concepts in Humans

Zekun Wang, Sashank Varma

InterMoE: Individual-Specific 3D Human Interaction Generation via Dynamic Temporal-Selective MoE

Lipeng Wang, Hongxing Fan, Haohua Chen, Zehuan Huang, Lu Sheng

Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers

Jingya Wang, Xin Deng, Wenjie Wei, Dehao Zhang, Shuai Wang

SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition

Jiaqi Wang, Liutao Yu, Xiongri Shen, Sihang Guo, Chenlin Zhou

Hi-EF: Benchmarking Emotion Forecasting in Human-interaction

Haoran Wang, Xinji Mai, Zeng Tao, Junxiong Lin, Xuan Tong

Dep-MAP: A Multi-level Alignment Framework with Semantic Prototypes for Video-based Automatic Depression Assessment

Hao Wang, Jiayu Ye, Qingxiang Wang

Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces

Kaixi Tian, Shengjia Zhao, Yuhan Zhang, Shan Yu

HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution

Jinzhou Tang, Jusheng Zhang, Qinhan Lv, Sidi Liu, Jing Yang

Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models

Zhouxing Tan, Ruochong Xiong, Yulong Wan, Jinlong Ma, Hanlin Xue

IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes

Wenfeng Song, Shi Zheng, Xinyu Zhang, Xingliang Jin, Aimin Hao

Activation-wise Propagation: A One-Timestep Strategy for Spiking Neural Networks

Jian Song, Xiangfei Yang, Shangke Lyu, Donglin Wang

Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation

Xiaoxuan Shen, Zhihai Hu, Fuqing Li, Shengyingjie Liu, Jianwen Sun

SCORE: Semantic Collage by Optimizing Rendered Elements

Zefan Shao, Jin Zhou, Hongliang Yang, Pengfei Xu

Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier

Hyeongseop Rha, Jeong Hun Yeo, Yeonju Kim, Yong Man Ro

A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation

Shanshan Qin, Joshua L. Pughe-Sanford, Alexander Genkin, Pembe Gizem Ozdil, Philip Greengard

Modelling the Effects of Hearing Loss on Neural Coding in the Auditory Midbrain with Variational Conditioning

Lloyd Pellatt, Fotios Drakopoulos, Shievanie Sabesan, Nicholas A. Lesica

SteerMusic: Enhanced Musical Consistency for Zero-shot Text-Guided and Personalized Music Editing

Xinlei Niu, Kin Wai Cheuk, Jing Zhang, Naoki Murata, Chieh-Hsin Lai

Agentic Design Review System

Sayan Nag, Joseph K J, Koustava Goswami, Vlad I Morariu, Balaji Vasan Srinivasan

I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural Networks

Ruichen Ma, Liwei Meng, Guanchao Qiao, Ning Ning, Yang Liu

Temporal Dynamics Enhancer for Directly Trained Spiking Object Detectors

Fan Luo, Zeyu Gao, Xinhao Luo, KAI ZHAO, Yanfeng Lu