AAAI 2025

3,486 papers

Energy vs. Noise: Towards Robust Temporal Action Localization in Open-World

Chenyu Mu, Jiahua Li, Kun Wei, Cheng Deng

Qua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models

Keith G. Mills, Mohammad Salameh, Ruichen Chen, Negar Hassanpour, Wei Lu

Autonomous LLM-Enhanced Adversarial Attack for Text-to-Motion

Honglei Miao, Fan Ma, Ruijie Quan, Kun Zhan, Yi Yang

Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification

Yucong Meng, Zhiwei Yang, Yonghong Shi, Zhijian Song

EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models

GuangHao Meng, Sunan He, Jinpeng Wang, Tao Dai, Letian Zhang

Accelerated Diffusion via High-Low Frequency Decomposition for Pan-Sharpening

Ge Meng, Jingjia Huang, Jingyan Tu, Yingying Wang, Yunlong Lin

Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction

Ge Meng, Jingyan Tu, Jingjia Huang, Yunlong Lin, Yingying Wang

Black-Box Test-Time Prompt Tuning for Vision-Language Models

Fan'an Meng, Chaoran Cui, Hongjun Dai, Shuai Gong

Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models

Chutian Meng, Fan Ma, Jiaxu Miao, Chi Zhang, Yi Yang

Efficient Image-to-Image Diffusion Classifier for Adversarial Robustness

Hefei Mei, Minjing Dong, Chang Xu

CREST: An Efficient Conjointly-trained Spike-driven Framework for Event-based Object Detection Exploiting Spatiotemporal Dynamics

Ruixin Mao, Aoyu Shen, Lin Tang, Jun Zhou

DMF-Net: Image-Guided Point Cloud Completion with Dual-Channel Modality Fusion and Shape-Aware Upsampling Transformer

Aihua Mao, Yuxuan Tang, Jiangtao Huang, Ying He

OUS: Bridging Scene Context and Facial Features to Overcome the Rigid Cognitive Problem

Xinji Mai, Haoran Wang, Zeng Tao, Junxiong Lin, Shaoqi Yan

Relaxed Class-consensus Consistency for Semi-supervised Semantic Segmentation

Huayu Mai, Rui Sun, Feng Wu

Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling

Zhen-Xiang Ma, Zhen-Duo Chen, Tai Zheng, Xin Luo, Zixia Jia

Storynizor: Consistent Story Generation via Inter-Frame Synchronized and Shuffled ID Injection

Yuhang Ma, Wenting Xu, Chaoyi Zhao, Keqiang Sun, Qinfeng Jin

Follow-Your-Click: Open-domain Regional Image Animation via Motion Prompts

Yue Ma, Yingqing He, Hongfa Wang, Andong Wang, Leqi Shen

A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography

Xinghua Ma, Xinyan Fang, Mingye Zou, Gongning Luo, Wei Wang

Novel View Synthesis Under Large-Deviation Viewpoint for Autonomous Driving

Xin Ma, Jiguang Zhang, Peng Lu, Shibiao Xu, Chengwei Pan

Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning

Weijian Ma, Ruoxin Chen, Keyue Zhang, Shuang Wu, Shouhong Ding

CAKE: Category Aware Knowledge Extraction for Open-Vocabulary Object Detection

Shiyuan Ma, Donglin Qian, Kai Ye, ShengChuan Zhang

Does VLM Classification Benefit from LLM Description Semantics?

Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko, Vincent Tao Hu, Bjorn Ommer

Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection

Jitao Ma, Weiying Xie, Hangyu Ye, Daixun Li, Leyuan Fang

GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models

Jian Ma, Yonglin Deng, Chen Chen, Nanyang Du, Haonan Lu

Step-Calibrated Diffusion for Biomedical Optical Image Restoration

Yiwei Lyu, Sung Jik Cha, Cheng Jiang, Asadur Zaman Chowdury, Xinhai Hou

MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context

Shuai Lyu, Rongchen Zhang, Zeqi Ma, Fangjian Liao, Dongmei Mo

HVIS: A Human-like Vision and Inference System for Human Motion Prediction

Kedi Lyu, Haipeng Chen, Zhenguang Liu, Yifang Yin, Yukang Lin

Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance

Jiahao Lyu, Wei Wang, Dongbao Yang, Jinwen Zhong, Yu Zhou

ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation

Liang Lv, Lefei Zhang

Infer the Whole from a Glimpse of a Part: Keypoint-Based Knowledge Graph for Vehicle Re-Identification

Kai Lv, Yunlong Li, Zhuo Chen, Shuo Wang, Sheng Han

Revisiting Change Captioning from Self-supervised Global-Part Alignment

Feixiao Lv, Rui Wang, Lihua Jing

Privacy-Preserving Low-Rank Adaptation Against Membership Inference Attacks for Latent Diffusion Models

Zihao Luo, Xilie Xu, Feng Liu, Yun Sing Koh, Di Wang

Rethinking U-Net: Task-Adaptive Mixture of Skip Connections for Enhanced Medical Image Segmentation

Zichen Luo, Xinshan Zhu, Lan Zhang, Biao Sun

Beyond Pixel and Object: Part Feature as Reference for Few-Shot Video Object Segmentation

Naisong Luo, Guoxin Xiong, Tianzhu Zhang

Diff-Shadow: Global-guided Diffusion Model for Shadow Removal

Jinting Luo, Ru Li, Chengzhi Jiang, Xiaoming Zhang, Mingyan Han

Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval

Dezhao Luo, Shaogang Gong, Jiabo Huang, Hailin Jin, Yang Liu

Can LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving

Yuhang Lu, Yichen Yao, Jiadong Tu, Jiangnan Shao, Yuexin Ma

DeMo: Deep Motion Field Consensus with Learnable Kernels for Two-view Correspondence Learning

Yifan Lu, Jiajun Le, Zizhuo Li, Yixuan Yuan, Jiayi Ma

GenesisTex2: Stable, Consistent and High-Quality Text-to-Texture Generation

Jiawei Lu, YingPeng Zhang, Zengjun Zhao, He Wang, Kun Zhou

Towards Generalizable Multi-Camera 3D Object Detection via Perspective Rendering

Hao Lu, Yunpeng Zhang, Guoqing Wang, Qing LIAN, Dalong Du

Privacy-Preserving V2X Collaborative Perception Integrating Unknown Collaborators

Bin Lu, Xinyu Xiao, Changzhou Zhang, Yang Zhou, Zhiyu Xiang

RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba

Andong Lu, Wanyu Wang, Chenglong Li, Jin Tang, Bin Luo

Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions

Yu Long, Qinghua Lin, Zhihua Wang, Kai Zhang, Jianguo Zhang

Robust SAM: On the Adversarial Robustness of Vision Foundation Models

Jiahuan Long, Zhengqin Xu, Tingsong Jiang, Wen Yao, Shuai Jia

SAUGE: Taming SAM for Uncertainty-Aligned Multi-Granularity Edge Detection

Xing Liufu, Chaolei Tan, Xiaotong Lin, Yonggang Qi, Jinxuan Li

Training Verification-Friendly Neural Networks via Neuron Behavior Consistency

Zongxin Liu, Zhe Zhao, Fu Song, Jun Sun, Pengfei Yang

Advancing Comprehensive Aesthetic Insight with Multi-Scale Text-Guided Self-Supervised Learning

Yuti Liu, Shice Liu, Junyuan Gao, Peng-tao Jiang, Hao Zhang

SCOPE: Sign Language Contextual Processing with Embedding from LLMs

Yuqi Liu, Wenqian Zhang, Sihan Ren, Chengyu Huang, Jingyi Yu

See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI

Yulong Liu, Yongqiang Ma, Guibo Zhu, Haodong Jing, Nanning Zheng

Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization

Yishu Liu, Jiawei Zhu, Congcong Wen, Guangming Lu, Hui Lin

DreamUHD: Frequency Enhanced Variational Autoencoder for Ultra-High-Definition Image Restoration

Yidi Liu, Dong Li, Jie Xiao, Yuanfei Bao, Senyan Xu

DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval

Yating Liu, Zimo Liu, Xiangyuan Lan, Wenming Yang, Yaowei Li

CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment

Yating Liu, Yujie Zhang, Ziyu Shan, Yiling Xu

MUN: Image Forgery Localization Based on M³ Encoder and UN Decoder

Yaqi Liu, Shuhuan Chen, Haichao Shi, Xiao-Yu Zhang, Song Xiao

Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment

Yang Liu, Mengyuan Liu, Shudong Huang, Jiancheng Lv

Learning Dynamic Similarity by Bidirectional Hierarchical Sliding Semantic Probe for Efficient Text Video Retrieval

Yang Liu, Shudong Huang, Deng Xiong, Jiancheng Lv

DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes

Yang Liu, Feng Hou, Yunjie Peng, Gangjian Zhang, Yao Zhang

Unveiling the Knowledge of CLIP for Training-Free Open-Vocabulary Semantic Segmentation

Yajie Liu, Guodong Wang, Jinjin Zhang, Qingjie LIU, Di Huang

Unlocking the Potential of Reverse Distillation for Anomaly Detection

Xinyue Liu, Jianyuan Wang, Biao Leng, Shuo Zhang

Generalized Debiased Semi-Supervised Hashing for Large-Scale Image Retrieval

Xingbo Liu, Xuening Zhang, Xiushan Nie, Yang Shi, Yilong Yin

Interacted Object Grounding in Spatio-Temporal Human-Object Interactions

Xiaoyang Liu, Boran Wen, Xinpeng Liu, Zizheng Zhou, Hongwei Fan

Multi-view Consistent 3D Panoptic Scene Understanding

Xianzhu Liu, Xin Sun, Haozhe Xie, Zonglin Li, Ru Li

Training Matting Models Without Alpha Labels

Wenze Liu, Zixuan Ye, Hao Lu, Zhiguo Cao, Xiangyu Yue

HC-LLM: Historical-Constrained Large Language Models for Radiology Report Generation

Tengfei LIU, Jiapu Wang, Yongli Hu, Mingjie Li, Junfei Yi

VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization

Tao Liu, Ziyang Ma, Qi Chen, Feilong Chen, Shuai Fan

Relation-aware Hierarchical Prompt for Open-vocabulary Scene Graph Generation

Tao Liu, Rongjie Li, Chongyu Wang, Xuming He

FaceMe: Robust Blind Face Restoration with Personal Identification

Siyu Liu, Zheng-Peng Duan, Jia OuYang, Jiayi Fu, Hyunhee Park

DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments

Shuhong Liu, Xiang Chen, Hongming Chen, Quanfeng Xu, Mingrui Li

Efficient Deformable Convolutional Prompt for Continual Test-Time Adaptation in Medical Image Segmentation

SHIYU LIU, Daoqiang Zhang, Xiaoke Hao

Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities

Shanyuan Liu, Bo Cheng, Yuhang Ma, Liebucha Wu, Ao Ma

Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints

Qinglin Liu, Zonglin Li, Xiaoqian Lv, Xin Sun, Ru Li

LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation

Mushui Liu, Yuhang Ma, Zhen Yang, Jun Dan, yunlong yu

UP-Restorer: When Unrolling Meets Prompts for Unified Image Restoration

Minghao Liu, Wenhan Yang, Jinyi Luo, Jiaying Liu

Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning

Man Liu, Huihui Bai, Feng Li, Chunjie Zhang, Yunchao Wei

D&M: Enriching E-commerce Videos with Sound Effects by Key Moment Detection and SFX Matching

Jingyu Liu, minquan wang, Ye Ma, Bo Wang, Aozhu Chen

Union Is Strength! Unite the Power of LLMs and MLLMs for Chart Question Answering

Jiapeng Liu, Liang Li, Shihao Rao, Xiyan Gao, Weixin Guan

TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation

Jiajie Liu, Mengyuan Liu, Hong Liu, Wenhao Li

PEIE: Physics Embedded Illumination Estimation for Adaptive Dehazing

Huaizhuo Liu, Hai-Miao Hu, Yonglong Jiang, Yurui Liu

ProtoCar: Learning 3D Vehicle Prototypes from Single-View and Unconstrained Driving Scene Images

Hongyuan Liu, Haochen Yu, Bochao Zou, Juntao Lyu, Qi Mei

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation

Hongjian Liu, Qingsong Xie, Tianxiang Ye, Zhijie Deng, Chen Chen

UN-DETR: Promoting Objectness Learning via Joint Supervision for Unknown Object Detection

HaoMiao Liu, Hao Xu, Chuhuai Yue, Bo Ma

Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning

Han Liu, Yuanyuan Wang, Xiaotong Zhang, Feng Zhang, Wei Wang

DreamAlign: Dynamic Text-to-3D Optimization with Human Preference Alignment

Gaofeng Liu, Zhiyuan Ma, Tao Fang

Making Large Vision Language Models to Be Good Few-Shot Learners

Fan LIU, Wenwen Cai, Jian Huo, Chuanyi Zhang, Delong Chen

Zero-Shot Noise2Mean: Gap Minimization for Efficient Denoising from a Single Noisy Image

Duo Liu, Yiqi Shi, Guoyin Zhang, Sizhao Li, Liguo Zhang

Text to Point Cloud Localization with Multi-Level Negative Contrastive Learning

Dunqiang Liu, Shujun Huang, Wen Li, Siqi Shen, Cheng Wang

UFO: Enhancing Diffusion-Based Video Generation with a Uniform Frame Organizer

Delong Liu, Zhaohui Hou, Mingjie Zhan, Shihao Han, Zhicheng Zhao

Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations

Decheng Liu, Zongqi Wang, Chunlei Peng, Nannan Wang, Ruimin Hu

Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging

Chuang Liu, Yichao Cao, Yingying Zhang, Xiu Su, Haogang Zhu

Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis

Chengzhi Liu, Zile Huang, Zhe Chen, Feilong Tang, Yu Tian

Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline

Baolong Liu, Ruiqing Yang, Roukai Huang, Wenhao Xu, Xin Pan

SOVGaussian: Sparse-View 3D Gaussian Splatting for Open-Vocabulary Scene Understanding

Peng Ling, Tiao Tan, Jiaqi Lin, Wenming Yang

Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference

ZhiHang Lin, Mingbao Lin, Luxi Lin, Rongrong Ji

Deep Hierarchies and Invariant Disease-Indicative Feature Learning for Computer Aided Diagnosis of Multiple Fundus Diseases

Yuxin Lin, Wei Wang, Xiaoling Luo, zhihao wu, Chengliang Liu

DPLUT: Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors

Yunlong Lin, Zhenqi Fu, Kairun Wen, Tian Ye, Sixiang Chen

AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement

Yunlong Lin, Tian Ye, Sixiang Chen, Zhenqi Fu, Yingying Wang

Memory Efficient Matting with Adaptive Token Routing

Yiheng Lin, Yihan Hu, Chenyi Zhang, Ting Liu, Xiaochao Qu

Multi-StyleGS: Stylized Gaussian Splatting with Multiple Styles

Yangkai Lin, Jiabao Lei, Kui Jia

HandDiffuse: Generative Controllers for Two-Hand Interactions via Diffusion Models

Pei Lin

FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation

Min Lin, Gangwei Xu, Yun Wang, Xianqi Wang, Xin Yang