IJCAI 2024

1,048 papers

Expressiveness is Effectiveness: Self-supervised Fashion-aware CLIP for Video-to-Shop Retrieval

Likai Tian, Zhengwei Yang, Zechao Hu, Hao Li, Yifang Yin

Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search

Haichun Tai, De Cheng, Jie Li, Nannan Wang, Xinbo Gao

Dynamic Brightness Adaptation for Robust Multi-modal Image Fusion

Yiming Sun, Bing Cao, Pengfei Zhu, Qinghua Hu

Who Looks like Me: Semantic Routed Image Harmonization

Jinsheng Sun, Chao Yao, Xiaokun Wang, Yu Guo, Yalan Zhang

FineFMPL: Fine-grained Feature Mining Prompt Learning for Few-Shot Class Incremental Learning

Hongbo Sun, Jiahuan Zhou, Xiangteng He, Jinglin Xu, Yuxin Peng

CLR-Face: Conditional Latent Refinement for Blind Face Restoration Using Score-Based Diffusion Models

Maitreya Suin, Rama Chellappa

A Consistency and Integration Model with Adaptive Thresholds for Weakly Supervised Object Localization

Hao Su, Meng Yang

RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM

Ziying Song, Guoxing Zhang, Lin Liu, Lei Yang, Shaoqing Xu

SPGNet: A Shape-prior Guided Network for Medical Image Segmentation

Zhengxuan Song, Xun Liu, Wenhao Zhang, Yongyi Gong, Tianyong Hao

Learning a Spiking Neural Network for Efficient Image Deraining

Tianyu Song, Guiyue Jin, Pengpeng Li, Kui Jiang, Xiang Chen

Motion-Aware Heatmap Regression for Human Pose Estimation in Videos

Inpyo Song, Jongmin Lee, Moonwook Ryu, Jangwon Lee

Conflict-Alleviated Gradient Descent for Adaptive Object Detection

Wenxu Shi, Bochuan Zheng

Contrastive Transformer Cross-Modal Hashing for Video-Text Retrieval

Xiaobo Shen, Qianxin Huang, Long Lan, Yuhui Zheng

Contrastive Transformer Masked Image Hashing for Degraded Image Retrieval

Xiaobo Shen, Haoyu Cai, Xiuwen Gong, Yuhui Zheng

Efficient Screen Content Image Compression via Superpixel-based Content Aggregation and Dynamic Feature Fusion

Sheng Shen, Huanjing Yue, Jingyu Yang

EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery

Mirza Tanzim Sami, Da Yan, Saugat Adhikari, Lyuheng Yuan, Jiao Han

SEMv3: A Fast and Robust Approach to Table Separation Line Detection

Chunxia Qin, Zhenrong Zhang, Pengfei Hu, Chenyu Liu, Jiefeng Ma

ESP-PCT: Enhanced VR Semantic Performance through Efficient Compression of Temporal and Spatial Redundancies in Point Cloud Transformers

Luoyu Mei, Shuai Wang, Yun Cheng, Ruofeng Liu, Zhimeng Yin

FastScene: Text-Driven Fast Indoor 3D Scene Generation via Panoramic Gaussian Splatting

Yikun Ma, Dandan Zhan, Zhi Jin

Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining

Junbo Ma, Caixuan Luo, Jia Hou, KAI ZHAO

C3L: Content Correlated Vision-Language Instruction Tuning Data Generation via Contrastive Learning

Ji Ma, Wei Suo, Peng Wang, Yanning Zhang

Cross-Domain Feature Augmentation for Domain Generalization

Yingnan Liu, Yingtian Zou, Rui Qiao, Fusheng Liu, Mong Li Lee

Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation

Yaohua Liu, Jiaxin Gao, Xuan Liu, Xianghao Jiao, Xin Fan

DifTraj: Diffusion Inspired by Intrinsic Intention and Extrinsic Interaction for Multi-Modal Trajectory Prediction

Yanghong Liu, Xingping Dong, Yutian Lin, Mang Ye

DCDet: Dynamic Cross-based 3D Object Detector

Shuai Liu, Boyang Li, Zhiyu Fang, Kai Huang

Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications

Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu

Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling

Gongye Liu, Haoze Sun, Jiayi Li, Fei Yin, Yujiu Yang

Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods

Chuni Liu, Boyuan Ma, Xiaojuan Ban, Yujie Xie, Hao Wang

MCM: Multi-condition Motion Synthesis Framework

Zeyu Ling, Bo Han, Yongkang Wong, Han Lin, Mohan Kankanhalli

Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion

Quanmin Liang, Zhilin Huang, Xiawu Zheng, Feidiao Yang, Jun Peng

GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension

Jiafeng Liang, Shixin Jiang, Zekun Wang, Haojie Pan, Zerui Chen

Advancing Medical Image Segmentation via Self-supervised Instance-adaptive Prototype Learning

Guoyan Liang, Qin Zhou, Jingyuan Chen, Zhe Wang, Chang Yao

Cross-modal Generation and Alignment via Attribute-guided Prompt for Unsupervised Text-based Person Retrieval

Zongyi Li, Jianbo Li, Yuxuan Shi, Hefei Ling, Jiazhong Chen

WSRFNet: Wavelet-Based Scale-Specific Recurrent Feedback Network for Diabetic Retinopathy Lesion Segmentation

Xuan Li, Xiangqian Wu

Revitalizing Real Image Deraining via a Generic Paradigm towards Multiple Rainy Patterns

Xin Li, Yuxin Feng, Fan Zhou, Yun Liang, Zhuo Su

DenseKoopman: A Plug-and-Play Framework for Dense Pedestrian Trajectory Prediction

Xianbang Li, Yilong Ren, Han Jiang, Haiyang Yu, Yanlei Cui

OTOcc: Optimal Transport for Occupancy Prediction

Pengteng Li, Ying He, F. Richard Yu, Pinhao Song, Xingchen Zhou

Probabilistic Contrastive Learning for Domain Adaptation

Junjie Li, Yixin Zhang, Zilei Wang, Saihui Hou, Keyu Tu

Boundary-aware Decoupled Flow Networks for Realistic Extreme Rescaling

Jinmin Li, Tao Dai, Jingyun Zhang, Kang Liu, Jun Wang

Invertible Residual Rescaling Models

Jinmin Li, Tao Dai, Yaohua Zha, Yilu Luo, Longfei Lu

A Coarse-to-Fine Fusion Network for Event-Based Image Deblurring

Huan Li, Hailong Shi, Xingyu Gao

Bridging Stereo Geometry and BEV Representation with Reliable Mutual Interaction for Semantic Scene Completion

Bohan Li, Yasheng Sun, Zhujin Liang, Dalong Du, Zhuanghui Zhang

IntensPure: Attack Intensity-aware Secondary Domain Adaptive Diffusion for Adversarial Purification

Eun-Gi Lee, Moon Seok Lee, Jae Hyun Yoon, Seok Bong Yoo

TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism

Minsoo Khang, Teakgyu Hong

Scene-Adaptive Person Search via Bilateral Modulations

Yimin Jiang, Huibing Wang, Jinjia Peng, Xianping Fu, Yang Wang

LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation

Wentao Jiang, Jing Zhang, Di Wang, Qiming ZHANG, Zengmao Wang

M2Beats: When Motion Meets Beats in Short-form Videos

Dongxiang Jiang, Yongchang Zhang, Shuai He, Anlong Ming

Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition

Yunbing Jia, Xiaoyu Kong, Fan Tang, Yixing Gao, Weiming Dong

Dual Enhancement in ODI Super-Resolution: Adapting Convolution and Upsampling to Projection Distortion

Xiang Ji, Changqiao Xu, Lujie Zhong, Shujie Yang, Han Xiao

PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation

Deyi Ji, Wenwei Jin, Hongtao Lu, Feng Zhao

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation

Zi-Xian Huang, Chuan-Xian Ren

Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting

Muqi Huang, Chaoyue Wang, Yong Luo, Lefei Zhang

Long Short-Term Dynamic Prototype Alignment Learning for Video Anomaly Detection

Chao Huang, Jie Wen, Chengliang Liu, Yabo Liu

Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution

Binxiao Huang, Jason Chun Lok Li, Jie Ran, Boyu Li, Jiajun Zhou

Improving Adversarial Robustness via Feature Pattern Consistency Constraint

Jiacong Hu, Jingwen Ye, Zunlei Feng, Jiazhen Yang, Shunyu Liu

Why Only Text: Empowering Vision-and-Language Navigation with Multi-modal Prompts

Haodong Hong, Sen Wang, Zi Huang, Qi Wu, Jiajun Liu

CMMU: A Benchmark for Chinese Multi-modal Multi-type Question Understanding and Reasoning

Zheqi He, Xinya Wu, Pengfei Zhou, Richeng Xuan, Guang Liu

A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder

Quansong He, Xiaojun Yao, Jun Wu, Zhang Yi, Tao He

UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation

Qingdong He, Jinlong Peng, Zhengkai Jiang, Kai WU, Xiaozhong Ji

TSESNet: Temporal-Spatial Enhanced Breast Tumor Segmentation in DCE-MRI Using Feature Perception and Separability

Jiezhou He, Xue Zhao, Zhiming Luo, Songzhi Su, Shaozi Li

Enhancing Cross-modal Completion and Alignment for Unsupervised Incomplete Text-to-Image Person Retrieval

Tiantian Gong, Junsheng Wang, Liyan Zhang

Cross-Scale Domain Adaptation with Comprehensive Information for Pansharpening

Meiqi Gong, Hao Zhang, Hebaixu Wang, Jun Chen, Jun Huang

A Dataset and Model for Realistic License Plate Deblurring

Haoyan Gong, Yuzheng Feng, Zhenrong Zhang, Xianxu Hou, Jingxin Liu

Self-Supervised Pre-training with Symmetric Superimposition Modeling for Scene Text Recognition

Zuan Gao, Yuxin Wang, Yadong Qu, Boqiang Zhang, Zixiao Wang

CF-Deformable DETR: An End-to-End Alignment-Free Model for Weakly Aligned Visible-Infrared Object Detection

Haolong Fu, Jin Yuan, Guojin Zhong, Xuan He, Jiacheng Lin

Unified Physical-Digital Face Attack Detection

Hao Fang, Ajian Liu, Haocheng Yuan, Junze Zheng, Dingheng Zeng

Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors

Shiyin Dong, Mingrui Zhu, Kun Cheng, Nannan Wang, Xinbo Gao

FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution

Tao Dai, Jianping Wang, Hang Guo, Jinmin Li, Jinbao Wang

Hybrid Frequency Modulation Network for Image Restoration

Yuning Cui, Mingyu Liu, Wenqi Ren, Alois Knoll

Fast One-Stage Unsupervised Domain Adaptive Person Search

Tianxiang Cui, Huibing Wang, Jinjia Peng, Ruoxi Deng, Xianping Fu

Imperio: Language-Guided Backdoor Attacks for Arbitrary Model Control

Ka-Ho Chow, Wenqi Wei, Lei Yu

Denoising Diffusion-Augmented Hybrid Video Anomaly Detection via Reconstructing Noised Frames

Kai Cheng, Yaning Pan, Yang Liu, Xinhua Zeng, Rui Feng

MetaISP: Efficient RAW-to-sRGB Mappings with Merely 1M Parameters

Zigeng Chen, Chaowei Liu, Yuan Yuan, Michael Bi Mi, Xinchao Wang

EVE: Efficient Zero-Shot Text-Based Video Editing With Depth Map Guidance and Temporal Consistency Constraints

Yutao Chen, Xingning Dong, Tian Gan, Chunluan Zhou, Ming Yang

D3ETR: Decoder Distillation for Detection Transformer

Xiaokang Chen, Jiahui Chen, Yan Liu, Jiaxiang Tang, Gang Zeng

A Transformer-Based Adaptive Prototype Matching Network for Few-Shot Semantic Segmentation

Sihan Chen, Yadang Chen, Yuhui Zheng, Zhi-Xin Yang, Enhua Wu

Bridging LiDAR Gaps: A Multi-LiDARs Domain Adaptation Dataset for 3D Semantic Segmentation

Shaoyang Chen, Bochun Yang, Yan Xia, Ming Cheng, Siqi Shen

Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation

Jiayi Chen, Rong Quan, Jie Qin

Evolutionary Generalized Zero-Shot Learning

Dubing Chen, Chenyi Jiang, Haofeng Zhang

Enhancing Cross-Modal Retrieval via Visual-Textual Prompt Hashing

Bingzhi Chen, Zhongqi Wu, Yishu Liu, Biqing Zeng, Guangming Lu

CoAtFormer: Vision Transformer with Composite Attention

Zhiyong Chang, Mingjun Yin, Yan Wang

MLP-DINO: Category Modeling and Query Graphing with Deep MLP for Object Detection

Guiping Cao, Wenjian Huang, Xiangyuan Lan, Jianguo Zhang, Dongmei Jiang

SGDCL: Semantic-Guided Dynamic Correlation Learning for Explainable Autonomous Driving

Chengtai Cao, Xinhong Chen, Jianping Wang, Qun Song, Rui Tan

Attention Shifting to Pursue Optimal Representation for Adapting Multi-granularity Tasks

Gairui Bai, Wei Xi, Yihan Zhao, Xinhui Liu, Jizhong Zhao

Bring Metric Functions into Diffusion Models

Jie An, Zhengyuan Yang, Jianfeng Wang, Linjie Li, Zicheng Liu

A General Black-box Adversarial Attack on Graph-based Fake News Detectors

Peican Zhu, Zechen Pan, Yang Liu, Jiwei Tian, Keke Tang

PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search

Tianle Zhang, Yanghao Zhang, Ronghui Mu, Jiaxu Liu, Jonathan Fieldsend

BADFSS: Backdoor Attacks on Federated Self-Supervised Learning

Jiale Zhang, Chengcheng Zhu, Di Wu, Xiaobing Sun, Jianming Yong

CMACE: CMAES-based Counterfactual Explanations for Black-box Models

Xudong Yin, Yao Yang

Attribution Quality Metrics with Magnitude Alignment

Chase Walker, Dominic Simon, Kenny Chen, Rickard Ewetz

On the Effects of Fairness to Adversarial Vulnerability

Cuong Tran, Keyu Zhu, Pascal Van Hentenryck, Ferdinando Fioretto

When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks

Huan Tian, Guangsheng Zhang, Bo Liu, Tianqing Zhu, Ming Ding

A Self-explaining Neural Architecture for Generalizable Concept Learning

Sanchit Sinha, Guangzhi Xiong, Aidong Zhang

Ten Words Only Still Help: Improving Black-Box AI-Generated Text Detection via Proxy-Guided Efficient Re-Sampling

Yuhui Shi, Qiang Sheng, Juan Cao, Hao Mi, Beizhe Hu

By Fair Means or Foul: Quantifying Collusion in a Market Simulation with Deep Reinforcement Learning

Michael Schlechtinger, Damaris Kosack, Franz Krause, Heiko Paulheim

Normative Testimony and Belief Functions: A Formal Theory of Norm Learning

Taylor Olson, Kenneth D. Forbus

Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers

Silvan Mertes, Tobias Huber, Christina Karle, Katharina Weitz, Ruben Schlagowski

EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning

Syed Irfan Ali Meerza, Jian Liu

FairGT: A Fairness-aware Graph Transformer

Renqiang Luo, Huafei Huang, Shuo Yu, Xiuzhen Zhang, Feng Xia

Formalisation and Evaluation of Properties for Consequentialist Machine Ethics

Raynaldio Limarga, Yang Song, Abhaya Nayak, David Rajaratnam, Maurice Pagnucco