IJCAI 2023

851 papers

Learning Prototype Classifiers for Long-Tailed Recognition

Saurabh Sharma, Yongqin Xian, Ning Yu, Ambuj Singh

Teaching What You Should Teach: A Data-Based Distillation Method

Shitong Shao, Huanran Chen, Zhen Huang, Linrui Gong, Shuai Wang

ViT-P3DE∗: Vision Transformer Based Multi-Camera Instance Association with Pseudo 3D Position Embeddings

Minseok Seo, Hyuk-Jae Lee, Xuan Truong Nguyen

XFormer: Fast and Accurate Monocular 3D Body Capture

Lihui Qian, Xintong Han, Faqiang Wang, Hongyu Liu, Haoye Dong

Contour-based Interactive Segmentation

Polina Popenova, Danil Galeev, Anna Vorontsova, Anton Konushin

Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering

Abhirama Subramanyam Penamakuri, Manish Gupta, Mithun Das Gupta, Anand Mishra

Active Visual Exploration Based on Attention-Map Entropy

Adam Pardyl, Grzegorz Rypeść, Grzegorz Kurzejamski, Bartosz Zieliński, Tomasz Trzcinski

SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation

Shuyi Ouyang, Hongyi Wang, Shiao Xie, Ziwei Niu, Ruofeng Tong

OSP2B: One-Stage Point-to-Box Network for 3D Siamese Tracking

Jiahao Nie, Zhiwei He, Yuxiang Yang, Zhengyi Bao, Mingyu Gao

Dual Relation Knowledge Distillation for Object Detection

Zhen-Liang Ni, Fukui Yang, Shengzhao Wen, Gang Zhang

Invertible Residual Neural Networks with Conditional Injector and Interpolator for Point Cloud Upsampling

Aihua Mao, Yaqi Duan, Yu-Hui Wen, Zihui Du, Hongmin Cai

Semantic-Aware Generation of Multi-View Portrait Drawings

Biao Ma, Fei Gao, Chang Jiang, Nannan Wang, Gang Xu

Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition

Jipeng Lv, Heng Guo, Guanying Chen, Jinxiu Liang, Boxin Shi

Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond

Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan

Sph2Pob: Boosting Object Detection on Spherical Images with Planar Oriented Boxes Methods

Xinyuan Liu, Hang Xu, Bin Chen, Qiang Zhao, Yike Ma

Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention

Xiangcheng Liu, Tianyi Wu, Guodong Guo

Cross-Domain Facial Expression Recognition via Disentangling Identity Representation

Tong Liu, Jing Li, Jia Wu, Lefei Zhang, Shanshan Zhao

APR: Online Distant Point Cloud Registration through Aggregated Point Cloud Reconstruction

Quan Liu, Yunsong Zhou, Hongzi Zhu, Shan Chang, Minyi Guo

Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors

Han Liu, Xingshuo Huang, Xiaotong Zhang, Qimai LI, Fenglong Ma

Low-Confidence Samples Mining for Semi-supervised Object Detection

Guandu Liu, Fangyuan Zhang, Tianxiang Pan, Jun-Hai Yong, Bin Wang

GTR: A Grafting-Then-Reassembling Framework for Dynamic Scene Graph Generation

Jiafeng Liang, Yuxin Wang, Zekun Wang, Ming Liu, Ruiji Fu

U-Match: Two-view Correspondence Learning with Hierarchy-aware Local Context Aggregation

Zizhuo Li, Shihua Zhang, Jiayi Ma

A Large-Scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement

Zinuo Li, Xuhang Chen, Shuqiang Wang, Chi-Man Pun

Analyzing and Combating Attribute Bias for Face Restoration

Zelin Li, Dan Zeng, Xiao Yan, Qiaomu Shen, Bo Tang

Complete Instances Mining for Weakly Supervised Instance Segmentation

Zecheng Li, Zening Zeng, Yuqi Liang, Jin-Gang Yu

Image Composition with Depth Registration

Zan Li, Wencheng Wang, Fei Hou

SGAT4PASS: Spherical Geometry-Aware Transformer for PAnoramic Semantic Segmentation

Xuewei Li, Tao Wu, Zhongang Qi, Gaoang Wang, Ying Shan

Locate, Refine and Restore: A Progressive Enhancement Network for Camouflaged Object Detection

Xiaofei Li, Jiaxin Yang, Shuohao LI, Jun Lei, Jun Zhang

VS-Boost: Boosting Visual-Semantic Association for Generalized Zero-Shot Learning

Xiaofan Li, Yachao Zhang, Shiran Bian, Yanyun Qu, Yuan Xie

Compositional Zero-Shot Artistic Font Synthesis

Xiang Li, Lei Wu, Changshuo Wang, Lei Meng, Xiangxu Meng

On Efficient Transformer-Based Image Pre-training for Low-Level Vision

Wenbo Li, Xin Lu, Shengju Qian, Jiangbo Lu

PowerBEV: A Powerful Yet Lightweight Framework for Instance Prediction in Bird’s-Eye View

Peizheng Li, Shuxiao Ding, Xieyuanli Chen, Niklas Hanselmann, Marius Cordts

Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening

Mingsong Li, Yikun Liu, Tao Xiao, Yuwen Huang, Gongping Yang

ALL-E: Aesthetics-guided Low-light Image Enhancement

Ling Li, Dong Liang, Yuanhang Gao, Sheng-jun Huang, Songcan Chen

Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint

Haoming Li, Xinzhuo Lin, Yang Zhou, Xiang Li, Yuchi Huo

TG-VQA: Ternary Game of Video Question Answering

Hao Li, Peng Jin, Zesen Cheng, Songyang Zhang, Kai Chen

Learning Attention from Attention: Efficient Self-Refinement Transformer for Face Super-Resolution

Guanxin Li, Jingang Shi, Yuan Zong, Fei Wang, Tian Wang

WBFlow: Few-shot White Balance for sRGB Images via Reversible Neural Flows

Chunxiao Li, Xuejing Kang, Anlong Ming

CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation

Tao Lei, Rui Sun, Xuan Wang, Yingbo Wang, Xi He

Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction

Pengcheng Lei, Faming Fang, Guixu Zhang, Ming Xu

RaMLP: Vision MLP via Region-aware Mixing

Shenqi Lai, Xi Du, Jia Guo, Kaipeng Zhang

Clustered-patch Element Connection for Few-shot Learning

Jinxiang Lai, Siqian Yang, Junhong Zhou, Wenlong Wu, Xiaochen Chen

Character As Pixels: A Controllable Prompt Adversarial Attacking Framework for Black-Box Text Guided Image Generation Models

Ziyi Kou, Shichao Pei, Yijun Tian, Xiangliang Zhang

IMF: Integrating Matched Features Using Attentive Logit in Knowledge Distillation

Jeongho Kim, Hanbeen Lee, Simon S. Woo

Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks

Hannah Kim, Celia Cintas, Girmaw Abebe Tadesse, Skyler Speakman

SWAT: Spatial Structure Within and Among Tokens

Kumara Kahatapitiya, Michael S. Ryoo

Physics-Guided Human Motion Capture with Pose Probability Modeling

Jingyi Ju, Buzhen Huang, Chen Zhu, Zhihao Li, Yangang Wang

Text-Video Retrieval with Disentangled Conceptualization and Set-to-Set Alignment

Peng Jin, Hao Li, Zesen Cheng, Jinfa Huang, Zhennan Wang

ContrastMotion: Self-supervised Scene Motion Learning for Large-Scale LiDAR Point Clouds

Xiangze Jia, Hui Zhou, Xinge ZHU, Yandong Guo, Ji Zhang

Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation

Deyi Ji, Feng Zhao, Hongtao Lu

GeNAS: Neural Architecture Search with Better Generalization

Joonhyun Jeong, Joonsang Yu, Geondo Park, Dongyoon Han, YoungJoon Yoo

StackFLOW: Monocular Human-Object Reconstruction by Stacked Normalizing Flow with Offset

Chaofan Huo, Ye Shi, Yuexin Ma, Lan Xu, Jingyi Yu

Enriching Phrases with Coupled Pixel and Object Contexts for Panoptic Narrative Grounding

Tianrui Hui, Zihan Ding, Junshi Huang, Xiaoming Wei, Xiaolin Wei

Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning

Xinyang Huang, Chuang Zhu, Wenkai Chen

Discovering Sounding Objects by Audio Queries for Audio Visual Segmentation

Shaofei Huang, Han Li, Yuqing Wang, Hongji Zhu, Jiao Dai

Orion: Online Backdoor Sample Detection via Evolution Deviance

Huayang Huang, Qian Wang, Xueluan Gong, Tao Wang

Part Aware Contrastive Learning for Self-Supervised Action Recognition

Yilei Hua, Wenhan Wu, Ce Zheng, Aidong Lu, Mengyuan Liu

Dual Video Summarization: From Frames to Captions

Zhenzhen Hu, Zhenshan Wang, Zijie Song, Richang Hong

Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attention

Xin Hu, Lingling Zhang, Jun Liu, Xinyu Zhang, Wenjun Wu

MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels

Chuanyang Hu, Shipeng Yan, Zhitong Gao, Xuming He

Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation

Qichen He, Siying Xiao, Mao Ye, Xiatian Zhu, Ferrante Neri

DAMO-StreamNet: Optimizing Streaming Perception in Autonomous Driving

Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Wangmeng Xiang, Binghui Chen

SS-BSN: Attentive Blind-Spot Network for Self-Supervised Denoising with Nonlocal Self-Similarity

Young-Joo Han, Ha-Jin Yu

Joint-MAE: 2D-3D Joint Masked Autoencoders for 3D Point Cloud Pre-training

Ziyu Guo, Renrui Zhang, Longtian Qiu, Xianzhi Li, Pheng-Ann Heng

Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement

Hang Guo, Tao Dai, GuangHao Meng, Shu-Tao Xia

LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search

Bhavna Gopal, Arjun Sridhar, Tunhou Zhang, Yiran Chen

Contrastive Learning for Sign Language Recognition and Translation

Shiwei Gan, Yafeng Yin, Zhiwei Jiang, Kang Xia, Lei Xie

BPNet: Bézier Primitive Segmentation on 3D Point Clouds

Rao Fu, Cheng Wen, Qian Li, Xiao Xiao, Pierre Alliez

Incorporating Unlikely Negative Cues for Distinctive Image Captioning

Zhengcong Fei, Junshi Huang

Sub-Band Based Attention for Robust Polyp Segmentation

Xianyong Fang, Yuqing Shi, Qingqing Guo, Linbo Wang, Zhengyi Liu

Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion

Zhaoxin Fan, Yulin He, Zhicheng Wang, Kejian Wu, Hongyan Liu

RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation

Ke Fan, Changan Wang, Yabiao Wang, Chengjie Wang, Ran Yi

Improve Video Representation with Temporal Adversarial Augmentation

Jinhao Duan, Quanfu Fan, Hao Cheng, Xiaoshuang Shi, Kaidi Xu

LION: Label Disambiguation for Semi-supervised Facial Expression Recognition with Progressive Negative Learning

Zhongjing Du, Xu Jiang, Peng Wang, Qizheng Zhou, Xi Wu

Timestamp-Supervised Action Segmentation from the Perspective of Clustering

Dazhao Du, Enhan Li, Lingyu Si, Fanjiang Xu, Fuchun Sun

DFVSR: Directional Frequency Video Super-Resolution via Asymmetric and Enhancement Alignment Network

Shuting Dong, Feng Lu, Zhe Wu, Chun Yuan

ICDA: Illumination-Coupled Domain Adaptation Framework for Unsupervised Nighttime Semantic Segmentation

Chenghao Dong, Xuejing Kang, Anlong Ming

Decoupling with Entropy-based Equalization for Semi-Supervised Semantic Segmentation

Chuanghao Ding, Jianrong Zhang, Henghui Ding, Hongwei Zhao, Zhihui Wang

RZCR: Zero-shot Character Recognition via Radical-based Reasoning

Xiaolei Diao, Daqian Shi, Hao Tang, Qiang Shen, Yanzeng Li

Strip Attention for Image Restoration

Yuning Cui, Yi Tao, Luoxi Jing, Alois Knoll

WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation

Zesen Cheng, Peng Jin, Hao Li, Kehan Li, Siheng Li

Robust Image Ordinal Regression with Controllable Image Generation

Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng

Null-Space Diffusion Sampling for Zero-Shot Point Cloud Completion

Xinhua Cheng, Nan Zhang, Jiwen Yu, Yinhuai Wang, Ge Li

Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning

Yinda Chen, Wei Huang, Shenglong Zhou, Qi Chen, Zhiwei Xiong

CostFormer:Cost Transformer for Cost Aggregation in Multi-view Stereo

Weitao Chen, Hongbin Xu, Zhipeng Zhou, Yang Liu, Baigui Sun

Fluid Dynamics-Inspired Network for Infrared Small Target Detection

Tianxiang Chen, Qi Chu, Bin Liu, Nenghai Yu

HDFormer: High-order Directed Transformer for 3D Human Pose Estimation

Hanyuan Chen, Jun-Yan He, Wangmeng Xiang, Zhi-Qi Cheng, Wei Liu

MMPN: Multi-supervised Mask Protection Network for Pansharpening

Changjie Chen, Yong Yang, Shuying Huang, Wei Tu, Weiguo Wan

A Novel Learnable Interpolation Approach for Scale-Arbitrary Image Super-Resolution

Jiahao Chao, Zhou Zhou, Hongfan Gao, Jiali Gong, Zhenbing Zeng

RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search

Yang Bai, Min Cao, Daming Gao, Ziqiang Cao, Chen Chen

Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking

Chamath Abeysinghe, Chris Reid, Hamid Rezatofighi, Bernd Meyer

Towards Semantics- and Domain-Aware Adversarial Attacks

Jianping Zhang, Yung-Chieh Huang, Weibin Wu, Michael R. Lyu

On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition

Huimin Zeng, Zhenrui Yue, Lanyu Shang, Yang Zhang, Dong Wang

Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs

Kaiwen Xu, Kazuto Fukuchi, Youhei Akimoto, Jun Sakuma

On the Fairness Impacts of Private Ensembles Models

Cuong Tran, Ferdinando Fioretto

SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles

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

FEAMOE: Fair, Explainable and Adaptive Mixture of Experts

shubham sharma, Jette Henderson, Joydeep Ghosh

Adversarial Behavior Exclusion for Safe Reinforcement Learning

Md Asifur Rahman, Tongtong Liu, Sarra Alqahtani

Explanation-Guided Reward Alignment

Saaduddin Mahmud, Sandhya Saisubramanian, Shlomo Zilberstein

Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation

Chi Liu, Tianqing Zhu, Sheng Shen, Wanlei Zhou