链接及代码之后会更新
GitHub链接：https://github.com/gbstack/AAAI-2022-papers
Scaled ReLU Matters for Training Vision Transformers
Pichao Wang, Xue Wang, Hao Luo, Jingkai Zhou, Zhipeng Zhou, Fan Wang, Hao Li, Rong Jin
Search Strategies for Topological Network Optimization
Michael D. Moffitt
Fully Attentional Network for Semantic Segmentation
Qi Song, Jie Li, Chenghong Li, Hao Guo, Rui Huang
Efficient Riemannian Meta-Optimization by Implicit Differentiation
Xiaomeng Fan, Yuwei Wu, Zhi Gao, Yunde Jia, Mehrtash Harandi
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering
Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
A Causal Inference Look at Unsupervised Video Anomaly Detection
Xiangru Lin, Yuyang Chen, Guanbin Li, Yizhou Yu
MSML: Enhancing Occlusion-Robustness by Multi-Scale Segmentation-Based Mask Learning for Face
Recognition
Ge Yuan, Huicheng Zheng, Jiayu Dong
LUNAR: Unifying Local Outlier Detection Methods via Graph Neural Networks
Adam Goodge, Bryan Hooi, Ng See Kiong, Ng Wee Siong
End-to-End Line Drawing Vectorization
Hanyuan Liu, Chengze Li, Xueting Liu, Tien-Tsin Wong
Online-Updated High-Order Collaborative Networks for Single Image Deraining
Cong Wang, Jinshan Pan, Xiao-Ming Wu
Up to 100$ imes$ Faster Data-Free Knowledge Distillation
Gongfan Fang, Kanya Mo, Xinchao Wang, Jie Song, Shitao Bei, Haofei Zhang, Mingli Song
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition
Yan Zhao, Weicong Chen, Xu Tan, Kai Huang, Jihong Zhu
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang
MMA: Multi-Camera Based Global Motion Averaging
Hainan Cui, Shuhan Shen
Stereo Neural Vernier Caliper
Shichao Li, Zechun Liu, Zhiqiang Shen, Kwang-Ting Cheng
AnchorFace: Boosting TAR@FAR for Practical Face Recognition
Jiaheng Liu, Haoyu Qin, Yichao Wu, Ding Liang
Learning to Learn Transferable Attack
Shuman Fang, Jie Li, Xianming Lin, Rongrong Ji
A Causal Debiasing Framework for Unsupervised Salient Object Detection
Xiangru Lin, Ziyi Wu, Guanqi Chen, Guanbin Li, Yizhou Yu
Unsupervised Temporal Video Grounding with Deep Semantic Clustering
Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di, Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding
Daizong Liu, Xiaoye Qu, Xing Di, Yu Cheng, Zichuan Xu, Pan Zhou
Exploring Motion and Appearance Information for Temporal Sentence Grounding
Daizong Liu, Xiaoye Qu, Pan Zhou, Yang Liu
Best-Buddy GANs for Highly Detailed Image Super-Resolution
Wenbo Li, Kun Zhou, Lu Qi, Liying Lu, Jiangbo Lu
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing
Xian Liu, Rui Qian, Hang Zhou, Di Hu, Weiyao Lin, Ziwei Liu, Bolei Zhou, Xiaowei Zhou
Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction
Tiancheng Lin, Hongteng Xu, Canqian Yang, Yu Xi
NukCP: An Improved Local Search Algorithm for Maximum k-Club Problem
Jiejiang Chen, Yiyuan Wang, Shaowei Cai, Minghao Yin, Yupeng Zhou, Jieyu Wu
A Fast Local Search Algorithm for the Latin Square Completion Problem
Shiwei Pan, Yiyuan Wang, Minghao Yin
Tailor Versatile Multi-Modal Learning for Multi-Label Emotion Recognition
Yi Zhang, Mingyuan Chen, Jundong Shen, Chongjun Wang
Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using
Tree Search and Graph Neural Networks
Kevin Osanlou, Jeremy Frank, Andrei Bursuc, Tristan Cazenave, Eric Jacopin, Christophe Guettier, J. Benton
PageRank for Edges: Axiomatic Characterization
Natalia Kucharczuk, Tomasz Wąs, Oskar Skibski
Stationary Diffusion State Neural Estimation for Multiview Clustering
Chenghua Liu, Zhuolin Liao, Yixuan Ma, Kun Zhan
Efficient Model-Driven Network for Shadow Removal
Yurui Zhu, Zeyu Xiao, Yanchi Fang, Xueyang Fu, Zhiwei Xiong, Zheng-Jun Zha
Pan-Sharpening with Customized Transformer and Invertible Neural Network
Man Zhou, Jie Huang, Yanchi Fang, Xueyang Fu, Aiping Liu
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow PredictionJiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, Hu Zhang
MTLDesc: Looking Wider to Describe Better
Changwei Wang, Rongtao Xu, Yuyang Zhang, Shibiao Xu, Weiliang Meng, Bin Fan, Xiaopeng Zhang
Truthful Cake Sharing
Xiaohui Bei, Xinhang Lu, Warut Suksompong
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning
Bo Pang, Yizhuo Li, Yifan Zhang, Gao Peng, Jiajun Tang, Kaiwen Zha, Jiefeng Li, Cewu Lu
OneRel: Joint Entity and Relation Extraction with One Module in One Step
Yu-Ming Shang, Heyan Huang, Xian-Ling Mao
TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework Using Self-Supervised Multi-Task
Learning
Linhao Qu, Shaolei Liu, Manning Wang, Zhijian Song
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval
Jinpeng Wang, Ziyun Zeng, Bin Chen, Tao Dai, Shu-Tao Xia
Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction
Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-Luh Liu
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-Identification
Zhipeng Huang, Jiawei Liu, Liang Li, Kecheng Zheng, Zheng-Jun Zha
Meta Propagation Networks for Graph Few-Shot Semi-Supervised Learning
Kaize Ding, Jianling Wang, James Caverlee, Huan Liu
PMAL: Open Set Recognition via Robust Prototype Mining
Jing Lu, Yunlu Xu, Hao Li, Zhanzhan Cheng, Yi Niu
ELMA: Energy-Based Learning for Multi-Agent Activity Forecasting
Yuke Li, Pin Wang, Lixiong Chen, Zheng Wang, Ching-Yao Chan
Knowledge Compilation Meets Logical Separability
Junming Qiu, Wenqing Li, Zhanhao Xiao, Quanlong Guan, Liangda Fang, Zhao-Rong Lai, Qian Dong
One-Shot Talking Face Generation from Single-Speaker Audio-Visual Correlation Learning
Suzhen Wang, Lincheng Li, Yu Ding, Xin Yu
Anchor DETR: Query Design for Transformer-Based Object Detection
Yingming Wang, Xiangyu Zhang, Tong Yang, Jian Sun
LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization
Zhiwei Chen, Changan Wang, Yabiao Wang, Guannan Jiang, Yunhang Shen, Ying Tai, Chengjie Wang, Wei Zhang,
Liujuan Cao
GuidedMix-Net: Semi-Supervised Semantic Segmentation by Using Labeled Images as Reference
Peng Tu, Yawen Huang, Feng Zheng, Zhenyu He, Liujuan Cao, Ling Shao
Risk-Aware Stochastic Shortest PathTobias Meggendorfer
Task-Level Self-Supervision for Cross-Domain Few-Shot Learning
Wang Yuan, Zhizhong Zhang, Cong Wang, Haichuan Song, Yuan Xie, Lizhuang Ma
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy
Anda Cheng, Jiaxing Wang, Xi Sheryl Zhang, Qiang Chen, Peisong Wang, Jian Cheng
MoCaNet: Motion Retargeting in-the-Wild via Canonicalization Networks
Wentao Zhu, Zhuoqian Yang, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy
A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse
Junyi Li, Bin Gu, Heng Huang
SpikeConverter: An Efficient Conversion Framework Zipping the Gap between Artificial Neural Networks and
Spiking Neural Networks
Fangxin Liu, Wenbo Zhao, Yongbiao Chen, Zongwu Wang, Li Jiang
Privacy-Preserving Face Recognition in the Frequency Domain
Yinggui Wang, Jian Liu, Man Luo, Le Yang, Li Wang
Towards Fully Sparse Training: Information Restoration with Spatial Similarity
Weixiang Xu, Xiangyu He, Ke Cheng, Peisong Wang, Jian Cheng
Improving Bayesian Neural Networks by Adversarial Sampling
Jiaru Zhang, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ruhui Ma, Haibing Guan
Continual Learning Through Retrieval and Imagination
Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao
Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-
Resolution
Bin Xia, Yapeng Tian, Yucheng Hang, Wenming Yang, Qingmin Liao, Jie Zhou
Causal Intervention for Subject-Deconfounded Facial Action Unit Recognition
Yingjie Chen, Diqi Chen, Tao Wang, Yizhou Wang, Yun Liang
Multi-Knowledge Aggregation and Transfer for Semantic Segmentation
Yuang Liu, Wei Zhang, Jun Wang
P^3-Net: Part Mobility Parsing from Point Cloud Sequences via Learning Explicit Point Correspondence
Yahao Shi, Xinyu Cao, Feixiang Lu, Bin Zhou
Learning Token-Based Representation for Image Retrieval
Hui Wu, Min Wang, Wengang Zhou, Yang Hu, Houqiang Li
HEAL: A Knowledge Graph for Distress Management Conversations
Anuradha Welivita, Pearl Pu
Weakly-Supervised Salient Object Detection Using Point Supervison
Shuyong Gao, Wei Zhang, Yan Wang, Qianyu Guo, Chenglong Zhang, Yangji He, Wenqiang Zhang
Comprehensive Regularization in a Bi-Directional Predictive Network for Video Anomaly DetectionChengwei Chen, Yuan Xie, Shaohui Lin, Angela Yao, Guannan Jiang, Wei Zhang, Yanyun Qu, Ruizhi Qiao, Bo Ren,
Lizhuang Ma
QueryProp: Object Query Propagation for High-Performance Video Object Detection
Fei He, Naiyu Gao, Jian Jia, Xin Zhao, Kaiqi Huang
Shape Prior Guided Attack: Sparser Perturbations on 3D Point Clouds
Zhenbo Shi, Zhi Chen, Zhenbo Xu, Wei Yang, Zhidong Yu, Liusheng Huang
Not All Voxels Are Equal: Semantic Scene Completion from the Point-Voxel Perspective
Jiaxiang Tang, Xiaokang Chen, Jingbo Wang, Gang Zeng
Channelized Axial Attention - Considering Channel Relation within Spatial Attention for Semantic
Segmentation
Ye Huang, Di Kang, Wenjing Jia, Liu Liu, Xiangjian He
Dynamic Spatial Propagation Network for Depth Completion
Yuankai Lin, Tao Cheng, Qi Zhong, Wending Zhou, Hua Yang
Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning
Gengyu Lyu, Xiang Deng, Yanan Wu, Songhe Feng
Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation
Hualiang Wang, Huanpeng Chu, Siming Fu, Zuozhu Liu, Haoji Hu
The Price of Selfishness: Conjunctive Query Entailment for ALCSelf is 2EXPTIME-Hard
Bartosz Bednarczyk, Sebastian Rudolph
SCIR-Net: Structured Color Image Representation Based 3D Object Detection Network from Point Clouds
Qingdong He, Hao Zeng, Yi Zeng, Yijun Liu
Memory-Based Jitter: Improving Visual Recognition on Long-Tailed Data with Diversity In Memory
Jialun Liu, Wenhui Li, Yifan Sun
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution
Jiangning Zhang, Chao Xu, Jian Li, Yue Han, Yabiao Wang, Ying Tai, Yong Liu
InsCLR: Improving Instance Retrieval with Self-Supervision
Zelu Deng, Yujie Zhong, Sheng Guo, Weilin Huang
The Secretary Problem with Competing Employers on Random Edge Arrivals
Xiaohui Bei, Shengyu Zhang
FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration
Hao Xu, Nianjin Ye, Guanghui Liu, Bing Zeng, Shuaicheng Liu
Hierarchical Image Generation via Transformer-Based Sequential Patch Selection
Xiaogang Xu, Ning Xu
Deformable Part Region Learning for Object Detection
Seung-Hwan Bae
SCALoss: Side and Corner Aligned Loss for Bounding Box RegressionTu Zheng, Shuai Zhao, Yang Liu, Zili Liu, Deng Cai
Dual Contrastive Learning for General Face Forgery Detection
Ke Sun, Taiping Yao, Shen Chen, Shouhong Ding, Jilin Li, Rongrong Ji
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning
Pengxiang Yan, Ziyi Wu, Mengmeng Liu, Kun Zeng, Liang Lin, Guanbin Li
Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer
Jiayi Han, Longbin Zeng, Liang Du, Xiaoqing Ye, Weiyang Ding, Jianfeng Feng
Exploring Visual Context for Weakly Supervised Person Search
Yichao Yan, Jinpeng Li, Shengcai Liao, Jie Qin, Bingbing Ni, Ke Lu, Xiaokang Yang
Feature Generation and Hypothesis Verification for Reliable Face Anti-Spoofing
Shice Liu, Shitao Lu, Hongyi Xu, Jing Yang, Shouhong Ding, Lizhuang Ma
Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents
Tom Young, Frank Xing, Vlad Pandelea, Jinjie Ni, Erik Cambria
Behind the Curtain: Learning Occluded Shapes for 3D Object Detection
Qiangeng Xu, Yiqi Zhong, Ulrich Neumann
Deep Confidence Guided Distance for 3D Partial Shape Registration
Dvir Ginzburg, Dan Raviv
Prevailing in the Dark: Information Walls in Strategic Games
Pavel Naumov, Wenxuan Zhang
ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed
Deepfake Images
Binh M. Le, Simon S. Woo
Close the Loop: A Unified Bottom-Up and Top-Down Paradigm for Joint Image Deraining and Segmentation
Yi Li, Yi Chang, Changfeng Yu, Luxin Yan
Siamese Network with Interactive Transformer for Video Object Segmentation
Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang
Local Similarity Pattern and Cost Self-Reassembling for Deep Stereo Matching Networks
Biyang Liu, Huimin Yu, Yangqi Long
Mastering the Explicit Opinion-Role Interaction: Syntax-Aided Neural Transition System for Unified Opinion
Role Labeling
Shengqiong Wu, Hao Fei, Fei Li, Meishan Zhang, Yijiang Liu, Chong Teng, Donghong Ji
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization
Minghui Chen, Cheng Wen, Feng Zheng, Fengxiang He, Ling Shao
Improved Text Classification via Contrastive Adversarial Training
Lin Pan, Chung-Wei Hang, Avirup Sil, Saloni Potdar
Unified Named Entity Recognition as Word-Word Relation ClassificationJingye Li, Donghong Ji, Jiang Liu, Hao Fei, Meishan Zhang, Shengqiong Wu, Chong Teng, Fei Li
Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain Adaptation
Tong Chu, Yahao Liu, Jinhong Deng, Wen Li, Lixin Duan
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition
Hao Liu, Bin Wang, Zhimin Bao, Mobai Xue, Sheng Kang, Deqiang Jiang, Yinsong Liu, Bo Ren
HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images
Meirui Jiang, Zirui Wang, Qi Dou
From Actions to Programs as Abstract Actual Causes
Bita Banihashemi, Shakil M. Khan, Mikhail Soutchanski
Degrade is Upgrade: Learning Degradation for Low-Light Image Enhancement
Kui Jiang, Zhongyuan Wang, Zheng Wang, Chen Chen, Peng Yi, Tao Lu, Chia-Wen Lin
Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape
Dictionary
Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles
Ana Lucic, Harrie Oosterhuis, Hinda Haned, Maarten de Rijke
Machine Learning for Utility Prediction in Argument-Based Computational Persuasion
Ivan Donadello, Anthony Hunter, Stefano Teso, Mauro Dragoni
Making Adversarial Examples More Transferable and Indistinguishable
Junhua Zou, Yexin Duan, Boyu Li, Wu Zhang, Yu Pan, Zhisong Pan
Multiscale Dynamic Coding improved Spiking Actor Network for Reinforcement Learning
Duzhen Zhang, Tielin Zhang, Shuncheng Jia, Bo Xu
SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation
Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan Yuan
Graph Structure Learning with Variational Information Bottleneck
Qingyun Sun, Jianxin Li, Hao Peng, Jia Wu, Xingcheng Fu, Cheng Ji, Philip S. Yu
SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds
Qingdong He, Zhengning Wang, Hao Zeng, Yi Zeng, Yijun Liu
Beyond Learning Features: Training a Fully-Functional Classifier with Zero Instance-Level Labels
Deepak Babu Sam, Abhinav Agarwalla, R. Venkatesh Babu
Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment
Lukas Graf, Tobias Harks, Kostas Kollias, Michael Markl
Learning Disentangled Classification and Localization Representations for Temporal Action Localization
Zixin Zhu, Le Wang, Wei Tang, Ziyi Liu, Nanning Zheng, Gang Hua
Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm
DetectionTing Long, Yutong Xie, Xianyu Chen, Weinan Zhang, Qinxiang Cao, Yong Yu
Adaptive Poincaré Point to Set Distance for Few-Shot Classification
Rongkai Ma, Pengfei Fang, Tom Drummond, Mehrtash Harandi
SSAT: A Symmetric Semantic-Aware Transformer Network for Makeup Transfer and Removal
Zhaoyang Sun, Yaxiong Chen, Shengwu Xiong
Weighted Fairness Notions for Indivisible Items Revisited
Mithun Chakraborty, Erel Segal-Halevi, Warut Suksompong
LGD: Label-Guided Self-Distillation for Object Detection
Peizhen Zhang, Zijian Kang, Tong Yang, Xiangyu Zhang, Nanning Zheng, Jian Sun
Fuzzy Logic based Logical Query Answering on Knowledge Graphs
Xuelu Chen, Ziniu Hu, Yizhou Sun
Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity
Jie Xu, Chao Li, Yazhou Ren, Liang Peng, Yujie Mo, Xiaoshuang Shi, Xiaofeng Zhu
Self-Supervised Object Localization with Joint Graph Partition
Yukun Su, Guosheng Lin, Yiwen Cao, Qingyao Wu
Invariant Information Bottleneck for Domain Generalization
Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado Reed, Dongsheng Li, Kurt Keutzer, Han Zhao
Weakly Supervised Neural Symbolic Learning for Cognitive Tasks
Jidong Tian, Yitian Li, Wenqing Chen, Liqiang Xiao, Hao He, Yaohui Jin
Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning
Qiqi Gu, Shen Chen, Taiping Yao, Yang Chen, Shouhong Ding, Ran Yi
Attention-Aligned Transformer for Image Captioning
Zhengcong Fei
Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection
Xinpeng Liu, Yong-Lu Li, Cewu Lu
DANets: Deep Abstract Networks for Tabular Data Classification and Regression
Jintai Chen, KuanLun Liao, Yao Wan, Danny Z. Chen, Jian Wu
Neighborhood-Adaptive Structure Augmented Metric Learning
Pandeng Li, Yan Li, Hongtao Xie, Lei Zhang
DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer
Buyu Li, Yongchi Zhao, Zhelun Shi, Lu Sheng
Logit Perturbation
Mengyang Li, Fengguang Su, Ou Wu, Ji Zhang
Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific
Representation Learning
Xiaoshan Yang, Baochen Xiong, Yi Huang, Changsheng Xu
You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation
Dezhuang Li, Ruoqi Li, Lijun Wang, Yifan Wang, Jinqing Qi, Lu Zhang, Ting Liu, Qingquan Xu, Huchuan Lu
FFNet: Frequency Fusion Network for Semantic Scene Completion
Xuzhi Wang, Di Lin, Liang Wan
Hedonic Games with Fixed-Size Coalitions
Vittorio Bilò, Gianpiero Monaco, Luca Moscardelli
Structured Semantic Transfer for Multi-Label Recognition with Partial Labels
Tianshui Chen, Tao Pu, Hefeng Wu, Yuan Xie, Liang Lin
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels
Tao Pu, Tianshui Chen, Hefeng Wu, Liang Lin
Mutual Contrastive Learning for Visual Representation Learning
Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu
Path-Specific Objectives for Safer Agent Incentives
Sebastian Farquhar, Ryan Carey, Tom Everitt
Can Semantic Labels Assist Self-Supervised Visual Representation Learning?
Longhui Wei, Lingxi Xie, Jianzhong He, Xiaopeng Zhang, Qi Tian
Understanding Enthymemes in Deductive Argumentation Using Semantic Distance Measures
Anthony Hunter
FrePGAN: Robust Deepfake Detection Using Frequency-Level Perturbations
Yonghyun Jeong, Doyeon Kim, Youngmin Ro, Jongwon Choi
Finite Entailment of Local Queries in the Z Family of Description Logics
Bartosz Bednarczyk, Emanuel Kieroński
Text Gestalt: Stroke-Aware Scene Text Image Super-Resolution
Jingye Chen, Haiyang Yu, Jianqi Ma, Bin Li, Xiangyang Xue
AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms
Hang Xu, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing
Adaptive Hypergraph Neural Network for Multi-Person Pose Estimation
Xixia Xu, Qi Zou, Xue Lin
Block-Skim: Efficient Question Answering for Transformer
Yue Guan, Zhengyi Li, Zhouhan Lin, Yuhao Zhu, Jingwen Leng, Minyi Guo
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning
Baoquan Zhang, Xutao Li, Shanshan Feng, Yunming Ye, Rui Ye
Divide-and-Regroup Clustering for Domain Adaptive Person Re-Identification
Zhengdong Hu, Yifan Sun, Yi Yang, Jianguang Zhou
A Unifying Theory of Thompson Sampling for Continuous Risk-Averse BanditsJoel Q. L. Chang, Vincent Y. F. Tan
Image Difference Captioning with Pre-Training and Contrastive Learning
Linli Yao, Weiying Wang, Qin Jin
Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process
Huafeng Liu, Tong Zhou, Jiaqi Wang, Liping Jing, Michael K. Ng
Assessing a Single Image in Reference-Guided Image Synthesis
Jiayi Guo, Chaoqun Du, Jiangshan Wang, Huijuan Huang, Pengfei Wan, Gao Huang
Fusion Multiple Kernel K-Means
Yi Zhang, Xinwang Liu, Jiyuan Liu, Sisi Dai, Changwang Zhang, Kai Xu, En Zhu
On the Complexity of Inductively Learning Guarded Clauses
Andrei Draghici, Georg Gottlob, Matthias Lanzinger
Input-Specific Robustness Certification for Randomized Smoothing
Ruoxin Chen, Jie Li, Junchi Yan, Ping Li, Bin Sheng
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework
Xinyi Zou, Yan Yan, Jing-Hao Xue, Si Chen, Hanzi Wang
Monocular Camera-Based Point-Goal Navigation by Learning Depth Channel and Cross-Modality Pyramid
Fusion
Tianqi Tang, Heming Du, Xin Yu, Yi Yang
Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data
Shenwang Jiang, Jianan Li, Ying Wang, Tingfa Xu, Bo Huang, Zhang Zhang
PEA+IDA: An Improved Hybrid Memory-Restricted Algorithm**
Frederico Messa, André G. Pereira
One More Check: Making “Fake Background” Be Tracked Again
Chao Liang, Zhipeng Zhang, Xue Zhou, Bing Li, Weiming Hu
ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton
Wei-Yao Wang, Hong-Han Shuai, Kai-Shiang Chang, Wen-Chih Peng
SCTN: Sparse Convolution-Transformer Network for Scene Flow Estimation
Bing Li, Cheng Zheng, Silvio Giancola, Bernard Ghanem
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network
Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He
Proxy Learning of Visual Concepts of Fine Art Paintings from Styles through Language Models
Diana Kim, Ahmed Elgammal, Marian Mazzone
Content-Variant Reference Image Quality Assessment via Knowledge Distillation
Guanghao Yin, Wei Wang, Zehuan Yuan, Chuchu Han, Wei Ji, Shouqian Sun, Changhu Wang
Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer
Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun
Efficient Virtual View Selection for 3D Hand Pose Estimation
Jian Cheng, Yanguang Wan, Dexin Zuo, Cuixia Ma, Jian Gu, Ping Tan, Hongan Wang, Xiaoming Deng, Yinda Zhang
Shadow Generation for Composite Image in Real-World Scenes
Yan Hong, Li Niu, Jianfu Zhang
PureGaze: Purifying Gaze Feature for Generalizable Gaze Estimation
Yihua Cheng, Yiwei Bao, Feng Lu
MobileFaceSwap: A Lightweight Framework for Video Face Swapping
Zhiliang Xu, Zhibin Hong, Changxing Ding, Zhen Zhu, Junyu Han, Jingtuo Liu, Errui Ding
JPV-Net: Joint Point-Voxel Representations for Accurate 3D Object Detection
Nan Song, Tianyuan Jiang, Jian Yao
Retinomorphic Object Detection in Asynchronous Visual Streams
Jianing Li, Xiao Wang, Lin Zhu, Jia Li, Tiejun Huang, Yonghong Tian
Inharmonious Region Localization by Magnifying Domain Discrepancy
Jing Liang, Li Niu, Penghao Wu, Fengjun Guo, Teng Long
BM-NAS: Bilevel Multimodal Neural Architecture Search
Yihang Yin, Siyu Huang, Xiang Zhang
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning
Diversified Representations
Konstantinos P. Panousis, Anastasios Antoniades, Sotirios Chatzis
Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving
Li Wang, Dong Li, Han Liu, Jinzhang Peng, Lu Tian, Yi Shan
Self-Labeling Framework for Novel Category Discovery over Domains
Qing Yu, Daiki Ikami, Go Irie, Kiyoharu Aizawa
Low-Light Image Enhancement with Normalizing Flow
Yufei Wang, Renjie Wan, Haoliang Li, Wenhan Yang, Lap-Pui Chau, Alex C. Kot
Towards Light-Weight and Real-Time Line Segment Detection
Geonmo Gu, Byungsoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee, Minchul Shin
Making Translations to Classical Planning Competitive with Other HTN Planners
Gregor Behnke, Florian Pollitt, Daniel Höller, Pascal Bercher, Ron Alford
Energy-Based Generative Cooperative Saliency Prediction
Jing Zhang, Jianwen Xie, Zilong Zheng, Nick Barnes
Social Interpretable Tree for Pedestrian Trajectory Prediction
Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng, Nanning Zheng, Gang Hua
SFSRNet: Super-Resolution for Single-Channel Audio Source Separation
Joel Rixen, Matthias Renz
Dual Attention Networks for Few-Shot Fine-Grained Recognition
Shu-Lin Xu, Faen Zhang, Xiu-Shen Wei, Jianhua Wang
Learning Universal Adversarial Perturbation by Adversarial Example
Maosen Li, Yanhua Yang, Kun Wei, Xu Yang, Heng Huang
L-CoDe: Language-Based Colorization Using Color-Object Decoupled Conditions
Shuchen Weng, Hao Wu, Zheng Chang, Jiajun Tang, Si Li, Boxin Shi
A+BFHS: A Hybrid Heuristic Search Algorithm*
Zhaoxing Bu, Richard E. Korf
Dist2Cycle: A Simplicial Neural Network for Homology Localization
Alexandros D. Keros, Vidit Nanda, Kartic Subr
TransZero: Attribute-Guided Transformer for Zero-Shot Learning
Shiming Chen, Ziming Hong, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Xinge You, Ke Lu
SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition
Zhaoxin Fan, Zhenbo Song, Hongyan Liu, Zhiwu Lu, Jun He, Xiaoyong Du
Regularized Modal Regression on Markov-Dependent Observations: A Theoretical Assessment
Tieliang Gong, Yuxin Dong, Hong Chen, Wei Feng, Bo Dong, Chen Li
A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection
Zhipeng Xie, Yumin Tu
Efficient Compact Bilinear Pooling via Kronecker Product
Tan Yu, Yunfeng Cai, Ping Li
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID
Yuhang Wu, Tengteng Huang, Haotian Yao, Chi Zhang, Yuanjie Shao, Chuchu Han, Changxin Gao, Nong Sang
Proximal PanNet: A Model-Based Deep Network for Pansharpening
Xiangyong Cao, Yang Chen, Wenfei Cao
End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification
Jun-Yi Hang, Min-Ling Zhang, Yanghe Feng, Xiaocheng Song
Clustering Approach to Solve Hierarchical Classification Problem Complexity
Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer
Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao
Cross-Domain Few-Shot Graph Classification
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Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal, Alec Koppel, Vaneet Aggarwal
PrivateSNN: Privacy-Preserving Spiking Neural Networks
Youngeun Kim, Yeshwanth Venkatesha, Priyadarshini Panda
Error-Based Knockoffs Inference for Controlled Feature Selection
Xuebin Zhao, Hong Chen, Yingjie Wang, Weifu Li, Tieliang Gong, Yulong Wang, Feng Zheng
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models
Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation
Chen Zhang, Luis Fernando D’Haro, Thomas Friedrichs, Haizhou Li
Latent Space Explanation by Intervention
Itai Gat, Guy Lorberbom, Idan Schwartz, Tamir Hazan
Prior Gradient Mask Guided Pruning-Aware Fine-Tuning
Linhang Cai, Zhulin An, Chuanguang Yang, Yangchun Yan, Yongjun Xu
Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is
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Learning Logic Programs Through Divide, Constrain, and Conquer
Andrew Cropper
Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting
Haitao Lin, Zhangyang Gao, Yongjie Xu, Lirong Wu, Ling Li, Stan Z. Li
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning
Manlin Zhang, Jinpeng Wang, Andy J. Ma
Invariant Action Effect Model for Reinforcement Learning
Zheng-Mao Zhu, Shengyi Jiang, Yu-Ren Liu, Yang Yu, Kun Zhang
Adaptive Image-to-Video Scene Graph Generation via Knowledge Reasoning and Adversarial Learning
Jin Chen, Xiaofeng Ji, Xinxiao Wu
Action-Aware Embedding Enhancement for Image-Text Retrieval
Jiangtong Li, Li Niu, Liqing Zhang
Tracing Text Provenance via Context-Aware Lexical Substitution
Xi Yang, Jie Zhang, Kejiang Chen, Weiming Zhang, Zehua Ma, Feng Wang, Nenghai Yu
Efficient Robust Training via Backward Smoothing
Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu
Towards End-to-End Image Compression and Analysis with Transformers
Yuanchao Bai, Xu Yang, Xianming Liu, Junjun Jiang, Yaowei Wang, Xiangyang Ji, Wen Gao
Iterative Calculus of Voting under Plurality
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State Deviation Correction for Offline Reinforcement Learning
Hongchang Zhang, Jianzhun Shao, Yuhang Jiang, Shuncheng He, Guanwen Zhang, Xiangyang Ji
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using
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Hao Wang, Euijoon Ahn, Jinman Kim
Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations
Aditya Kalyanpur, Thomas Breloff, David Ferrucci
DeepVisualInsight: Time-Travelling Visualization for Spatio-Temporal Causality of Deep Classification Training
Xianglin Yang, Yun Lin, Ruofan Liu, Zhenfeng He, Chao Wang, Jin Song Dong, Hong Mei
Real-Time Driver-Request Assignment in Ridesourcing
Hao Wang, Xiaohui Bei
Multi-View Clustering on Topological Manifold
Shudong Huang, Ivor W. Tsang, Zenglin Xu, Jiancheng Lv, Quanhui Liu
From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei
Learning to Model Pixel-Embedded Affinity for Homogeneous Instance Segmentation
Wei Huang, Shiyu Deng, Chang Chen, Xueyang Fu, Zhiwei Xiong
Learning Optical Flow with Adaptive Graph Reasoning
Ao Luo, Fan Yang, Kunming Luo, Xin Li, Haoqiang Fan, Shuaicheng Liu
Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning
Haoran Xu, Xianyuan Zhan, Xiangyu Zhu
CMUA-Watermark: A Cross-Model Universal Adversarial Watermark for Combating Deepfakes
Hao Huang, Yongtao Wang, Zhaoyu Chen, Yuze Zhang, Yuheng Li, Zhi Tang, Wei Chu, Jingdong Chen, Weisi Lin, Kai-
Kuang Ma
Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-Trained Transformers
Minjia Zhng, Niranjan Uma Naresh, Yuxiong He
Max-Min Grouped Bandits
Zhenlin Wang, Jonathan Scarlett
Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors
Suyuan Liu, Siwei Wang, Pei Zhang, Kai Xu, Xinwang Liu, Changwang Zhang, Feng Gao
Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition
Yue He, Chen Chen, Jing Zhang, Juhua Liu, Fengxiang He, Chaoyue Wang, Bo Du
Pose-Invariant Face Recognition via Adaptive Angular Distillation
Zhenduo Zhang, Yongru Chen, Wenming Yang, Guijin Wang, Qingmin Liao
SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection
Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao
Optimize What You Evaluate with: Search Result Diversification Based on Approximate Metric Optimization
Hai-Tao Yu
Speeding up the RUL ̄ Dynamic-Controllability-Checking Algorithm for Simple Temporal Networks with
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Luke Hunsberger, Roberto Posenato
Patch Diffusion: A General Module for Face Manipulation Detection
Baogen Zhang, Sheng Li, Guorui Feng, Zhenxing Qian, Xinpeng Zhang
Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer
Sunwoo Kim, Soohyun Kim, Seungryong Kim
Complementary Attention Gated Network for Pedestrian Trajectory Prediction
Jinghai Duan, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng, Liushuai Shi, Gang Hua
Homography Decomposition Networks for Planar Object Tracking
Xinrui Zhan, Yang Li, Yueran Liu, Jianke Zhu
Learning the Dynamics of Visual Relational Reasoning via Reinforced Path Routing
Chenchen Jing, Yunde Jia, Yuwei Wu, Chuanhao Li, Qi Wu
Delving into the Local: Dynamic Inconsistency Learning for DeepFake Video Detection
Zhihao Gu, Yang Chen, Taiping Yao, Shouhong Ding, Jilin Li, Lizhuang Ma
Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics
Hangjie Yuan, Mang Wang, Dong Ni, Liangpeng Xu
How to Distribute Data across Tasks for Meta-Learning?
Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Jezabel Garcia, Da-shan Shiu,
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Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation
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New Results in Bounded-Suboptimal Search
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Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-Trained Source
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Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention
Sitong Wu, Tianyi Wu, Haoru Tan, Guodong Guo
Bi-Volution: A Static and Dynamic Coupled Filter
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Operator-Potential Heuristics for Symbolic Search
Daniel Fišer, Alvaro Torralba, Jörg Hoffmann
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching
Huatian Zhang, Zhendong Mao, Kun Zhang, Yongdong Zhang
Powering Finetuning for Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling
Ran Tao, Han Zhang, Yutong Zheng, Marios Savvides
Vision Transformers are Robust Learners
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Competing for Resources: Estimating Adversary Strategy for Effective Plan Generation
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Post-OCR Document Correction with Large Ensembles of Character Sequence-to-Sequence Models
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ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation
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Unsupervised Underwater Image Restoration: From a Homology Perspective
Zhenqi Fu, Huangxing Lin, Yan Yang, Shu Chai, Liyan Sun, Yue Huang, Xinghao Ding
SOIT: Segmenting Objects with Instance-Aware Transformers
Xiaodong Yu, Dahu Shi, Xing Wei, Ye Ren, Tingqun Ye, Wenming Tan
Width & Depth Pruning for Vision Transformers
Fang Yu, Kun Huang, Meng Wang, Yuan Cheng, Wei Chu, Li Cui
Explore Inter-Contrast between Videos via Composition for Weakly Supervised Temporal Sentence
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Jiaming Chen, Weixin Luo, Wei Zhang, Lin Ma
LaSSL: Label-Guided Self-Training for Semi-Supervised Learning
Zhen Zhao, Luping Zhou, Lei Wang, Yinghuan Shi, Yang Gao
AdaptivePose: Human Parts as Adaptive Points
Yabo Xiao, Xiaojuan Wang, Dongdong Yu, Guoli Wang, Qian Zhang, Mingshu He
Learning Quality-Aware Representation for Multi-Person Pose Regression
Yabo Xiao, Dongdong Yu, Xiaojuan Wang, Lei Jin, Guoli Wang, Qian Zhang
Categorical Neighbour Correlation Coefficient (CnCor) for Detecting Relationships between Categorical
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Lifeng Zhang, Shimo Yang, Hongxun Jiang
Learning Disentangled Attribute Representations for Robust Pedestrian Attribute Recognition
Jian Jia, Naiyu Gao, Fei He, Xiaotang Chen, Kaiqi Huang
Texture Reformer: Towards Fast and Universal Interactive Texture Transfer
Zhizhong Wang, Lei Zhao, Haibo Chen, Ailin Li, Zhiwen Zuo, Wei Xing, Dongming Lu
Deep Spatial Adaptive Network for Real Image Demosaicing
Tao Zhang, Ying Fu, Cheng Li
Shape-Adaptive Selection and Measurement for Oriented Object Detection
Liping Hou, Ke Lu, Jian Xue, Yuqiu Li
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed
ClassificationXiaohua Chen, Yucan Zhou, Dayan Wu, Wanqian Zhang, Yu Zhou, Bo Li, Weiping Wang
Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion
Jinsong Chen, Hu Han, Shiguang Shan
Cross-Species 3D Face Morphing via Alignment-Aware Controller
Xirui Yan, Zhenbo Yu, Bingbing Ni, Hang Wang
OA-FSUI2IT: A Novel Few-Shot Cross Domain Object Detection Framework with Object-Aware Few-Shot
Unsupervised Image-to-Image Translation
Lifan Zhao, Yunlong Meng, Lin Xu
Anisotropic Fourier Features for Neural Image-Based Rendering and Relighting
Huangjie Yu, Anpei Chen, Xin Chen, Lan Xu, Ziyu Shao, Jingyi Yu
Towards a Rigorous Evaluation of Time-Series Anomaly Detection
Siwon Kim, Kukjin Choi, Hyun-Soo Choi, Byunghan Lee, Sungroh Yoon
Boosting Contrastive Learning with Relation Knowledge Dis
