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ORCIDIEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 45
Volume 45, Number 1, January 2023
- Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann:
A Comprehensive Survey of Scene Graphs: Generation and Application. 1-26
- Raja Giryes
:
A Function Space Analysis of Finite Neural Networks With Insights From Sampling Theory. 27-37 - Risheng Liu, Pan Mu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang:
A General Descent Aggregation Framework for Gradient-Based Bi-Level Optimization. 38-57 - Xinyi Wu, Zhenyao Wu, Lili Ju, Song Wang:
A One-Stage Domain Adaptation Network With Image Alignment for Unsupervised Nighttime Semantic Segmentation. 58-72 - Qi Cai, Lilian Zhang, Yuanxin Wu, Wenxian Yu, Dewen Hu:
A Pose-Only Solution to Visual Reconstruction and Navigation. 73-86 - Kai Han, Yunhe Wang, Hanting Chen, Xinghao Chen, Jianyuan Guo, Zhenhua Liu, Yehui Tang, An Xiao, Chunjing Xu, Yixing Xu, Zhaohui Yang, Yiman Zhang, Dacheng Tao:
A Survey on Vision Transformer. 87-110 - Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali:
Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial Computing. 111-122 - Dengxin Dai, Arun Balajee Vasudevan, Jiri Matas, Luc Van Gool:
Binaural SoundNet: Predicting Semantics, Depth and Motion With Binaural Sounds. 123-136 - Henry M. Clever, Patrick L. Grady, Greg Turk, Charles C. Kemp:
BodyPressure - Inferring Body Pose and Contact Pressure From a Depth Image. 137-153 - Ming-Kun Xie, Sheng-Jun Huang:
CCMN: A General Framework for Learning With Class-Conditional Multi-Label Noise. 154-166 - Shenfei Pei, Huimin Chen, Feiping Nie, Rong Wang, Xuelong Li:
Centerless Clustering. 167-181 - Kien Nguyen, Clinton Fookes, Sridha Sridharan, Arun Ross:
Complex-Valued Iris Recognition Network. 182-196 - Tao Zhou, Huazhu Fu, Chen Gong, Ling Shao, Fatih Porikli, Haibin Ling, Jianbing Shen:
Consistency and Diversity Induced Human Motion Segmentation. 197-210 - Hongyuan Yu, Houwen Peng, Yan Huang, Jianlong Fu, Hao Du, Liang Wang, Haibin Ling:
Cyclic Differentiable Architecture Search. 211-228 - Shuqiang Jiang, Yaohui Zhu, Chenlong Liu, Xinhang Song, Xiangyang Li, Weiqing Min:
Dataset Bias in Few-Shot Image Recognition. 229-246 - Zhongyan Zhang, Lei Wang, Yang Wang, Luping Zhou, Jianjia Zhang, Fang Chen:
Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image Retrieval. 247-263 - Alireza Sepas-Moghaddam, Ali Etemad:
Deep Gait Recognition: A Survey. 264-284 - Peng Xu, Timothy M. Hospedales, Qiyue Yin, Yi-Zhe Song, Tao Xiang, Liang Wang:
Deep Learning for Free-Hand Sketch: A Survey. 285-312 - Ali Akbari, Muhammad Awais, Soroush Fatemifar, Josef Kittler:
Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. 313-328 - André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Olivia Magwood, Yusuf Sheikh, Matthew McInnes, Andreas Holzinger:
Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation. 329-341 - Vincent Le Guen, Nicolas Thome:
Deep Time Series Forecasting With Shape and Temporal Criteria. 342-355 - Chenyang Lei, Yazhou Xing, Hao Ouyang, Qifeng Chen:
Deep Video Prior for Video Consistency and Propagation. 356-371 - Zhenyu Guan, Junpeng Jing, Xin Deng, Mai Xu, Lai Jiang, Zhou Zhang, Yipeng Li:
DeepMIH: Deep Invertible Network for Multiple Image Hiding. 372-390 - Eric Paquet, Herna L. Viktor, Kamel Madi, Junzheng Wu:
Deformable Protein Shape Classification Based on Deep Learning, and the Fractional Fokker-Planck and Kähler-Dirac Equations. 391-407 - Xin Wang, Hong Chen, Yuwei Zhou, Jianxin Ma, Wenwu Zhu:
Disentangled Representation Learning for Recommendation. 408-424 - Yingqian Wang, Longguang Wang, Gaochang Wu, Jungang Yang, Wei An, Jingyi Yu, Yulan Guo:
Disentangling Light Fields for Super-Resolution and Disparity Estimation. 425-443 - Yu Yao, Xizi Wang, Mingze Xu, Zelin Pu, Yuchen Wang, Ella M. Atkins, David J. Crandall:
DoTA: Unsupervised Detection of Traffic Anomaly in Driving Videos. 444-459 - Haojie Zhao, Bin Yan, Dong Wang, Xuesheng Qian, Xiaoyun Yang, Huchuan Lu:
Effective Local and Global Search for Fast Long-Term Tracking. 460-474 - Hang Yu, Songwei Wu, Justin Dauwels:
Efficient Variational Bayes Learning of Graphical Models With Smooth Structural Changes. 475-488 - Haoxin Li, Wei-Shi Zheng, Jianguo Zhang, Haifeng Hu, Jiwen Lu, Jian-Huang Lai:
Egocentric Action Recognition by Automatic Relation Modeling. 489-507 - Denis Coquenet, Clément Chatelain, Thierry Paquet:
End-to-End Handwritten Paragraph Text Recognition Using a Vertical Attention Network. 508-524 - Xudong Shen, Yongkang Wong, Mohan S. Kankanhalli:
Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks. 525-538 - Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Silvia Cascianelli, Giuseppe Fiameni, Rita Cucchiara:
From Show to Tell: A Survey on Deep Learning-Based Image Captioning. 539-559 - Yuval Nirkin, Yosi Keller, Tal Hassner:
FSGANv2: Improved Subject Agnostic Face Swapping and Reenactment. 560-575 - Shiyu Hu, Xin Zhao, Lianghua Huang, Kaiqi Huang:
Global Instance Tracking: Locating Target More Like Humans. 576-592 - Takaki Yamada, Miquel Massot-Campos, Adam Prügel-Bennett, Oscar Pizarro, Stefan B. Williams, Blair Thornton:
Guiding Labelling Effort for Efficient Learning With Georeferenced Images. 593-607 - Evgeny Levinkov, Amirhossein Kardoost, Bjoern Andres, Margret Keuper:
Higher-Order Multicuts for Geometric Model Fitting and Motion Segmentation. 608-622 - Jae Shin Yoon, Zhixuan Yu, Jaesik Park, Hyun Soo Park:
HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge. 623-640 - Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu:
Image-Text Embedding Learning via Visual and Textual Semantic Reasoning. 641-656 - Giorgos Bouritsas, Fabrizio Frasca, Stefanos Zafeiriou, Michael M. Bronstein:
Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting. 657-668 - Zhi Tian, Bowen Zhang, Hao Chen, Chunhua Shen:
Instance and Panoptic Segmentation Using Conditional Convolutions. 669-680 - Zhenguang Liu, Shuang Wu, Shuyuan Jin, Shouling Ji, Qi Liu, Shijian Lu, Li Cheng:
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction. 681-697 - Axel Barroso Laguna, Krystian Mikolajczyk:
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters Revisited. 698-711 - Tehrim Yoon, Sumin Shin, Eunho Yang:
Learning Polymorphic Neural ODEs With Time-Evolving Mixture. 712-721 - Zhen Peng, Minnan Luo, Wenbing Huang, Jundong Li, Qinghua Zheng, Fuchun Sun, Junzhou Huang:
Learning Representations by Graphical Mutual Information Estimation and Maximization. 722-737 - Ibrahim Abdelaziz, Maxwell Crouse, Bassem Makni, Vernon Austel, Cristina Cornelio, Shajith Ikbal, Pavan Kapanipathi, Ndivhuwo Makondo, Kavitha Srinivas, Michael Witbrock, Achille Fokoue:
Learning to Guide a Saturation-Based Theorem Prover. 738-751 - Qi Wang, Xiaocheng Lu, Cong Zhang, Yuan Yuan, Xuelong Li:
LSV-LP: Large-Scale Video-Based License Plate Detection and Recognition. 752-767 - Hao Tang, Ling Shao, Philip H. S. Torr, Nicu Sebe:
Local and Global GANs With Semantic-Aware Upsampling for Image Generation. 768-784 - Shasha Guo, Tobi Delbruck:
Low Cost and Latency Event Camera Background Activity Denoising. 785-795 - John Lambert, Zhuang Liu, Ozan Sener, James Hays, Vladlen Koltun:
MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation. 796-810 - Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen:
MutualNet: Adaptive ConvNet via Mutual Learning From Different Model Configurations. 811-827 - Asif Salim, S. S. Shiju, S. Sumitra:
Neighborhood Preserving Kernels for Attributed Graphs. 828-840 - Cuong Nguyen, Thanh-Toan Do, Gustavo Carneiro:
PAC-Bayes Meta-Learning With Implicit Task-Specific Posteriors. 841-851 - Xin Wen, Peng Xiang, Zhizhong Han, Yan-Pei Cao, Pengfei Wan, Wen Zheng, Yu-Shen Liu:
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-Step Point Moving Paths. 852-867 - Chinthaka Dinesh, Gene Cheung, Ivan V. Bajic:
Point Cloud Sampling via Graph Balancing and Gershgorin Disc Alignment. 868-886 - Jiang-Jiang Liu, Qibin Hou, Zhi-Ang Liu, Ming-Ming Cheng:
PoolNet+: Exploring the Potential of Pooling for Salient Object Detection. 887-904 - Ran Yi, Yong-Jin Liu, Yu-Kun Lai, Paul L. Rosin:
Quality Metric Guided Portrait Line Drawing Generation From Unpaired Training Data. 905-918 - Minghui Liao, Zhisheng Zou, Zhaoyi Wan, Cong Yao, Xiang Bai:
Real-Time Scene Text Detection With Differentiable Binarization and Adaptive Scale Fusion. 919-931 - Xiaoming Deng, Dexin Zuo, Yinda Zhang, Zhaopeng Cui, Jian Cheng, Ping Tan, Liang Chang, Marc Pollefeys, Sean Fanello, Hongan Wang:
Recurrent 3D Hand Pose Estimation Using Cascaded Pose-Guided 3D Alignments. 932-945 - Haoran Zhou, Honghua Chen, Yingkui Zhang, Mingqiang Wei, Haoran Xie, Jun Wang, Tong Lu, Jing Qin, Xiao-Ping Zhang:
Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds. 946-963 - Calvin Murdock, George Cazenavette, Simon Lucey:
Reframing Neural Networks: Deep Structure in Overcomplete Representations. 964-979 - Hao Peng, Ruitong Zhang, Shaoning Li, Yuwei Cao, Shirui Pan, Philip S. Yu:
Reinforced, Incremental and Cross-Lingual Event Detection From Social Messages. 980-998 - Hongteng Xu, Jiachang Liu, Dixin Luo, Lawrence Carin:
Representing Graphs via Gromov-Wasserstein Factorization. 999-1016 - Shilong Bao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang:
Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative Sampling. 1017-1035 - Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Salman Khan, Suman Saha, Kossar Jeddi Saravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin:
ROAD: The Road Event Awareness Dataset for Autonomous Driving. 1036-1054 - Mouxing Yang, Yunfan Li, Peng Hu, Jinfeng Bai, Jiancheng Lv, Xi Peng:
Robust Multi-View Clustering With Incomplete Information. 1055-1069 - Dafeng Wang, Hongbo Liu, Naiyao Wang, Yiyang Wang, Hua Wang, Seán F. McLoone:
SEEM: A Sequence Entropy Energy-Based Model for Pedestrian Trajectory All-Then-One Prediction. 1070-1086 - Zhen Fang, Jie Lu, Feng Liu, Guangquan Zhang:
Semi-Supervised Heterogeneous Domain Adaptation: Theory and Algorithms. 1087-1105 - Shuangjun Liu, Xiaofei Huang, Nihang Fu, Cheng Li, Zhongnan Su, Sarah Ostadabbas:
Simultaneously-Collected Multimodal Lying Pose Dataset: Enabling In-Bed Human Pose Monitoring. 1106-1118 - Martin Genzel, Jan MacDonald, Maximilian März:
Solving Inverse Problems With Deep Neural Networks - Robustness Included? 1119-1134 - Yujie Wang, Chenggang Yan, Yutong Feng, Shaoyi Du, Qionghai Dai, Yue Gao:
STORM: Structure-Based Overlap Matching for Partial Point Cloud Registration. 1135-1149 - Yuan Zhao, Josue Nassar, Ian D. Jordan, Mónica F. Bugallo, Il Memming Park:
Streaming Variational Monte Carlo. 1150-1161 - Yu Wu, Lu Jiang, Yi Yang:
Switchable Novel Object Captioner. 1162-1173 - Zhaokang Chen, Bertram E. Shi:
Towards High Performance Low Complexity Calibration in Appearance Based Gaze Estimation. 1174-1188 - Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji:
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping. 1189-1200 - Pattaramanee Arsomngern, Cheng Long, Supasorn Suwajanakorn, Sarana Nutanong:
Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation. 1201-1216 - Yunus Can Bilge, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis:
Towards Zero-Shot Sign Language Recognition. 1217-1232 - Lin Zhu, Siwei Dong, Jianing Li, Tiejun Huang, Yonghong Tian:
Ultra-High Temporal Resolution Visual Reconstruction From a Fovea-Like Spike Camera via Spiking Neuron Model. 1233-1249 - Wenjing Wang, Xinhao Wang, Wenhan Yang, Jiaying Liu:
Unsupervised Face Detection in the Dark. 1250-1266 - Zhen Cui, Ling Zhou, Chaoqun Wang, Chunyan Xu, Jian Yang:
Visual Micro-Pattern Propagation. 1267-1286 - Kaihao Zhang, Dongxu Li, Wenhan Luo, Wenqi Ren, Wei Liu:
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and Better. 1287-1293 - Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang, Lei Yu, Gui-Song Xia:
Learning to Extract Building Footprints From Off-Nadir Aerial Images. 1294-1301 - Chris Xing Tian, Haoliang Li, Xiaofei Xie, Yang Liu, Shiqi Wang:
Neuron Coverage-Guided Domain Generalization. 1302-1311 - Shi Qiu, Saeed Anwar, Nick Barnes:
PnP-3D: A Plug-and-Play for 3D Point Clouds. 1312-1319 - Kevis-Kokitsi Maninis, Stefan Popov, Matthias Nießner, Vittorio Ferrari:
Vid2CAD: CAD Model Alignment Using Multi-View Constraints From Videos. 1320-1327 - Qibin Hou, Zihang Jiang, Li Yuan, Ming-Ming Cheng, Shuicheng Yan, Jiashi Feng:
Vision Permutator: A Permutable MLP-Like Architecture for Visual Recognition. 1328-1334
Volume 45, Number 2, February 2023
- Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava:
4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. 1335-1352 - Iris A. M. Huijben, Wouter Kool, Max B. Paulus, Ruud J. G. van Sloun:
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning. 1353-1371 - Zhuotao Tian, Pengguang Chen, Xin Lai, Li Jiang, Shu Liu, Hengshuang Zhao, Bei Yu, Ming-Chang Yang, Jiaya Jia:
Adaptive Perspective Distillation for Semantic Segmentation. 1372-1387 - Bin Chen, Yan Feng, Tao Dai, Jiawang Bai, Yong Jiang, Shu-Tao Xia, Xuan Wang:
Adversarial Examples Generation for Deep Product Quantization Networks on Image Retrieval. 1388-1404 - Shangqi Gao, Xiahai Zhuang:
Bayesian Image Super-Resolution With Deep Modeling of Image Statistics. 1405-1423 - Renjie Wan, Boxin Shi, Haoliang Li, Yuchen Hong, Ling-Yu Duan, Alex C. Kot:
Benchmarking Single-Image Reflection Removal Algorithms. 1424-1441 - Xiangyu Zhu, Chang Yu, Di Huang, Zhen Lei, Hao Wang, Stan Z. Li:
Beyond 3DMM: Learning to Capture High-Fidelity 3D Face Shape. 1442-1457 - Yongqi Zhang, Quanming Yao, James T. Kwok:
Bilinear Scoring Function Search for Knowledge Graph Learning. 1458-1473 - Yi-Fan Song, Zhang Zhang, Caifeng Shan, Liang Wang:
Constructing Stronger and Faster Baselines for Skeleton-Based Action Recognition. 1474-1488 - Yehao Li, Ting Yao, Yingwei Pan, Tao Mei:
Contextual Transformer Networks for Visual Recognition. 1489-1500 - Azim Ahmadzadeh, Dustin J. Kempton, Petrus C. Martens, Rafal A. Angryk:
Contingency Space: A Semimetric Space for Classification Evaluation. 1501-1513 - Guo Pu, Yifang Men, Yiming Mao, Yuning Jiang, Wei-Ying Ma, Zhouhui Lian:
Controllable Image Synthesis With Attribute-Decomposed GAN. 1514-1532 - Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette, Émilie Wirbel, Patrick Pérez:
Cross-Modal Learning for Domain Adaptation in 3D Semantic Segmentation. 1533-1544 - Zhi Gao, Yuwei Wu, Mehrtash Harandi, Yunde Jia:
Curvature-Adaptive Meta-Learning for Fast Adaptation to Manifold Data. 1545-1562 - Micah Goldblum, Dimitris Tsipras, Chulin Xie, Xinyun Chen, Avi Schwarzschild, Dawn Song, Aleksander Madry, Bo Li, Tom Goldstein:
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses. 1563-1580 - Zhaoqi Su, Tao Yu, Yangang Wang, Yebin Liu:
DeepCloth: Neural Garment Representation for Shape and Style Editing. 1581-1593 - Thomas Tanay, Aivar Sootla, Matteo Maggioni, Puneet K. Dokania, Philip H. S. Torr, Ales Leonardis, Gregory G. Slabaugh:
Diagnosing and Preventing Instabilities in Recurrent Video Processing. 1594-1605 - Anees Kazi, Luca Cosmo, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein:
Differentiable Graph Module (DGM) for Graph Convolutional Networks. 1606-1617 - Kazuhiro Fukui, Naoya Sogi, Takumi Kobayashi, Jing-Hao Xue, Atsuto Maki:
Discriminant Feature Extraction by Generalized Difference Subspace. 1618-1635 - Yu Cheng, Bo Wang, Robby T. Tan:
Dual Networks Based 3D Multi-Person Pose Estimation From Monocular Video. 1636-1651 - Jie Wang, Zhanqiu Zhang, Zhihao Shi, Jianyu Cai, Shuiwang Ji, Feng Wu:
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings. 1652-1667 - Raisa B. Rasul, C. Thomas Avedisian, Yuhao Xu, Michael C. Hicks, Anthony P. Reeves:
Dynamic Differential Image Circle Diameter Measurement Precision Assessment: Application to Burning Droplets. 1668-1681