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IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 46
Volume 46, Number 1, January 2024
- Liangxi Liu
, Xi Jiang
, Feng Zheng
, Hong Chen
, Guo-Jun Qi
, Heng Huang
, Ling Shao
:
A Bayesian Federated Learning Framework With Online Laplace Approximation. 1-16 - Shiye Lei
, Dacheng Tao
:
A Comprehensive Survey of Dataset Distillation. 17-32 - Zhuomin Zhang
, Elizabeth C. Mansfield
, Jia Li
, John Russell
, George S. Young
, Catherine Adams, Kevin A. Bowley
, James Z. Wang
:
A Machine Learning Paradigm for Studying Pictorial Realism: How Accurate are Constable's Clouds? 33-42 - Chaoda Zheng
, Xu Yan
, Haiming Zhang
, Baoyuan Wang
, Shenghui Cheng
, Shuguang Cui
, Zhen Li
:
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds. 43-60 - Shreya Ghosh
, Abhinav Dhall
, Munawar Hayat
, Jarrod Knibbe
, Qiang Ji
:
Automatic Gaze Analysis: A Survey of Deep Learning Based Approaches. 61-84 - Pierluigi Zama Ramirez
, Alex Costanzino
, Fabio Tosi
, Matteo Poggi
, Samuele Salti
, Stefano Mattoccia
, Luigi Di Stefano
:
Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces. 85-102 - Weichao Lan
, Yiu-Ming Cheung
, Juyong Jiang
, Zhikai Hu
, Mengke Li
:
Compact Neural Network via Stacking Hybrid Units. 103-116 - Han-Jia Ye
, Da-Wei Zhou
, Lanqing Hong
, Zhenguo Li
, Xiu-Shen Wei
, De-Chuan Zhan
:
Contextualizing Meta-Learning via Learning to Decompose. 117-133 - Quang Pham
, Chenghao Liu
, Steven C. H. Hoi
:
Continual Learning, Fast and Slow. 134-149 - Ruonan Yu
, Songhua Liu
, Xinchao Wang
:
Dataset Distillation: A Comprehensive Review. 150-170 - Seungwoo Jeong
, Wonjun Ko
, Ahmad Wisnu Mulyadi
, Heung-Il Suk
:
Deep Efficient Continuous Manifold Learning for Time Series Modeling. 171-184 - Xuezhi Xiang
, Rokia Abdein
, Wei Li
, Abdulmotaleb El-Saddik
:
Deep Scene Flow Learning: From 2D Images to 3D Point Clouds. 185-208 - Viviane Clay
, Gordon Pipa
, Kai-Uwe Kühnberger
, Peter König
:
Development of Few-Shot Learning Capabilities in Artificial Neural Networks When Learning Through Self-Supervised Interaction. 209-219 - Lukas Hoyer
, Dengxin Dai
, Luc Van Gool
:
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation. 220-235 - Xinghui Li
, Kai Han
, Shuda Li
, Victor Prisacariu
:
DualRC: A Dual-Resolution Learning Framework With Neighbourhood Consensus for Visual Correspondences. 236-249 - Yuhui Yuan
, Weicong Liang
, Henghui Ding
, Zhanhao Liang
, Chao Zhang
, Han Hu
:
Expediting Large-Scale Vision Transformer for Dense Prediction Without Fine-Tuning. 250-266 - Xiangkun He
, Jingda Wu
, Zhiyu Huang
, Zhongxu Hu
, Jun Wang
, Alberto L. Sangiovanni-Vincentelli
, Chen Lv
:
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving. 267-279 - Sangwoo Park
, Kfir M. Cohen
, Osvaldo Simeone
:
Few-Shot Calibration of Set Predictors via Meta-Learned Cross-Validation-Based Conformal Prediction. 280-291 - Pinelopi Papalampidi
, Frank Keller
, Mirella Lapata
:
Finding the Right Moment: Human-Assisted Trailer Creation via Task Composition. 292-304 - Ali Jazayeri
, Christopher C. Yang
:
Frequent Pattern Mining in Continuous-Time Temporal Networks. 305-321 - Shaohua Fan
, Xiao Wang
, Chuan Shi
, Peng Cui
, Bai Wang
:
Generalizing Graph Neural Networks on Out-of-Distribution Graphs. 322-337 - Guangyu Wang
, Jinzhi Zhang
, Kai Zhang
, Ruqi Huang
, Lu Fang
:
GiganticNVS: Gigapixel Large-Scale Neural Rendering With Implicit Meta-Deformed Manifold. 338-353 - Yunrui Yu
, Xitong Gao
, Cheng-Zhong Xu
:
LAFIT: Efficient and Reliable Evaluation of Adversarial Defenses With Latent Features. 354-369 - Hansen Feng
, Lizhi Wang
, Yuzhi Wang
, Haoqiang Fan
, Hua Huang
:
Learnability Enhancement for Low-Light Raw Image Denoising: A Data Perspective. 370-387 - Shuai Zheng
, Zhenfeng Zhu
, Zhizhe Liu
, Youru Li
, Yao Zhao
:
Node-Oriented Spectral Filtering for Graph Neural Networks. 388-402 - Wei Zhai
, Yang Cao
, Jing Zhang
, Haiyong Xie
, Dacheng Tao
, Zheng-Jun Zha
:
On Exploring Multiplicity of Primitives and Attributes for Texture Recognition in the Wild. 403-420 - Timothy Duff
, Kathlén Kohn
, Anton Leykin
, Tomás Pajdla:
PLMP - Point-Line Minimal Problems in Complete Multi-View Visibility. 421-435 - Zhihao Duan
, Ming Lu
, Jack Ma
, Yuning Huang
, Zhan Ma
, Fengqing Zhu
:
QARV: Quantization-Aware ResNet VAE for Lossy Image Compression. 436-450 - Zhongxi Qiu
, Yan Hu
, Xiaoshan Chen
, Dan Zeng
, Qingyong Hu
, Jiang Liu
:
Rethinking Dual-Stream Super-Resolution Semantic Learning in Medical Image Segmentation. 451-464 - Hanyang Peng
, Yue Yu
, Shiqi Yu
:
Re-Thinking the Effectiveness of Batch Normalization and Beyond. 465-478 - Long Li
, Junwei Han
, Nian Liu
, Salman H. Khan
, Hisham Cholakkal
, Rao Muhammad Anwer
, Fahad Khan
:
Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection. 479-496 - Libo Sun
, Jia-Wang Bian
, Huangying Zhan
, Wei Yin
, Ian D. Reid
, Chunhua Shen
:
SC-DepthV3: Robust Self-Supervised Monocular Depth Estimation for Dynamic Scenes. 497-508 - Siyuan Yang
, Jun Liu
, Shijian Lu
, Meng Hwa Er
, Yongjian Hu
, Alex C. Kot
:
Self-Supervised 3D Action Representation Learning With Skeleton Cloud Colorization. 509-524 - Neelu Madan
, Nicolae-Catalin Ristea
, Radu Tudor Ionescu
, Kamal Nasrollahi
, Fahad Shahbaz Khan
, Thomas B. Moeslund
, Mubarak Shah
:
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection. 525-542 - Zhe Liu
, Yun Li
, Lina Yao
, Xiaojun Chang
, Wei Fang
, Xiaojun Wu
, Abdulmotaleb El-Saddik
:
Simple Primitives With Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-Shot Learning. 543-560 - Hanrui Wu
, Andy M. Yip
, Jinyi Long
, Jia Zhang
, Michael Kwok-Po Ng
:
Simplicial Complex Neural Networks. 561-575 - Xuanhong Chen
, Bingbing Ni
, Yutian Liu
, Naiyuan Liu, Zhilin Zeng, Hang Wang
:
SimSwap++: Towards Faster and High-Quality Identity Swapping. 576-592 - Boying Li
, Danping Zou
, Yuan Huang
, Xinghan Niu
, Ling Pei
, Wenxian Yu
:
TextSLAM: Visual SLAM With Semantic Planar Text Features. 593-610 - Aming Wu
, Cheng Deng
:
TIB: Detecting Unknown Objects via Two-Stream Information Bottleneck. 611-625 - Min Wang
, Wengang Zhou
, Xin Yao
, Qi Tian
, Houqiang Li
:
Towards Codebook-Free Deep Probabilistic Quantization for Image Retrieval. 626-640 - Zheng Wang
, Feiping Nie
, Canyu Zhang
, Rong Wang
, Xuelong Li
:
Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis. 641-658 - Feiping Nie
, Jitao Lu
, Danyang Wu
, Rong Wang
, Xuelong Li
:
A Novel Normalized-Cut Solver With Nearest Neighbor Hierarchical Initialization. 659-666
Volume 46, Number 2, February 2024
- Tangjun Wang
, Zehao Dou
, Chenglong Bao
, Zuoqiang Shi
:
Diffusion Mechanism in Residual Neural Network: Theory and Applications. 667-680 - Peng Li
, Jiayin Zhao
, Jingyao Wu
, Chao Deng
, Yuqi Han
, Haoqian Wang
, Tao Yu
:
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation. 681-694 - Ziwei Wang
, Yonhon Ng
, Cedric Scheerlinck
, Robert E. Mahony
:
An Asynchronous Linear Filter Architecture for Hybrid Event-Frame Cameras. 695-711 - Wenke Huang
, Mang Ye
, Zekun Shi
, Bo Du
:
Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning. 712-728 - Yuxin Qi
, Jun Wu
, Hansong Xu
, Mohsen Guizani
:
Blockchain Data Mining With Graph Learning: A Survey. 729-748 - Wuyang Chen
, Xinyu Gong
, Junru Wu
, Yunchao Wei
, Humphrey Shi
, Zhicheng Yan
, Yi Yang, Zhangyang Wang
:
Understanding and Accelerating Neural Architecture Search With Training-Free and Theory-Grounded Metrics. 749-763 - Ning Ding
, Chaorui Deng
, Mingkui Tan
, Qing Du
, Zhiwei Ge, Qi Wu
:
Image Captioning With Controllable and Adaptive Length Levels. 764-779 - Kuo Gai
, Shihua Zhang
:
Tessellating the Latent Space for Non-Adversarial Generative Auto-Encoders. 780-792 - Aysegul Dundar
, Jun Gao, Andrew Tao, Bryan Catanzaro:
Progressive Learning of 3D Reconstruction Network From 2D GAN Data. 793-804 - Mani Kumar Tellamekala
, Shahin Amiriparian
, Björn W. Schuller
, Elisabeth André
, Timo Giesbrecht
, Michel F. Valstar
:
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition. 805-822 - Ping Hu
, Simon Niklaus
, Lu Zhang
, Stan Sclaroff
, Kate Saenko
:
Video Frame Interpolation With Many-to-Many Splatting and Spatial Selective Refinement. 823-836 - Víctor M. Sánchez-Cartagena
, Miquel Esplà-Gomis
, Juan Antonio Pérez-Ortiz
, Felipe Sánchez-Martínez
:
Non-Fluent Synthetic Target-Language Data Improve Neural Machine Translation. 837-850 - Xin Chen
, Xiaoling Deng
, Yubin Lan
, Yongbing Long
, Jian Weng
, Zhiquan Liu
, Qi Tian
:
Explanatory Object Part Aggregation for Zero-Shot Learning. 851-868 - Gal Lifshitz
, Dan Raviv
:
Cost Function Unrolling in Unsupervised Optical Flow. 869-880 - Tianyi Wei
, Dongdong Chen
, Wenbo Zhou
, Jing Liao
, Hanqing Zhao
, Weiming Zhang
, Gang Hua
, Nenghai Yu
:
Deep Image Matting With Sparse User Interactions. 881-895 - Weihao Yu
, Chenyang Si
, Pan Zhou
, Mi Luo
, Yichen Zhou
, Jiashi Feng
, Shuicheng Yan
, Xinchao Wang
:
MetaFormer Baselines for Vision. 896-912 - Keqiang Sun
, Shangzhe Wu
, Ning Zhang
, Zhaoyang Huang
, Quan Wang
, Hongsheng Li
:
CGOF++: Controllable 3D Face Synthesis With Conditional Generative Occupancy Fields. 913-926 - Daxin Gu
, Jia Li
, Lin Zhu
, Yu Zhang
, Jimmy S. Ren
:
Reliable Event Generation With Invertible Conditional Normalizing Flow. 927-943 - Yinan Wang
, Wenbo Sun
, Jionghua Jin
, Zhenyu James Kong, Xiaowei Yue
:
WOOD: Wasserstein-Based Out-of-Distribution Detection. 944-956 - Tianwei Cao
, Qianqian Xu
, Zhiyong Yang
, Qingming Huang
:
Mitigating Confounding Bias in Practical Recommender Systems With Partially Inaccessible Exposure Status. 957-974 - Xin Li
, Wenrui Dai
, Shaohui Li
, Chenglin Li
, Junni Zou
, Hongkai Xiong
:
3-D Point Cloud Attribute Compression With -Laplacian Embedding Graph Dictionary Learning. 975-993 - Chen Gao
, Si Liu
, Jinyu Chen
, Luting Wang
, Qi Wu
, Bo Li
, Qi Tian
:
Room-Object Entity Prompting and Reasoning for Embodied Referring Expression. 994-1010 - Guodong Ding
, Fadime Sener
, Angela Yao
:
Temporal Action Segmentation: An Analysis of Modern Techniques. 1011-1030 - Yuankun Jiang
, Chenglin Li
, Wenrui Dai
, Junni Zou
, Hongkai Xiong
:
Variance Reduced Domain Randomization for Reinforcement Learning With Policy Gradient. 1031-1048 - Guorong Li
, Hanhua Ye
, Yuankai Qi
, Shuhui Wang
, Laiyun Qing
, Qingming Huang
, Ming-Hsuan Yang
:
Learning Hierarchical Modular Networks for Video Captioning. 1049-1064 - Yichi Zhang
, Minh Tang
:
A Theoretical Analysis of DeepWalk and Node2vec for Exact Recovery of Community Structures in Stochastic Blockmodels. 1065-1078 - Fan Fei
, Yean Cheng
, Yongjie Zhu
, Qian Zheng
, Si Li
, Gang Pan
, Boxin Shi
:
SPLiT: Single Portrait Lighting Estimation via a Tetrad of Face Intrinsics. 1079-1092 - Yuning Cui
, Wenqi Ren
, Xiaochun Cao
, Alois Knoll
:
Image Restoration via Frequency Selection. 1093-1108 - Joshua Tobin
, Mimi Zhang
:
A Theoretical Analysis of Density Peaks Clustering and the Component-Wise Peak-Finding Algorithm. 1109-1120 - Zhuo Wang
, Wei Zhang
, Ning Liu
, Jianyong Wang
:
Learning Interpretable Rules for Scalable Data Representation and Classification. 1121-1133 - Yongxiang Li
, Qiang Zhou
, Wei Jiang
, Kwok-Leung Tsui
:
Optimal Composite Likelihood Estimation and Prediction for Distributed Gaussian Process Modeling. 1134-1147 - Jian Shi
, Hakim Ghazzai
, Yehia Massoud
:
Differentiable Image Data Augmentation and Its Applications: A Survey. 1148-1164 - Xiuwei Xu
, Ziwei Wang
, Jie Zhou
, Jiwen Lu
:
Back to Reality: Learning Data-Efficient 3D Object Detector With Shape Guidance. 1165-1180 - Fengyuan Shi
, Ruopeng Gao
, Weilin Huang
, Limin Wang
:
Dynamic MDETR: A Dynamic Multimodal Transformer Decoder for Visual Grounding. 1181-1198 - Zhihong Deng
, Zuyue Fu
, Lingxiao Wang
, Zhuoran Yang, Chenjia Bai
, Tianyi Zhou
, Zhaoran Wang, Jing Jiang
:
False Correlation Reduction for Offline Reinforcement Learning. 1199-1211 - Yufei Xu
, Jing Zhang
, Qiming Zhang
, Dacheng Tao
:
ViTPose++: Vision Transformer for Generic Body Pose Estimation. 1212-1230 - Daqi Liu
, Miroslaw Bober
, Josef Kittler
:
Importance Weighted Structure Learning for Scene Graph Generation. 1231-1242 - Yanan Li
, Shusen Yang
, Xuebin Ren
, Liang Shi
, Cong Zhao
:
Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy. 1243-1256 - Enric Corona
, Guillem Alenyà
, Gerard Pons-Moll
, Francesc Moreno-Noguer
:
LayerNet: High-Resolution Semantic 3D Reconstruction of Clothed People. 1257-1272 - Xiaoliu Luo
, Zhuotao Tian
, Taiping Zhang
, Bei Yu
, Yuan Yan Tang
, Jiaya Jia
:
PFENet++: Boosting Few-Shot Semantic Segmentation With the Noise-Filtered Context-Aware Prior Mask. 1273-1289 - Yun-Hao Cao
, Jianxin Wu
:
Tobias: A Random CNN Sees Objects. 1290-1304 - Evangelos Sariyanidi
, Casey J. Zampella
, Robert T. Schultz
, Birkan Tunç
:
Inequality-Constrained 3D Morphable Face Model Fitting. 1305-1318
Volume 46, Number 3, March 2024
- Li Liu
, Timothy M. Hospedales
, Yann LeCun, Mingsheng Long
, Jiebo Luo
, Wanli Ouyang
, Matti Pietikäinen
, Tinne Tuytelaars
:
Editorial: Learning With Fewer Labels in Computer Vision. 1319-1326 - Yanbei Chen
, Massimiliano Mancini
, Xiatian Zhu
, Zeynep Akata:
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey. 1327-1347 - Jian Ding
, Enze Xie
, Hang Xu
, Chenhan Jiang, Zhenguo Li, Ping Luo
, Gui-Song Xia
:
Deeply Unsupervised Patch Re-Identification for Pre-Training Object Detectors. 1348-1361 - Lang Huang
, Chao Zhang
, Hongyang Zhang
:
Self-Adaptive Training: Bridging Supervised and Self-Supervised Learning. 1362-1377 - Wenhan Yang
, Robby T. Tan, Shiqi Wang
, Alex C. Kot
, Jiaying Liu
:
Learning to Remove Rain in Video With Self-Supervision. 1378-1396 - Yida Wang
, David Joseph Tan, Nassir Navab
, Federico Tombari
:
Self-Supervised Latent Space Optimization With Nebula Variational Coding. 1397-1411 - Xinwang Liu
:
Incomplete Multiple Kernel Alignment Maximization for Clustering. 1412-1424 - Han-Jia Ye
, Lu Ming, De-Chuan Zhan
, Wei-Lun Chao:
Few-Shot Learning With a Strong Teacher. 1425-1440 - Sungyong Baik
, Myungsub Choi
, Janghoon Choi
, Heewon Kim
, Kyoung Mu Lee
:
Learning to Learn Task-Adaptive Hyperparameters for Few-Shot Learning. 1441-1454 - Satoshi Tsutsui
, Yanwei Fu
, David J. Crandall
:
Reinforcing Generated Images via Meta-Learning for One-Shot Fine-Grained Visual Recognition. 1455-1463 - Yingjun Du
, Haoliang Sun
, Xiantong Zhen
, Jun Xu
, Yilong Yin
, Ling Shao
, Cees G. M. Snoek
:
MetaKernel: Learning Variational Random Features With Limited Labels. 1464-1478 - Song Park
, Sanghyuk Chun
, Junbum Cha
, Bado Lee
, Hyunjung Shim
:
Few-Shot Font Generation With Weakly Supervised Localized Representations. 1479-1495 - Samarth Mishra
, Pengkai Zhu
, Venkatesh Saligrama
:
Interpretable Compositional Representations for Robust Few-Shot Generalization. 1496-1512 - John Willes
, James Harrison, Ali Harakeh, Chelsea Finn
, Marco Pavone
, Steven L. Waslander
:
Bayesian Embeddings for Few-Shot Open World Recognition. 1513-1529 - Caixia Yan
, Xiaojun Chang
, Minnan Luo
, Huan Liu, Xiaoqin Zhang, Qinghua Zheng
:
Semantics-Guided Contrastive Network for Zero-Shot Object Detection. 1530-1544 - Massimiliano Mancini
, Muhammad Ferjad Naeem
, Yongqin Xian
, Zeynep Akata
:
Learning Graph Embeddings for Open World Compositional Zero-Shot Learning. 1545-1560 - Pratik Mazumder
, Pravendra Singh
, Piyush Rai
, Vinay P. Namboodiri
:
Rectification-Based Knowledge Retention for Task Incremental Learning. 1561-1575 - Hanbin Zhao
, Yongjian Fu
, Mintong Kang, Qi Tian
, Fei Wu
, Xi Li
:
MgSvF: Multi-Grained Slow versus Fast Framework for Few-Shot Class-Incremental Learning. 1576-1588 - Yi Zhu
, Zhongyue Zhang
, Chongruo Wu
, Zhi Zhang
, Tong He
, Hang Zhang
, R. Manmatha
, Mu Li
, Alexander J. Smola
:
Improving Semantic Segmentation via Efficient Self-Training. 1589-1602 - Ali Akbari
, Muhammad Awais
, Soroush Fatemifar
, Syed Safwan Khalid
, Josef Kittler
:
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. 1603-1617 - Jungbeom Lee
, Eunji Kim
, Jisoo Mok
, Sungroh Yoon
:
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization. 1618-1634 - Wenguan Wang
, Guolei Sun
, Luc Van Gool
:
Looking Beyond Single Images for Weakly Supervised Semantic Segmentation Learning. 1635-1649 - Junchi Yu
, Tingyang Xu
, Yu Rong
, Yatao Bian
, Junzhou Huang
, Ran He
:
Recognizing Predictive Substructures With Subgraph Information Bottleneck. 1650-1663 - Jiahua Dong
, Yang Cong
, Gan Sun
, Zhen Fang
, Zhengming Ding
:
Where and How to Transfer: Knowledge Aggregation-Induced Transferability Perception for Unsupervised Domain Adaptation. 1664-1681 - Jing Li
, Kang Zhou
,