IEEE Transactions on Pattern Analysis and Machine Intelligence

Article	Citations
Learn to Predict Sets Using Feed-Forward Neural Networks	2703
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus	2202
Time-Resolved Far Infrared Light Transport Decomposition for Thermal Photometric Stereo	1318
Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph Construction for High-Dimensional Data	1275
Learning to Guide a Saturation-Based Theorem Prover	1234
Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification	1173
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation	1171
Modeling Noisy Annotations for Point-Wise Supervision	1141
Face Forgery Detection by 3D Decomposition and Composition Search	1105
Invariant Policy Learning: A Causal Perspective	854
Cover	724
Editorial Board	711
[Back inside cover]	610
[Back cover - Table of contents, continued]	609
Front Cover	603
Adaptive Surface Normal Constraint for Geometric Estimation From Monocular Images	550
A Generative Model for Generic Light Field Reconstruction	511
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference	499
Principal Uncertainty Quantification With Spatial Correlation for Image Restoration Problems	451
One-for-All: Towards Universal Domain Translation With a Single StyleGAN	433
DVIS++: Improved Decoupled Framework for Universal Video Segmentation	429
Deep Non-Rigid Structure From Motion With Missing Data	421
Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation	411
Symbolic Visual Reinforcement Learning: A Scalable Framework With Object-Level Abstraction and Differentiable Expression Search	392
Enhancing Representations through Heterogeneous Self-Supervised Learning	390

Quadratic Matrix Factorization With Applications to Manifold Learning	382
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization	362
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures	358
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks	354
Interactive NeRF Geometry Editing With Shape Priors	353
Towards Accurate and Compact Architectures via Neural Architecture Transformer	348
ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks	348
Learning Graph Convolutional Networks for Multi-Label Recognition and Applications	337
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation	331
Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration	331
Motion-Aware Dynamic Graph Neural Network for Video Compressive Sensing	329
Graph Convolutional Module for Temporal Action Localization in Videos	320
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion	316
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting	309
S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation	305
Active Supervised Cross-Modal Retrieval	304
Unsupervised Domain Adaptation via Discriminative Manifold Propagation	295
Towards Unified Deep Image Deraining: A Survey and A New Benchmark	289
Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification	289
Inferring Point Cloud Quality via Graph Similarity	287
Point-to-Pixel Prompting for Point Cloud Analysis With Pre-Trained Image Models	285
VATr++: Choose Your Words Wisely for Handwritten Text Generation	274
Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks	274
Locating and Counting Heads in Crowds With a Depth Prior	265
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach	262
Transformer-Based Visual Segmentation: A Survey	261
Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes	258
Structure-Preserving Image Super-Resolution	250
Learning With Style: Continual Semantic Segmentation Across Tasks and Domains	247
Centerless Clustering	242
Instance Shadow Detection with A Single-Stage Detector	233
Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching	229
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning	227
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness	225
Face Generation and Editing With StyleGAN: A Survey	216
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models	212
Physics-Informed Guided Disentanglement in Generative Networks	211
Optimization-Based Post-Training Quantization With Bit-Split and Stitching	211
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution	207
Multi-Dataset, Multitask Learning of Egocentric Vision Tasks	204
Multi-Task Head Pose Estimation in-the-Wild	198
Are Graph Convolutional Networks With Random Weights Feasible?	197
Affective Image Content Analysis: Two Decades Review and New Perspectives	196
Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method	196
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting	193
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation	190
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition	189
Deep Long-Tailed Learning: A Survey	183
Simplicial Complex Neural Networks	180
Prior Image Guided Snapshot Compressive Spectral Imaging	178

Weakly Supervised Semantic Segmentation via Box-Driven Masking and Filling Rate Shifting	178
Fast Component Tree Computation for Images of Limited Levels	177
SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation	177
Human-Centric Transformer for Domain Adaptive Action Recognition	176
Cover	175
Cover 2	174
Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation	174
Cover	173
Cover	170
Table of Contents	168
Differentially Private Graph Neural Networks for Whole-Graph Classification	167
IEEE Computer Society Has You Covered!	167
TPAMI Information for Authors	166
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning	164
Point Set Registration for 3D Range Scans Using Fuzzy Cluster-Based Metric and Efficient Global Optimization	164
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision	162
Reconstruction Guided Meta-Learning for Few Shot Open Set Recognition	161
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets	156
Differential Viewpoints for Ground Terrain Material Recognition	156
A Variational EM Acceleration for Efficient Clustering at Very Large Scales	155
Compositional Scene Representation Learning via Reconstruction: A Survey	154
Weakly Supervised Tracklet Association Learning With Video Labels for Person Re-Identification	154
Unbiased Scene Graph Generation via Two-Stage Causal Modeling	153
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey	152
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network	151
BNET: Batch Normalization With Enhanced Linear Transformation	151
Image Lens Flare Removal Using Adversarial Curve Learning	150
Knowledge-Based Embodied Question Answering	149
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks	147
On the Robustness of Average Losses for Partial-Label Learning	147
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging	140
Orientational Distribution Learning with Hierarchical Spatial Attention for Open Set Recognition	139
Image-to-Image Translation With Disentangled Latent Vectors for Face Editing	139
Learning to See Through With Events	138
LMP-GAN: Out-Of-Distribution Detection For Non-Control Data Malware Attacks	137
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification	136
Rate-Distortion Theory in Coding for Machines and its Applications	136
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning	134
Correcting Optical Aberration via Depth-Aware Point Spread Functions	133
SPLiT: Single Portrait Lighting Estimation via a Tetrad of Face Intrinsics	132
Dynamic Self-Supervised Teacher-Student Network Learning	131
Bridging Actions: Generate 3D Poses and Shapes In-Between Photos	129
Learning Graph Attentions via Replicator Dynamics	129
Influence Function Based Second-Order Channel Pruning: Evaluating True Loss Changes for Pruning is Possible Without Retraining	127
Human Interaction Understanding With Consistency-Aware Learning	125
Revisiting Nonlocal Self-Similarity from Continuous Representation	125
Robust Multimodal Learning With Missing Modalities via Parameter-Efficient Adaptation	125
GradMDM: Adversarial Attack on Dynamic Networks	125
Discriminant Feature Extraction by Generalized Difference Subspace	124
Inter-Intra Hypergraph Computation for Survival Prediction on Whole Slide Images	122
Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach	122
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving	121
Curriculum-Based Asymmetric Multi-Task Reinforcement Learning	120
On Positive-Unlabeled Classification from Corrupted Data in GANs	117
Power Normalizations in Fine-Grained Image, Few-Shot Image and Graph Classification	116
Variational Data-Free Knowledge Distillation for Continual Learning	116
Hypergraph-Based Multi-View Action Recognition Using Event Cameras	115
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning	115
AutoNovel: Automatically Discovering and Learning Novel Visual Categories	115
Deep Gait Recognition: A Survey	115
Enhancing Photorealism Enhancement	114
Learning From Partially Labeled Data for Multi-Organ and Tumor Segmentation	112
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses	112
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond	112
Interpretable Optimization-Inspired Unfolding Network for Low-Light Image Enhancement	112
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector	111
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking	111
MoIL: Momentum Imitation Learning for Efficient Vision-Language Adaptation	111
Reduced-Rank Tensor-on-Tensor Regression and Tensor-Variate Analysis of Variance	110
Adaptive Transfer Kernel Learning for Transfer Gaussian Process Regression	109
Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks	109
PathNet: Path-Selective Point Cloud Denoising	107
From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing	107
Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications	106
Self-Scalable Tanh (Stan): Multi-Scale Solutions for Physics-Informed Neural Networks	106
Advances and Challenges in Meta-Learning: A Technical Review	106
HiGCIN: Hierarchical Graph-Based Cross Inference Network for Group Activity Recognition	106
A Fully Automated Method for 3D Individual Tooth Identification and Segmentation in Dental CBCT	105
Random Permutation Set Reasoning	103
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning	103

P2T: Pyramid Pooling Transformer for Scene Understanding	103
Accurate and Efficient Stereo Matching via Attention Concatenation Volume	103
Deep Learning for Face Anti-Spoofing: A Survey	102
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion	100
Self-Supervised Multimodal Learning: A Survey	99
Domain Generalization: A Survey	98
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap	98
RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging	97
A Style-Based Generator Architecture for Generative Adversarial Networks	97
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning	97
ComputingEdge ad	97
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search	96
Adversarially Robust Neural Architectures	96
JointFormer: A Unified Framework with Joint Modeling for Video Object Segmentation	96
Semi-Supervised Learning for FGVC With Out-of-Category Data	96
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks	96
Conformal Prediction for Time Series	95
Revealing the Dark Side of Non-Local Attention in Single Image Super-Resolution	94
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning	94
Improving Machine Vision Using Human Perceptual Representations: The Case of Planar Reflection Symmetry for Object Classification	93
LCBM: A Multi-View Probabilistic Model for Multi-Label Classification	93
luvHarris: A Practical Corner Detector for Event-Cameras	92
Dynamic Differential Image Circle Diameter Measurement Precision Assessment: Application to Burning Droplets	91
Continual Unsupervised Generative Modeling	91
TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection	91
Relationship Quantification of Image Degradations	90
Joint Framework for Single Image Reconstruction and Super-Resolution With an Event Camera	90
Cascaded Dynamic Memory Refinement and Semantic Alignment for Exo-to-Ego Cross-view Video Generation	90
[Back cover]	89
The Cluster Structure Function	88
Cover 3	88
Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding	88
Distributionally Location-Aware Transferable Adversarial Patches for Facial Images	88
Editorial: Special Section on Egocentric Perception	87
AutoEval: Are Labels Always Necessary for Classifier Accuracy Evaluation?	87
An Energy-Based Prior for Generative Saliency	86
Scale Propagation Network for Generalizable Depth Completion	86
Noisy Label Learning With Provable Consistency for a Wider Family of Losses	85
Reusable Architecture Growth for Continual Stereo Matching	85
STAR-FC: Structure-Aware Face Clustering on Ultra-Large-Scale Graphs	85
Unified Adversarial Patch for Visible-Infrared Cross-Modal Attacks in the Physical World	85
CC4S: Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation	84
Generalized Task-Driven Medical Image Quality Enhancement With Gradient Promotion	83
Human as Points: Explicit Point-based 3D Human Reconstruction from Single-view RGB Images	83
Heterogeneous Feature Re-Sampling for Balanced Pedestrian Attribute Recognition	83
3D Visual Saliency: An Independent Perceptual Measure or A Derivative of 2D Image Saliency?	83
Test-time Training for Hyperspectral Image Super-resolution	83
Low-shot Video Object Segmentation	83
ONNXPruner: ONNX-Based General Model Pruning Adapter	82
Supervision by Denoising	81
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses	81
Progressive Instance-Aware Feature Learning for Compositional Action Recognition	81
Adaptive Perspective Distillation for Semantic Segmentation	81
SS-TBN: A Semi-Supervised Tri-Branch Network for COVID-19 Screening and Lesion Segmentation	80
A Thorough Benchmark and a New Model for Light Field Saliency Detection	80
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons	80
The Bayesian Cut	80
Recurrent Neural Networks for Snapshot Compressive Imaging	79
Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation	78
Point Spatio-Temporal Transformer Networks for Point Cloud Video Modeling	78
$\mathcal {X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing	78
GhostingNet: A Novel Approach for Glass Surface Detection With Ghosting Cues	78
TE141K: Artistic Text Benchmark for Text Effect Transfer	78
Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset	76
DeepMesh: Differentiable Iso-Surface Extraction	76
RGB-T Tracking With Template-Bridged Search Interaction and Target-Preserved Template Updating	76
Deep Learning on Object-Centric 3D Neural Fields	76
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications	76
Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI	76
Semantic Object Accuracy for Generative Text-to-Image Synthesis	76
Optimizing Regularized Cholesky Score for Order-Based Learning of Bayesian Networks	75
Learning to Super-Resolve Blurry Images With Events	75
FreeFusion: Infrared and Visible Image Fusion via Cross Reconstruction Learning	75
Reinforcing Generated Images via Meta-Learning for One-Shot Fine-Grained Visual Recognition	75
Multi-Modality Multi-Attribute Contrastive Pre-Training for Image Aesthetics Computing	75
Pair Then Relation: Pair-Net for Panoptic Scene Graph Generation	74
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization	74
Rolling Shutter Homography and its Applications	74
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation	73
Reframing Neural Networks: Deep Structure in Overcomplete Representations	73
CycMuNet+: Cycle-Projected Mutual Learning for Spatial-Temporal Video Super-Resolution	72
Pixel Distillation: Cost-Flexible Distillation Across Image Sizes and Heterogeneous Networks	72
Analysis of the Hands in Egocentric Vision: A Survey	72
MoBluRF: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video	72
Cover 3	71
MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration	71
Compositional Physical Reasoning of Objects and Events from Videos	71
Table of Contents	71
Support Vector Machine Classifier via Soft-Margin Loss	71
Disentangled Representation Learning	71
Single Image Deraining: From Model-Based to Data-Driven and Beyond	71
One Fits Many: Class Confusion Loss for Versatile Domain Adaptation	70
Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment	70
IEEE Computer Society Has You Covered!	70
Searching for Network Width With Bilaterally Coupled Network	70