IEEE Transactions on Pattern Analysis and Machine Intelligence

Article	Citations
[Back cover - Table of contents, continued]	2904
Front Cover	1584
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference	1535
Learn to Predict Sets Using Feed-Forward Neural Networks	1471
Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification	1449
Modeling Noisy Annotations for Point-Wise Supervision	1436
Video Demoireing using Focused-Defocused Dual-Camera System	1283
One-for-All: Towards Universal Domain Translation With a Single StyleGAN	1095
Principal Uncertainty Quantification With Spatial Correlation for Image Restoration Problems	1078
Symbolic Visual Reinforcement Learning: A Scalable Framework With Object-Level Abstraction and Differentiable Expression Search	931
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion	748
S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation	715
Physics-Informed Guided Disentanglement in Generative Networks	686
Multi-Dataset, Multitask Learning of Egocentric Vision Tasks	603
Towards Accurate and Compact Architectures via Neural Architecture Transformer	555
A Generative Model for Generic Light Field Reconstruction	541
Face Generation and Editing With StyleGAN: A Survey	541
Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks	536
MECD+ : Unlocking Event-Level Causal Graph Discovery for Video Reasoning	519
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition	485
Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration	475
Structure-Preserving Image Super-Resolution	471
Face Forgery Detection by 3D Decomposition and Composition Search	460
Transformer-Based Visual Segmentation: A Survey	446
Inferring Point Cloud Quality via Graph Similarity	446

Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes	442
Affective Image Content Analysis: Two Decades Review and New Perspectives	432
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation	430
A Clustering Validity Index With Multi-Granularity Fusion for Multiple Fuzzy Clustering Algorithms	425
ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks	411
Active Supervised Cross-Modal Retrieval	398
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus	391
Event-Based Photometric Bundle Adjustment	387
On the Trade-Off Between Flatness and Optimization in Distributed Learning	382
Instance Shadow Detection with A Single-Stage Detector	380
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning	360
VATr++: Choose Your Words Wisely for Handwritten Text Generation	355
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach	354
Interactive NeRF Geometry Editing With Shape Priors	352
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization	350
Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation	350
Enhancing Representations Through Heterogeneous Self-Supervised Learning	349
Quadratic Matrix Factorization With Applications to Manifold Learning	343
Invariant Policy Learning: A Causal Perspective	340
Learning With Style: Continual Semantic Segmentation Across Tasks and Domains	339
Centerless Clustering	332
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation	324
Deep Non-Rigid Structure From Motion With Missing Data	322
Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph Construction for High-Dimensional Data	316
Adaptive Surface Normal Constraint for Geometric Estimation From Monocular Images	309
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks	307
Unsupervised Domain Adaptation via Discriminative Manifold Propagation	301
Simplicial Complex Neural Networks	300
Graph Convolutional Module for Temporal Action Localization in Videos	300
Learning Graph Convolutional Networks for Multi-Label Recognition and Applications	299
Editorial: Introduction to the Special Section on Best of CVPR'2022	272
Towards Unified Deep Image Deraining: A Survey and a New Benchmark	272
Self-Supervised Skeleton Representation Learning Via Actionlet Contrast and Reconstruct	266
BiBBDM: Bidirectional Image Translation With Brownian Bridge Diffusion Models	259
Locating and Counting Heads in Crowds With a Depth Prior	255
Point-to-Pixel Prompting for Point Cloud Analysis With Pre-Trained Image Models	250
Learning to Guide a Saturation-Based Theorem Prover	248
Are Graph Convolutional Networks With Random Weights Feasible?	248
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures	245
Motion-Aware Dynamic Graph Neural Network for Video Compressive Sensing	245
DVIS++: Improved Decoupled Framework for Universal Video Segmentation	237
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation	234
Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching	232
Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification	231
Prior Image Guided Snapshot Compressive Spectral Imaging	227
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution	222
Deep Long-Tailed Learning: A Survey	220
Revisiting Transformation Invariant Geometric Deep Learning: An Initial Representation Perspective	219
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting	218
Optimization-Based Post-Training Quantization With Bit-Split and Stitching	212

Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method	210
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models	207
Weakly Supervised Semantic Segmentation via Box-Driven Masking and Filling Rate Shifting	206
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting	206
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness	206
IEEE Computer Society Has You Covered!	204
Cover	203
Table of Contents	202
Cover	202
Cover 2	201
Fast Component Tree Computation for Images of Limited Levels	200
BNET: Batch Normalization With Enhanced Linear Transformation	197
Human-Centric Transformer for Domain Adaptive Action Recognition	197
Universal Image Segmentation With Efficiency	196
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration	196
M3D: a Multimodal, Multilingual and Multitask Dataset for Grounded Document-level Information Extraction	194
Temporal Feature Matters: A Framework for Diffusion Model Quantization	194
Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining	191
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging	188
Learning to See Through With Events	186
Revisiting Transferable Adversarial Images: Systemization, Evaluation, and New Insights	184
SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid 3D Registration	183
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior	179
Rate-Distortion Theory in Coding for Machines and Its Applications	178
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning	174
MoIL: Momentum Imitation Learning for Efficient Vision-Language Adaptation	172
Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation	172
LMP-GAN: Out-of-Distribution Detection for Non-Control Data Malware Attacks	170
On Positive-Unlabeled Classification From Corrupted Data in GANs	169
Learning Graph Attentions via Replicator Dynamics	168
Image Lens Flare Removal Using Adversarial Curve Learning	163
Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks	163
Human Interaction Understanding With Consistency-Aware Learning	163
GradMDM: Adversarial Attack on Dynamic Networks	161
Bridging Actions: Generate 3D Poses and Shapes In-Between Photos	160
Revisiting Nonlocal Self-Similarity from Continuous Representation	159
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets	158
GenPoly: Learning Generalized and Tessellated Shape Priors via 3D Polymorphic Evolving	156
Enhancing Photorealism Enhancement	156
Knowledge-Based Embodied Question Answering	155
To Fold or Not to Fold: Graph Regularized Tensor Train for Visual Data Completion	154
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification	151
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector	149
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning	148
Learning Efficient Meshflow and Optical Flow from Event Cameras	146
Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach	146
PathNet: Path-Selective Point Cloud Denoising	145
Adaptive Transfer Kernel Learning for Transfer Gaussian Process Regression	143
Differential Viewpoints for Ground Terrain Material Recognition	143
Self-Scalable Tanh (Stan): Multi-Scale Solutions for Physics-Informed Neural Networks	142
SPLiT: Single Portrait Lighting Estimation via a Tetrad of Face Intrinsics	141
Deep Learning-Based Point Cloud Compression: An In-Depth Survey and Benchmark	140
Reduced-Rank Tensor-on-Tensor Regression and Tensor-Variate Analysis of Variance	140
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning	138
Power Normalizations in Fine-Grained Image, Few-Shot Image and Graph Classification	137
A Variational EM Acceleration for Efficient Clustering at Very Large Scales	136
Weakly Supervised Tracklet Association Learning With Video Labels for Person Re-Identification	136
Correcting Optical Aberration via Depth-Aware Point Spread Functions	133
Accurate and Efficient Stereo Matching via Attention Concatenation Volume	133
Orientational Distribution Learning with Hierarchical Spatial Attention for Open Set Recognition	133
On the Robustness of Average Losses for Partial-Label Learning	133
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks	132
Differentially Private Graph Neural Networks for Whole-Graph Classification	132
Compositional Scene Representation Learning via Reconstruction: A Survey	128
Image-to-Image Translation With Disentangled Latent Vectors for Face Editing	127
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision	126
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap	126
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey	125
Hypergraph-Based Multi-View Action Recognition Using Event Cameras	124
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond	123
Curriculum-Based Asymmetric Multi-Task Reinforcement Learning	122
Robust Multimodal Learning With Missing Modalities via Parameter-Efficient Adaptation	122
Dynamic Self-Supervised Teacher-Student Network Learning	121
Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications	120
Unbiased Scene Graph Generation via Two-Stage Causal Modeling	120
Reconstruction Guided Meta-Learning for Few Shot Open Set Recognition	119
Random Permutation Set Reasoning	119
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving	116
Self-Supervised Multimodal Learning: A Survey	116
Discriminant Feature Extraction by Generalized Difference Subspace	115

AutoNovel: Automatically Discovering and Learning Novel Visual Categories	115
Interpretable Optimization-Inspired Unfolding Network for Low-Light Image Enhancement	115
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion	115
Deep Gait Recognition: A Survey	114
From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing	113
Advances and Challenges in Meta-Learning: A Technical Review	113
SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation	113
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses	112
Learning From Partially Labeled Data for Multi-Organ and Tumor Segmentation	112
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning	112
Domain Generalization: A Survey	111
P2T: Pyramid Pooling Transformer for Scene Understanding	110
A Style-Based Generator Architecture for Generative Adversarial Networks	109
Influence Function Based Second-Order Channel Pruning: Evaluating True Loss Changes for Pruning is Possible Without Retraining	109
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network	109
Inter-Intra Hypergraph Computation for Survival Prediction on Whole Slide Images	109
Variational Data-Free Knowledge Distillation for Continual Learning	108
Deep Learning for Face Anti-Spoofing: A Survey	108
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking	108
Dynamic Differential Image Circle Diameter Measurement Precision Assessment: Application to Burning Droplets	107
A Fully Automated Method for 3D Individual Tooth Identification and Segmentation in Dental CBCT	107
HiGCIN: Hierarchical Graph-Based Cross Inference Network for Group Activity Recognition	107
JointFormer: A Unified Framework With Joint Modeling for Video Object Segmentation	106
Semi-Supervised Learning for FGVC With Out-of-Category Data	106
Low-Shot Video Object Segmentation	105
Any Fashion Attribute Editing: Dataset and Pretrained Models	105
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning	105
ComputingEdge ad	105
WildVideo: Benchmarking LMMs for Understanding Video-Language Interaction	105
Cover 3	104
Pair Then Relation: Pair-Net for Panoptic Scene Graph Generation	104
MoBluRF: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video	103
Hypergraph-Based High-Order Correlation Analysis for Large-Scale Long-Tailed Data Classification	103
Reframing Neural Networks: Deep Structure in Overcomplete Representations	102
CC4S: Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation	102
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons	102
SS-NeRF: Physically Based Sparse Spectral Rendering with Neural Radiance Field	102
Test-Time Training for Hyperspectral Image Super-Resolution	102
3D Visual Saliency: An Independent Perceptual Measure or a Derivative of 2D Image Saliency?	102
DeepMesh: Differentiable Iso-Surface Extraction	101
STAR-FC: Structure-Aware Face Clustering on Ultra-Large-Scale Graphs	100
S$^{2}$ 2O: Enhancing Adversarial Training With Second-Order Statistics of Weights	100
Self-Guidance: Boosting Flow and Diffusion Generation on Their Own	100
Progressive Instance-Aware Feature Learning for Compositional Action Recognition	99
The Bayesian Cut	99
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses	98
Supervision by Denoising	98
PMGT-VR: a Decentralized Proximal-gradient Algorithmic Framework with Variance Reduction	98
Noisy Label Learning With Provable Consistency for a Wider Family of Losses	97
Unified Modality Separation: A Vision-Language Framework for Unsupervised Domain Adaptation	97
Heterogeneous Feature Re-Sampling for Balanced Pedestrian Attribute Recognition	97
Probabilistic Directed Distance Fields for Ray-Based Shape Representations	97
Towards Reliable and Faithful Explanations: A Disentanglement-Augmented Approach for Selective Rationalization	97
RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging	96
AutoEval: Are Labels Always Necessary for Classifier Accuracy Evaluation?	96
Reinforcing Generated Images via Meta-Learning for One-Shot Fine-Grained Visual Recognition	96
Scale Propagation Network for Generalizable Depth Completion	95
ONNXPruner: ONNX-Based General Model Pruning Adapter	95
An Energy-Based Prior for Generative Saliency	95
Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding	95
Editorial: Special Section on Egocentric Perception	94
The Cluster Structure Function	94
Reusable Architecture Growth for Continual Stereo Matching	94
PRANCE: Joint Token-Optimization and Structural Channel-Pruning for Adaptive ViT Inference	93
Adversarially Robust Neural Architectures	93
Pixel Distillation: Cost-Flexible Distillation Across Image Sizes and Heterogeneous Networks	93
GhostingNet: A Novel Approach for Glass Surface Detection With Ghosting Cues	92
Revealing the Dark Side of Non-Local Attention in Single Image Super-Resolution	92
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector	91
Continual Unsupervised Generative Modeling	91
Compositional Physical Reasoning of Objects and Events From Videos	91
Improving Machine Vision Using Human Perceptual Representations: The Case of Planar Reflection Symmetry for Object Classification	91
Generalized Task-Driven Medical Image Quality Enhancement With Gradient Promotion	91
Compositional Generative Model of Unbounded 4D Cities	91
TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection	89
Joint Framework for Single Image Reconstruction and Super-Resolution With an Event Camera	89
Unified Adversarial Patch for Visible-Infrared Cross-Modal Attacks in the Physical World	89
Adaptive Perspective Distillation for Semantic Segmentation	89
luvHarris: A Practical Corner Detector for Event-Cameras	88
Semantic Object Accuracy for Generative Text-to-Image Synthesis	88
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning	88
$\mathcal {X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing	88
GLC++: Source-Free Universal Domain Adaptation Through Global-Local Clustering and Contrastive Affinity Learning	88
Orthogonal Decoupling Contrastive Regularization: Towards Uncorrelated Feature Decoupling for Unpaired Image Restoration	88
Analysis of the Hands in Egocentric Vision: A Survey	87
Learning to Super-Resolve Blurry Images With Events	86
RGB-T Tracking With Template-Bridged Search Interaction and Target-Preserved Template Updating	86
Deep Learning on Object-Centric 3D Neural Fields	86
A Thorough Benchmark and a New Model for Light Field Saliency Detection	86
Privacy-Preserving Deep Action Recognition: An Adversarial Learning Framework and A New Dataset	86
FreeFusion: Infrared and Visible Image Fusion via Cross Reconstruction Learning	86
Multi-Modality Multi-Attribute Contrastive Pre-Training for Image Aesthetics Computing	86
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications	86
Conformal Prediction for Time Series	86
Stimulative Training++: Go Beyond the Performance Limits of Residual Networks	85