IEEE Transactions on Pattern Analysis and Machine Intelligence

Article	Citations
Learn to Predict Sets Using Feed-Forward Neural Networks	2949
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus	2593
Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification	1445
Modeling Noisy Annotations for Point-Wise Supervision	1435
Cover	1358
[Back cover - Table of contents, continued]	1347
Front Cover	1319
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference	1237
Principal Uncertainty Quantification With Spatial Correlation for Image Restoration Problems	1234
One-for-All: Towards Universal Domain Translation With a Single StyleGAN	1008
Deep Non-Rigid Structure From Motion With Missing Data	936
Enhancing Representations Through Heterogeneous Self-Supervised Learning	864
Quadratic Matrix Factorization With Applications to Manifold Learning	693
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization	673
Interactive NeRF Geometry Editing With Shape Priors	617
S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation	588
Learning Graph Convolutional Networks for Multi-Label Recognition and Applications	563
A Clustering Validity Index with Multi-Granularity Fusion for Multiple Fuzzy Clustering Algorithms	514
Instance Shadow Detection with A Single-Stage Detector	503
ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks	490
Event-based Photometric Bundle Adjustment	489
Weakly Supervised Semantic Segmentation via Box-Driven Masking and Filling Rate Shifting	460
Invariant Policy Learning: A Causal Perspective	452
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models	441
VATr++: Choose Your Words Wisely for Handwritten Text Generation	435

Learning With Style: Continual Semantic Segmentation Across Tasks and Domains	423
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach	411
Active Supervised Cross-Modal Retrieval	410
On the Trade-off between Flatness and Optimization in Distributed Learning	398
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation	397
Multi-Dataset, Multitask Learning of Egocentric Vision Tasks	394
DVIS++: Improved Decoupled Framework for Universal Video Segmentation	387
Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration	380
Towards Accurate and Compact Architectures via Neural Architecture Transformer	377
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation	373
Centerless Clustering	368
Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification	365
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks	356
Learning to Guide a Saturation-Based Theorem Prover	347
Face Generation and Editing With StyleGAN: A Survey	328
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures	324
Video Demoireing using Focused-Defocused Dual-Camera System	313
BiBBDM: Bidirectional Image Translation with Brownian Bridge Diffusion Models	313
Optimization-Based Post-Training Quantization With Bit-Split and Stitching	312
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation	312
A Generative Model for Generic Light Field Reconstruction	312
Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching	307
Locating and Counting Heads in Crowds With a Depth Prior	305
Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation	302
Towards Unified Deep Image Deraining: A Survey and a New Benchmark	297
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution	292
Self-Supervised Skeleton Representation Learning via Actionlet Contrast and Reconstruct	292
Point-to-Pixel Prompting for Point Cloud Analysis With Pre-Trained Image Models	280
Simplicial Complex Neural Networks	273
Prior Image Guided Snapshot Compressive Spectral Imaging	273
Adaptive Surface Normal Constraint for Geometric Estimation From Monocular Images	269
Physics-Informed Guided Disentanglement in Generative Networks	263
Are Graph Convolutional Networks With Random Weights Feasible?	261
Unsupervised Domain Adaptation via Discriminative Manifold Propagation	253
Motion-Aware Dynamic Graph Neural Network for Video Compressive Sensing	249
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion	248
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning	240
Symbolic Visual Reinforcement Learning: A Scalable Framework With Object-Level Abstraction and Differentiable Expression Search	240
Face Forgery Detection by 3D Decomposition and Composition Search	238
Transformer-Based Visual Segmentation: A Survey	237
Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes	235
Graph Convolutional Module for Temporal Action Localization in Videos	235
Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph Construction for High-Dimensional Data	221
Structure-Preserving Image Super-Resolution	221
Deep Long-Tailed Learning: A Survey	219
Inferring Point Cloud Quality via Graph Similarity	219
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness	215
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting	214
Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method	207
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition	206

ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting	201
Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks	200
Affective Image Content Analysis: Two Decades Review and New Perspectives	196
Fast Component Tree Computation for Images of Limited Levels	192
Human-Centric Transformer for Domain Adaptive Action Recognition	191
Cover 2	187
Cover	187
Cover	186
Table of Contents	186
Cover	186
IEEE Computer Society Has You Covered!	185
TPAMI Information for Authors	185
Point Set Registration for 3D Range Scans Using Fuzzy Cluster-Based Metric and Efficient Global Optimization	184
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets	184
A Variational EM Acceleration for Efficient Clustering at Very Large Scales	182
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network	181
MoIL: Momentum Imitation Learning for Efficient Vision-Language Adaptation	181
Discriminant Feature Extraction by Generalized Difference Subspace	181
Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation	181
SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation	178
LMP-GAN: Out-of-Distribution Detection for Non-Control Data Malware Attacks	177
Universal Image Segmentation with Efficiency	176
On Positive-Unlabeled Classification From Corrupted Data in GANs	172
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks	171
Temporal Feature Matters: A Framework for Diffusion Model Quantization	170
Influence Function Based Second-Order Channel Pruning: Evaluating True Loss Changes for Pruning is Possible Without Retraining	168
Knowledge-Based Embodied Question Answering	168
Random Permutation Set Reasoning	166
Rate-Distortion Theory in Coding for Machines and Its Applications	163
Image-to-Image Translation With Disentangled Latent Vectors for Face Editing	158
Accurate and Efficient Stereo Matching via Attention Concatenation Volume	158
Deep Learning for Face Anti-Spoofing: A Survey	157
PathNet: Path-Selective Point Cloud Denoising	156
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior	155
From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing	153
Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach	152
Robust Multimodal Learning With Missing Modalities via Parameter-Efficient Adaptation	150
Hypergraph-Based Multi-View Action Recognition Using Event Cameras	148
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification	145
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond	144
Variational Data-Free Knowledge Distillation for Continual Learning	142
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning	142
Curriculum-Based Asymmetric Multi-Task Reinforcement Learning	141
SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid 3D Registration	137
Power Normalizations in Fine-Grained Image, Few-Shot Image and Graph Classification	137
BNET: Batch Normalization With Enhanced Linear Transformation	137
Reduced-Rank Tensor-on-Tensor Regression and Tensor-Variate Analysis of Variance	136
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey	136
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector	135
Correcting Optical Aberration via Depth-Aware Point Spread Functions	135
Learning to See Through With Events	133
Learning From Partially Labeled Data for Multi-Organ and Tumor Segmentation	132
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision	132
AutoNovel: Automatically Discovering and Learning Novel Visual Categories	132
HiGCIN: Hierarchical Graph-Based Cross Inference Network for Group Activity Recognition	131
Learning Graph Attentions via Replicator Dynamics	129
Bridging Actions: Generate 3D Poses and Shapes In-Between Photos	128
Dynamic Self-Supervised Teacher-Student Network Learning	128
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration	127
Spatial-Temporal Transformer for Video Snapshot Compressive Imaging	126
Human Interaction Understanding With Consistency-Aware Learning	126
Differential Viewpoints for Ground Terrain Material Recognition	126
SPLiT: Single Portrait Lighting Estimation via a Tetrad of Face Intrinsics	125
Self-Scalable Tanh (Stan): Multi-Scale Solutions for Physics-Informed Neural Networks	124
Compositional Scene Representation Learning via Reconstruction: A Survey	124
Orientational Distribution Learning with Hierarchical Spatial Attention for Open Set Recognition	123
Self-Supervised Multimodal Learning: A Survey	122
Deep Learning-Based Point Cloud Compression: An In-Depth Survey and Benchmark	121
Enhancing Photorealism Enhancement	119
Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks	119
GenPoly: Learning Generalized and Tessellated Shape Priors via 3D Polymorphic Evolving	119
Adaptive Transfer Kernel Learning for Transfer Gaussian Process Regression	118
Image Lens Flare Removal Using Adversarial Curve Learning	118
Inter-Intra Hypergraph Computation for Survival Prediction on Whole Slide Images	118
On the Robustness of Average Losses for Partial-Label Learning	115
Revisiting Nonlocal Self-Similarity from Continuous Representation	115
Differentially Private Graph Neural Networks for Whole-Graph Classification	115
GradMDM: Adversarial Attack on Dynamic Networks	113
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning	113
Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining	113

Unbiased Scene Graph Generation via Two-Stage Causal Modeling	111
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning	111
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap	111
P2T: Pyramid Pooling Transformer for Scene Understanding	110
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning	110
Weakly Supervised Tracklet Association Learning With Video Labels for Person Re-Identification	109
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving	108
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion	108
Reconstruction Guided Meta-Learning for Few Shot Open Set Recognition	108
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses	108
A Fully Automated Method for 3D Individual Tooth Identification and Segmentation in Dental CBCT	106
Domain Generalization: A Survey	106
Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications	106
A Style-Based Generator Architecture for Generative Adversarial Networks	106
Advances and Challenges in Meta-Learning: A Technical Review	105
Interpretable Optimization-Inspired Unfolding Network for Low-Light Image Enhancement	104
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking	104
ComputingEdge ad	103
Deep Gait Recognition: A Survey	103
luvHarris: A Practical Corner Detector for Event-Cameras	102
Human as Points: Explicit Point-Based 3D Human Reconstruction From Single-View RGB Images	102
JointFormer: A Unified Framework With Joint Modeling for Video Object Segmentation	102
Multi-Modality Multi-Attribute Contrastive Pre-Training for Image Aesthetics Computing	101
Dynamic Differential Image Circle Diameter Measurement Precision Assessment: Application to Burning Droplets	101
Low-Shot Video Object Segmentation	101
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning	101
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning	100
Semi-Supervised Learning for FGVC With Out-of-Category Data	100
Recurrent Neural Networks for Snapshot Compressive Imaging	98
Probabilistic Directed Distance Fields for Ray-Based Shape Representations	98
TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection	98
Cover 3	97
Learning With Constraint Learning: New Perspective, Solution Strategy and Various Applications	97
Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding	96
The Cluster Structure Function	95
Editorial: Special Section on Egocentric Perception	95
An Energy-Based Prior for Generative Saliency	95
Heterogeneous Feature Re-Sampling for Balanced Pedestrian Attribute Recognition	94
Reusable Architecture Growth for Continual Stereo Matching	94
Generalized Task-Driven Medical Image Quality Enhancement With Gradient Promotion	94
Scale Propagation Network for Generalizable Depth Completion	94
Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI	93
STAR-FC: Structure-Aware Face Clustering on Ultra-Large-Scale Graphs	93
Stimulative Training++: Go Beyond the Performance Limits of Residual Networks	93
The Bayesian Cut	93
Relationship Quantification of Image Degradations	93
Unified Adversarial Patch for Visible-Infrared Cross-Modal Attacks in the Physical World	93
Deep Learning on Object-Centric 3D Neural Fields	92
GhostingNet: A Novel Approach for Glass Surface Detection With Ghosting Cues	92
TE141K: Artistic Text Benchmark for Text Effect Transfer	92
Continual Unsupervised Generative Modeling	92
Equivalent Classification Mapping for Weakly Supervised Temporal Action Localization	92
AutoEval: Are Labels Always Necessary for Classifier Accuracy Evaluation?	90
Learning to Super-Resolve Blurry Images With Events	90
Adversarially Robust Neural Architectures	89
SS-TBN: A Semi-Supervised Tri-Branch Network for COVID-19 Screening and Lesion Segmentation	88
DeepMesh: Differentiable Iso-Surface Extraction	88
Reframing Neural Networks: Deep Structure in Overcomplete Representations	88
S $^{2}$ O: Enhancing Adversarial Training with Second-Order Statistics of Weights	88
Point Spatio-Temporal Transformer Networks for Point Cloud Video Modeling	88
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search	88
Supervision by Denoising	87
CC4S: Encouraging Certainty and Consistency in Scribble-Supervised Semantic Segmentation	87
A Thorough Benchmark and a New Model for Light Field Saliency Detection	87
Semantic Object Accuracy for Generative Text-to-Image Synthesis	86
Improving Machine Vision Using Human Perceptual Representations: The Case of Planar Reflection Symmetry for Object Classification	85
Unified Modality Separation: A Vision-Language Framework for Unsupervised Domain Adaptation	84
Compositional Generative Model of Unbounded 4D Cities	84
Noisy Label Learning With Provable Consistency for a Wider Family of Losses	84
SKDF: A Simple Knowledge Distillation Framework for Distilling Open-Vocabulary Knowledge to Open-world Object Detector	83
Reinforcing Generated Images via Meta-Learning for One-Shot Fine-Grained Visual Recognition	83
WildVideo: Benchmarking LMMs for Understanding Video-Language Interaction	83
MB-TaylorFormer V2: Improved Multi-Branch Linear Transformer Expanded by Taylor Formula for Image Restoration	83
ONNXPruner: ONNX-Based General Model Pruning Adapter	83
Joint Framework for Single Image Reconstruction and Super-Resolution With an Event Camera	83
$\mathcal {X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing	83
Optimizing Regularized Cholesky Score for Order-Based Learning of Bayesian Networks	83
3D Visual Saliency: An Independent Perceptual Measure or a Derivative of 2D Image Saliency?	82
RGB-T Tracking With Template-Bridged Search Interaction and Target-Preserved Template Updating	82
Single Image Deraining: From Model-Based to Data-Driven and Beyond	81
Adaptive Perspective Distillation for Semantic Segmentation	81
Pixel Distillation: Cost-Flexible Distillation Across Image Sizes and Heterogeneous Networks	81
Distributionally Location-Aware Transferable Adversarial Patches for Facial Images	80
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation	80
Progressive Instance-Aware Feature Learning for Compositional Action Recognition	80
Pair Then Relation: Pair-Net for Panoptic Scene Graph Generation	79
Any Fashion Attribute Editing: Dataset and Pretrained Models	79
Towards Reliable and Faithful Explanations: A Disentanglement-Augmented Approach for Selective Rationalization	79
CycMuNet+: Cycle-Projected Mutual Learning for Spatial-Temporal Video Super-Resolution	79
Revealing the Dark Side of Non-Local Attention in Single Image Super-Resolution	79
Conformal Prediction for Time Series	79
RED++ : Data-Free Pruning of Deep Neural Networks via Input Splitting and Output Merging	79
Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses	78
Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation	78
MoBluRF: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video	77