IEEE Transactions on Pattern Analysis and Machine Intelligence

Article	Citations
Front Cover	4106
Symbolic Visual Reinforcement Learning: A Scalable Framework With Object-Level Abstraction and Differentiable Expression Search	2169
Editorial: Introduction to the Special Section on Best of CVPR'2022	1708
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach	1120
Video Demoireing Using Focused-Defocused Dual-Camera System	979
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization	865
Towards Accurate and Compact Architectures via Neural Architecture Transformer	855
Seeing Through Satellite Images at Street Views	833
Next Bit Prediction: A Unified Lossless and Lossy Point Cloud Geometry Compression Framework	828
Modeling Noisy Annotations for Point-Wise Supervision	752
Test-Time Correction: An Online 3D Detection System via Visual Prompting	707
Reliable and Compact Graph Fine-Tuning Via Graph Sparse Prompting	667
Event-Based Photometric Bundle Adjustment	654
Principal Uncertainty Quantification With Spatial Correlation for Image Restoration Problems	649
Rethinking Link Prediction for Directed Graphs	628
One-for-All: Towards Universal Domain Translation With a Single StyleGAN	624
Rethinking Rotation-Invariant Recognition of Fine-Grained Shapes From the Perspective of Contour Points	581
Revisiting Transformation Invariant Geometric Deep Learning: An Initial Representation Perspective	578
MECD+: Unlocking Event-Level Causal Graph Discovery for Video Reasoning	577
Quadratic Matrix Factorization With Applications to Manifold Learning	568
Weakly Supervised Semantic Segmentation via Box-Driven Masking and Filling Rate Shifting	554
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference	541
Like Human Rethinking: Contour Transformer AutoRegression for Referring Remote Sensing Interpretation	539
A Personalized and Privacy-Preserving Federated Transformer Framework for Multilingual Sentiment Analysis	521
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation	506

Graph Convolutional Module for Temporal Action Localization in Videos	490
Face Forgery Detection by 3D Decomposition and Composition Search	488
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning	486
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus	476
Learning to Guide a Saturation-Based Theorem Prover	475
Moment-Reenacting: Inverse Motion Degradation With Cross-Shutter Guidance	454
SNI-SLAM++: Tightly-Coupled Semantic Neural Implicit SLAM	454
Optimization-Based Post-Training Quantization With Bit-Split and Stitching	453
Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration	452
Improving Viewpoint Robustness for Visual Recognition via Adversarial Training	442
Jailbreak and Guard Aligned Language Models With Only Few In-Context Demonstrations	438
Enhancing Representations Through Heterogeneous Self-Supervised Learning	430
Adaptive Surface Normal Constraint for Geometric Estimation From Monocular Images	429
A Clustering Validity Index With Multi-Granularity Fusion for Multiple Fuzzy Clustering Algorithms	426
LRANet++: Low-Rank Approximation Network for Accurate and Efficient Text Spotting	413
Prior Image Guided Snapshot Compressive Spectral Imaging	408
Are Graph Convolutional Networks With Random Weights Feasible?	393
DVIS++: Improved Decoupled Framework for Universal Video Segmentation	383
Motion-Aware Dynamic Graph Neural Network for Video Compressive Sensing	357
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion	346
Label Hierarchy Transition: Delving Into Class Hierarchies to Enhance Deep Classifiers	342
SCGT: Toward Scalable and Comprehensive Graph Transformer	338
XOV-Action: Towards Generalizable Open-Vocabulary Action Recognition	336
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting	329
Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching	328
Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks	322
SymBOL: A General-Purpose Symbolic Learner for Scientific Discovery Using Bayesian Optimization-Enhanced Large Language Models	317
Multi-Dataset, Multitask Learning of Egocentric Vision Tasks	315
Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation	315
Invariant Policy Learning: A Causal Perspective	311
Simplicial Complex Neural Networks	304
Locating and Counting Heads in Crowds With a Depth Prior	304
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation	303
Affective Image Content Analysis: Two Decades Review and New Perspectives	300
BiBBDM: Bidirectional Image Translation With Brownian Bridge Diffusion Models	298
Interactive NeRF Geometry Editing With Shape Priors	293
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness	290
Rein++: Efficient Generalization and Adaptation for Semantic Segmentation With Vision Foundation Models	290
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition	289
VATr++: Choose Your Words Wisely for Handwritten Text Generation	283
Learning Graph Convolutional Networks for Multi-Label Recognition and Applications	283
Self-Supervised Skeleton Representation Learning Via Actionlet Contrast and Reconstruct	279
Deep Long-Tailed Learning: A Survey	277
Point-to-Pixel Prompting for Point Cloud Analysis With Pre-Trained Image Models	273
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting	270
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution	262
Active Supervised Cross-Modal Retrieval	257
Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph Construction for High-Dimensional Data	256
Learn to Predict Sets Using Feed-Forward Neural Networks	254
Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification	253

Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification	252
Face Generation and Editing With StyleGAN: A Survey	251
Centerless Clustering	248
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models	245
A Survey on 3D Gaussian Splatting Applications: Segmentation, Editing, and Generation	244
On the Trade-Off Between Flatness and Optimization in Distributed Learning	244
Transformer-Based Visual Segmentation: A Survey	241
Physics-Informed Guided Disentanglement in Generative Networks	240
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures	239
Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes	239
Learning With Style: Continual Semantic Segmentation Across Tasks and Domains	236
Structure-Preserving Image Super-Resolution	235
AIRPNet: Adaptive Image Restoration With Privacy Protection in Steganographic Domain	229
S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation	225
Towards Unified Deep Image Deraining: A Survey and a New Benchmark	224
Cover 2	221
Rate-Distortion Theory in Coding for Machines and Its Applications	216
Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation	215
Human Interaction Understanding With Consistency-Aware Learning	213
Learning Graph Attentions via Replicator Dynamics	212
Continuous Review and Timely Correction: Enhancing the Resistance to Noisy Labels via Self-Not-True and Class-Wise Distillation	212
On Positive-Unlabeled Classification From Corrupted Data in GANs	210
A Unified Experience Replay Framework for Spiking Deep Reinforcement Learning	205
Boosting the Performance of Decentralized Federated Learning via Catalyst Acceleration	200
Curriculum-Based Asymmetric Multi-Task Reinforcement Learning	197
Influence Function Based Second-Order Channel Pruning: Evaluating True Loss Changes for Pruning is Possible Without Retraining	197
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning	194
Reconstruction Guided Meta-Learning for Few Shot Open Set Recognition	194
Compositional Scene Representation Learning via Reconstruction: A Survey	190
Thermal3D-GS: Physics-Induced 3D Gaussians for Thermal Infrared Novel-View Synthesis With a Large-Scale Dataset	189
Autonomous Causal Discovery: Evaluating LLMs' Priors and Constraint Strategies for Reliability	188
MESA: Effective Matching Redundancy Reduction by Semantic Area Segmentation	188
Scanpath Prediction in Panoramic Videos Via Expected Code Length Minimization	187
Bridging Actions: Generate 3D Poses and Shapes In-Between Photos	186
M$^{3}$3D: A Multimodal, Multilingual and Multitask Dataset for Grounded Document-Level Information Extraction	185
Universal Image Segmentation With Efficiency	179
SPLiT: Single Portrait Lighting Estimation via a Tetrad of Face Intrinsics	178
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification	178
Learning Efficient Meshflow and Optical Flow From Event Cameras	178
LMP-GAN: Out-of-Distribution Detection for Non-Control Data Malware Attacks	177
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis With Semantic Graph Prior	177
Discriminant Feature Extraction by Generalized Difference Subspace	177
New Dataset and Methods for Fine-Grained Compositional Referring Expression Comprehension via Specialist-MLLM Collaboration	176
Single-Stage Instance Segmentation Survey: A “1+2+3” Technical Framework	175
Image-to-Image Translation With Disentangled Latent Vectors for Face Editing	174
Supervised Small-Baseline and Large-Baseline Homography Learning With Diffusion-Based Data Generation	173
Deciphering Object Concepts: Hierarchical Cross-Modal Relational Reasoning for Mining Object-Attribute-Affordance Associations	172
Privacy Preserving Decentralized Learning With Positive-Incentive Noise	172
MoIL: Momentum Imitation Learning for Efficient Vision-Language Adaptation	171
GenPoly: Learning Generalized and Tessellated Shape Priors via 3D Polymorphic Evolving	170
Physics-Informed Matrix Factorization Operator	168
Graph-Oriented Instruction Tuning of Large Language Models for Generic Graph Mining	168
GradMDM: Adversarial Attack on Dynamic Networks	166
EVDI++: Event-based Video Deblurring and Interpolation via Self-Supervised Learning	166
Adaptive Transfer Kernel Learning for Transfer Gaussian Process Regression	164
A Unified Decision Rule for Generalized Out-of-Distribution Detection	163
Reduced-Rank Tensor-on-Tensor Regression and Tensor-Variate Analysis of Variance	163
SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid 3D Registration	162
Human-Centric Transformer for Domain Adaptive Action Recognition	155
Weakly Supervised Tracklet Association Learning With Video Labels for Person Re-Identification	153
Image Lens Flare Removal Using Adversarial Curve Learning	150
Learning to See Through With Events	149
Knowledge-Based Embodied Question Answering	148
Winsor-CAM: Human-Tunable Visual Explanations From Deep Networks via Layer-Wise Winsorization	148
Learning From Partially Labeled Data for Multi-Organ and Tumor Segmentation	147
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector	147
Matrix Completion via Non-Convex Relaxation and Adaptive Correlation Learning	146
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-Based Graph Contrastive Learning	146
Unbiased Scene Graph Generation via Two-Stage Causal Modeling	145
To Fold or Not to Fold: Graph Regularized Tensor Train for Visual Data Completion	145
SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation	145
Self-Supervised Multimodal Learning: A Survey	145
BNET: Batch Normalization With Enhanced Linear Transformation	143
A Fully Automated Method for 3D Individual Tooth Identification and Segmentation in Dental CBCT	141
Meta Invariance Defense Towards Generalizable Robustness to Unknown Adversarial Attacks	141
Revisiting Transferable Adversarial Images: Systemization, Evaluation, and New Insights	141
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets	140
Hypergraph-Based Multi-View Action Recognition Using Event Cameras	140
Inter-Intra Hypergraph Computation for Survival Prediction on Whole Slide Images	140
Deep Orientational Representation Learning for Ordinal Regression	139

Understanding the Effects of Projectors in Knowledge Distillation	139
EvolveNav: Empowering LLM-Based Vision-Language Navigation via Self-Improving Embodied Reasoning	139
Correcting Optical Aberration via Depth-Aware Point Spread Functions	139
Mining Association Patterns From Neighborhood Insight	139
QDTrack: Quasi-Dense Similarity Learning for Appearance-Only Multiple Object Tracking	138
Differentially Private Graph Neural Networks for Whole-Graph Classification	138
Asymmetric Loss Functions for Noise-Tolerant Learning: Theory and Applications	138
Temporal Feature Matters: A Framework for Diffusion Model Quantization	138
EAR-Net: Pursuing End-to-End Absolute Rotations from Multi-View Images	138
Fear-Neuro-Inspired Reinforcement Learning for Safe Autonomous Driving	136
HiGCIN: Hierarchical Graph-Based Cross Inference Network for Group Activity Recognition	135
Deep Gait Recognition: A Survey	135
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey	134
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap	133
A Variational EM Acceleration for Efficient Clustering at Very Large Scales	132
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision	132
PathNet: Path-Selective Point Cloud Denoising	132
Variational Data-Free Knowledge Distillation for Continual Learning	131
From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing	129
Controllable Generation With Text-to-Image Diffusion Models: A Survey	129
Advances and Challenges in Meta-Learning: A Technical Review	129
P2T: Pyramid Pooling Transformer for Scene Understanding	128
Self-Scalable Tanh (Stan): Multi-Scale Solutions for Physics-Informed Neural Networks	128
Deep Learning-Based Point Cloud Compression: An In-Depth Survey and Benchmark	128
Accurate and Efficient Stereo Matching via Attention Concatenation Volume	126
Revisiting Nonlocal Self-Similarity from Continuous Representation	124
Random Permutation Set Reasoning	123
MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning	122
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses	122
Quantum Generative Diffusion Model: A Fully Quantum-Mechanical Model for Generating Quantum State Ensemble	122
AutoNovel: Automatically Discovering and Learning Novel Visual Categories	122
Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach	122
Robust Multimodal Learning With Missing Modalities via Parameter-Efficient Adaptation	122
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond	122
Enhancing Photorealism Enhancement	121
Interpretable Optimization-Inspired Unfolding Network for Low-Light Image Enhancement	120
Low-Shot Video Object Segmentation	118
On the Robustness of Average Losses for Partial-Label Learning	118
WildVideo: Benchmarking LMMs for Understanding Video-Language Interaction	117
ComputingEdge ad	117
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning	116
Distributionally Location-Aware Transferable Adversarial Patches for Facial Images	116
Cover 3	116
luvHarris: A Practical Corner Detector for Event-Cameras	116
RGB-T Tracking With Template-Bridged Search Interaction and Target-Preserved Template Updating	114
Adversarially Robust Neural Architectures	114
Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation	113
Compositional Physical Reasoning of Objects and Events From Videos	112
Adaptive Perspective Distillation for Semantic Segmentation	112
Cascaded Dynamic Memory Refinement and Semantic Alignment for Exo-to-Ego Cross-View Video Generation	112
Semi-Supervised Learning for FGVC With Out-of-Category Data	110
FreeFusion: Infrared and Visible Image Fusion via Cross Reconstruction Learning	109
PMGT-VR: A Decentralized Proximal-Gradient Algorithmic Framework With Variance Reduction	109
Unified Modality Separation: A Vision-Language Framework for Unsupervised Domain Adaptation	109
Point Spatio-Temporal Transformer Networks for Point Cloud Video Modeling	109
Pragmatic Communication in Multi-Agent Collaborative Perception	107
Probabilistic Directed Distance Fields for Ray-Based Shape Representations	107
DeepMesh: Differentiable Iso-Surface Extraction	107
Human as Points: Explicit Point-Based 3D Human Reconstruction From Single-View RGB Images	105
Any Fashion Attribute Editing: Dataset and Pretrained Models	105
Hypergraph-Based High-Order Correlation Analysis for Large-Scale Long-Tailed Data Classification	104
Deciphering the Feature Representation of Deep Neural Networks for High-Performance AI	104
On the Universal Approximation Properties of Deep Neural Networks Using MAM Neurons	103
YOTO++: Learning Long-Horizon Closed-Loop Bimanual Manipulation from One-Shot Human Video Demonstrations	103
Supervision by Denoising	102
Reframing Neural Networks: Deep Structure in Overcomplete Representations	102
Pixel Distillation: Cost-Flexible Distillation Across Image Sizes and Heterogeneous Networks	102
The Cluster Structure Function	101
An Energy-Based Prior for Generative Saliency	101
Video DataFlywheel: Resolving the Impossible Data Trinity in Video-Language Understanding	101
Reusable Architecture Growth for Continual Stereo Matching	100
PRANCE: Joint Token-Optimization and Structural Channel-Pruning for Adaptive ViT Inference	100
Editorial: Special Section on Egocentric Perception	100
Continual Unsupervised Generative Modeling	100
SS-NeRF: Physically Based Sparse Spectral Rendering With Neural Radiance Field	100
GLC++: Source-Free Universal Domain Adaptation Through Global-Local Clustering and Contrastive Affinity Learning	99
Temporal Stereo Matching From Event Cameras via Joint Learning With Stereoscopic Flow	99
Joint Framework for Single Image Reconstruction and Super-Resolution With an Event Camera	99
Dynamic Differential Image Circle Diameter Measurement Precision Assessment: Application to Burning Droplets	99
STAR-FC: Structure-Aware Face Clustering on Ultra-Large-Scale Graphs	99
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning	98
Relationship Quantification of Image Degradations	98
3D Visual Saliency: An Independent Perceptual Measure or a Derivative of 2D Image Saliency?	98
Learn to Enhance Sparse Spike Streams	98
Deep Learning on Object-Centric 3D Neural Fields	98
S$^{2}$ 2O: Enhancing Adversarial Training With Second-Order Statistics of Weights	97
MoBluRF: Motion Deblurring Neural Radiance Fields for Blurry Monocular Video	97
Self-Guidance: Boosting Flow and Diffusion Generation on Their Own	97
Compositional Generative Model of Unbounded 4D Cities	97
An Algebraic Geometry Approach to Viewing Graph Solvability	96
Stimulative Training++: Go Beyond the Performance Limits of Residual Networks	96
AutoEval: Are Labels Always Necessary for Classifier Accuracy Evaluation?	96
ONNXPruner: ONNX-Based General Model Pruning Adapter	96
GhostingNet: A Novel Approach for Glass Surface Detection With Ghosting Cues	95
CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment	95