IEEE Transactions on Pattern Analysis and Machine Intelligence

Article	Citations
[Front inside cover]	2531
IEEE Transactions on Pattern Analysis and Machine Intelligence Publication Information	1942
Cover 2	1248
Cover 4 [Table of Contents, back cover]	1175
Front Cover	1163
Towards Robust Probabilistic Modeling on SO(3) via Rotation Laplace Distribution	1121
Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling	1086
IEEE Computer Society Information	1080
Front Cover	1005
Cover 3	999
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting	994
Gait Recognition in the Wild: A Large-scale Benchmark and NAS-based Baseline	784
Diffusion Models in Low-Level Vision: A Survey	651
Table of Contents	633
[Back inside cover]	603
Cover	590
Editorial Board	573
Towards Accurate Post-Training Quantization of Vision Transformers via Error Reduction	548
Learning the Optimal Discriminant SVM With Feature Extraction	526
Instruction-Guided Scene Text Recognition	473
Visible-Thermal Tiny Object Detection: A Benchmark Dataset and Baselines	455
Quantum Gated Recurrent Neural Networks	413
One-for-All: Towards Universal Domain Translation With a Single StyleGAN	400
Glissando-Net: Deep Single View Category Level Pose Estimation and 3D Reconstruction	394
DHVT: Dynamic Hybrid Vision Transformer for Small Dataset Recognition	388

Behind Every Domain There is a Shift: Adapting Distortion-Aware Vision Transformers for Panoramic Semantic Segmentation	387
AD-VAT+: An Asymmetric Dueling Mechanism for Learning and Understanding Visual Active Tracking	387
Video Coding for Machines: Compact Visual Representation Compression for Intelligent Collaborative Analytics	356
Old Photo Restoration via Deep Latent Space Translation	348
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features	340
Exploiting Wavelength Diversity for High Resolution Time-of-Flight 3D Imaging	337
A Lightweight Optical Flow CNN —Revisiting Data Fidelity and Regularization	336
SIFT Matching by Context Exposed	330
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation	324
Learning Invariance From Generated Variance for Unsupervised Person Re-Identification	319
Sparse R-CNN: An End-to-End Framework for Object Detection	313
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness	305
Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning	301
Normalization Techniques in Training DNNs: Methodology, Analysis and Application	299
Deep Long-Tailed Learning: A Survey	296
An Integrated Fast Hough Transform for Multidimensional Data	292
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning	291
Joint Feature Synthesis and Embedding: Adversarial Cross-Modal Retrieval Revisited	278
On the Optimality of Sufficient Statistics-based Quantizers	275
IEEE Computer Society Information	274
A Causal Adjustment Module for Debiasing Scene Graph Generation	273
Quasi-Metric Learning for Bilateral Person-Job Fit	270
Global Model Selection via Solution Paths for Robust Support Vector Machine	268
Remembering What is Important: A Factorised Multi-Head Retrieval and Auxiliary Memory Stabilisation Scheme for Human Motion Prediction	267
IEEE Transactions on Pattern Analysis and Machine Intelligence Publication Information	266
DPODv2: Dense Correspondence-Based 6 DoF Pose Estimation	262
Multiview Unsupervised Shapelet Learning for Multivariate Time Series Clustering	261
DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation	260
PyMAF-X: Towards Well-Aligned Full-Body Model Regression From Monocular Images	252
Learning an Invariant and Equivariant Network for Weakly Supervised Object Detection	247
Continual Image Deraining With Hypergraph Convolutional Networks	244
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering	239
A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis	238
Instance Shadow Detection with A Single-Stage Detector	231
On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective	218
Adaptive Region-Specific Loss for Improved Medical Image Segmentation	214
Transformer-Based Visual Segmentation: A Survey	209
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation	209
UniMiSS+: Universal Medical Self-Supervised Learning From Cross-Dimensional Unpaired Data	206
Robust Multi-View Clustering With Incomplete Information	202
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-Step Point Moving Paths	196
Wavelet Approximation-Aware Residual Network for Single Image Deraining	194
CAS(ME)<sup>3</sup>: A Third Generation Facial Spontaneous Micro-Expression Database with Depth Information and High Ecological Validity	192
Unsupervised Grouped Axial Data Modeling via Hierarchical Bayesian Nonparametric Models With Watson Distributions	187
Deep Learning Methods for Calibrated Photometric Stereo and Beyond	184
BadLabel: A Robust Perspective on Evaluating and Enhancing Label-Noise Learning	184
Fully Sparse Fusion for 3D Object Detection	182
DVIS++: Improved Decoupled Framework for Universal Video Segmentation	178
Systematic Bias of Machine Learning Regression Models and Correction	177
Impact of Noisy Supervision in Foundation Model Learning	174

S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation	174
Publications Seek 2023 Editors in Chief	172
[Back cover - Table of contents, continued]	172
Cover	169
[Back cover]	167
Cover	166
Cover	165
Table of Contents	163
Front Cover	161
IEEE Quantum Week	161
Cover 4 [Table of Contents]	160
Cover 2	159
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning	158
Learning to Follow and Generate Instructions for Language-Capable Navigation	157
Locating and Counting Heads in Crowds With a Depth Prior	157
Fast and Informative Model Selection Using Learning Curve Cross-Validation	156
Detecting Line Segments in Motion-Blurred Images With Events	155
From NeRFLiX to NeRFLiX++: A General NeRF-Agnostic Restorer Paradigm	154
Extraction of an Explanatory Graph to Interpret a CNN	154
Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation	153
Continuous-Time Object Segmentation Using High Temporal Resolution Event Camera	152
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion	151
Learning Without Forgetting for Vision-Language Models	151
Intelligent Bionic Polarization Orientation Method Using Biological Neuron Model for Harsh Conditions	151
Equivariant Diffusion Model with A5-Group Neurons for Joint Pose Estimation and Shape Reconstruction	151
MB-RACS: Measurement-Bounds-based Rate-Adaptive Image Compressed Sensing Network	147
BEVHeight++: Toward Robust Visual Centric 3D Object Detection	146
Active Supervised Cross-Modal Retrieval	145
Fourier-Based and Rational Graph Filters for Spectral Processing	141
SimSwap++: Towards Faster and High-Quality Identity Swapping	140
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation	140
Towards Accurate and Compact Architectures via Neural Architecture Transformer	139
RayMVSNet++: Learning Ray-Based 1D Implicit Fields for Accurate Multi-View Stereo	138
Hunter: Exploring High-Order Consistency for Point Cloud Registration With Severe Outliers	137
Multi-Task Head Pose Estimation in-the-Wild	136
Context Disentangling and Prototype Inheriting for Robust Visual Grounding	131
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning	130
One-Hot Graph Encoder Embedding	130
SibNet: Sibling Convolutional Encoder for Video Captioning	128
Incomplete Label Multiple Instance Multiple Label Learning	128
Towards Age-Invariant Face Recognition	127
DSGN++: Exploiting Visual-Spatial Relation for Stereo-Based 3D Detectors	126
PLMP – Point-Line Minimal Problems in Complete Multi-View Visibility	125
Booster: A Benchmark for Depth From Images of Specular and Transparent Surfaces	122
Simple Primitives With Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-Shot Learning	122
On Exploring Multiplicity of Primitives and Attributes for Texture Recognition in the Wild	122
Boosting Photon-Efficient Image Reconstruction with A Unified Deep Neural Network	121
A Deterministic Approximation to Neural SDEs	120
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds	120
BiFuse++: Self-Supervised and Efficient Bi-Projection Fusion for $360^{\circ }$ Depth Estimation	119
Node-Oriented Spectral Filtering for Graph Neural Networks	118
Deep Image Matting With Sparse User Interactions	116
MPS-NeRF: Generalizable 3D Human Rendering From Multiview Images	113
Importance Weighted Structure Learning for Scene Graph Generation	113
Parameterized Hamiltonian Learning With Quantum Circuit	111
Learning Optical Flow and Scene Flow With Bidirectional Camera-LiDAR Fusion	111
Searching a High Performance Feature Extractor for Text Recognition Network	110
Revisiting Computer-Aided Tuberculosis Diagnosis	109
PFENet++: Boosting Few-Shot Semantic Segmentation With the Noise-Filtered Context-Aware Prior Mask	109
Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal Processing	108
Self-Training Boosted Multi-Factor Matching Network for Composed Image Retrieval	108
Learning Dynamic Scene-Conditioned 3D Object Detectors	108
X2-VLM: All-in-One Pre-Trained Model for Vision-Language Tasks	108
ZJUT-EIFD: A Synchronously Collected External and Internal Fingerprint Database	108
Fast Graph Generation via Spectral Diffusion	107
Understanding and Accelerating Neural Architecture Search With Training-Free and Theory-Grounded Metrics	107
Sheared Epipolar Focus Spectrum for Dense Light Field Reconstruction	107
Realize Generative Yet Complete Latent Representation for Incomplete Multi-View Learning	106
Adaptive Cross-Modal Transferable Adversarial Attacks From Images to Videos	105
AnyFace++: A Unified Framework for Free-style Text-to-Face Synthesis and Manipulation	105
Semi-Infinitely Constrained Markov Decision Processes and Provably Efficient Reinforcement Learning	104
Learning Bilateral Cost Volume for Rolling Shutter Temporal Super-Resolution	102
Incomplete Gamma Kernels: Generalizing Locally Optimal Projection Operators	102
Graph Transformer GANs With Graph Masked Modeling for Architectural Layout Generation	101
Face Generation and Editing With StyleGAN: A Survey	101
Stereo Image Restoration via Attention-Guided Correspondence Learning	100
B-Cos Alignment for Inherently Interpretable CNNs and Vision Transformers	99
ASP: Learn a Universal Neural Solver!	99
Unsupervised Test-Time Adaptation Learning for Effective Hyperspectral Image Super-Resolution With Unknown Degeneration	98
Evidential Multi-Source-Free Unsupervised Domain Adaptation	98

Adaptive Perturbation for Adversarial Attack	97
Deep Variational Network Toward Blind Image Restoration	97
Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification	96
Sequential Point Clouds: A Survey	95
CrossHomo: Cross-Modality and Cross-Resolution Homography Estimation	95
A Semantic and Motion-Aware Spatiotemporal Transformer Network for Action Detection	95
Global Instance Tracking: Locating Target More Like Humans	94
Single Day Outdoor Photometric Stereo	94
Recent Advances in Optimal Transport for Machine Learning	94
Few-Shot Partial Multi-View Learning	94
Erratum to “Deep Back-Projection Networks for Single Image Super-Resolution”	93
NVDS+: Towards Efficient and Versatile Neural Stabilizer for Video Depth Estimation	92
Sensing Diversity and Sparsity Models for Event Generation and Video Reconstruction from Events	92
Relationship-Embedded Representation Learning for Grounding Referring Expressions	92
Perceptual Texture Similarity Estimation: An Evaluation of Computational Features	92
Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection	91
Estimating Information Theoretic Measures via Multidimensional Gaussianization	91
Generalized Face Liveness Detection via De-Fake Face Generator	90
PWLU: Learning Specialized Activation Functions With the Piecewise Linear Unit	90
Bilinear Scoring Function Search for Knowledge Graph Learning	90
Cyclic Differentiable Architecture Search	89
Saliency as Pseudo-Pixel Supervision for Weakly and Semi-Supervised Semantic Segmentation	89
Few-Shot Multi-Agent Perception With Ranking-Based Feature Learning	88
PATNAS: A Path-Based Training-Free Neural Architecture Search	88
Rainbow UDA: Combining Domain Adaptive Models for Semantic Segmentation Tasks	86
NAS-PED: Neural Architecture Search for Pedestrian Detection	85
Model Study of Transient Imaging With Multi-Frequency Time-of-Flight Sensors	84
Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification	84
Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method	84
PointGLR: Unsupervised Structural Representation Learning of 3D Point Clouds	83
IBCS: Learning Information Bottleneck-Constrained Denoised Causal Subgraph for Graph Classification	83
Unsupervised Global and Local Homography Estimation With Coplanarity-Aware GAN	83
Self-Supervised Arbitrary-Scale Implicit Point Clouds Upsampling	83
Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic Segmentation	82
Multiview Feature Selection for Single-View Classification	81
A Review of Deep Learning for Video Captioning	80
Towards a Complete 3D Morphable Model of the Human Head	80
Heterogeneous Few-Shot Model Rectification With Semantic Mapping	80
Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach	80
Recovering 3D Human Mesh From Monocular Images: A Survey	79
Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems	79
Diagnosing and Preventing Instabilities in Recurrent Video Processing	79
Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action Localization	79
Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning	78
The Group Loss++: A Deeper Look Into Group Loss for Deep Metric Learning	78
Multiscale Dynamic Graph Representation for Biometric Recognition With Occlusions	78
Cross-Lingual Universal Dependency Parsing Only From One Monolingual Treebank	78
Object Affinity Learning: Towards Annotation-Free Instance Segmentation	77
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation	77
Toyota Smarthome Untrimmed: Real-World Untrimmed Videos for Activity Detection	76
Maximum Block Energy Guided Robust Subspace Clustering	76
Emotional Attention: From Eye Tracking to Computational Modeling	76
Bridging the Gap Between Computational Photography and Visual Recognition	76
Modeling Noisy Annotations for Point-Wise Supervision	75
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study	75
Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching	75
You Only Train Once: Learning General and Distinctive 3D Local Descriptors	74
Exploring Simple and Transferable Recognition-Aware Image Processing	73
Deep Generative Mixture Model for Robust Imbalance Classification	73
End-to-End One-Shot Human Parsing	73
Extended : Learning with Mixed Closed-set and Open-set Noisy Labels	72
An Asynchronous Linear Filter Architecture for Hybrid Event-Frame Cameras	72
Second-Order Unsupervised Feature Selection via Knowledge Contrastive Distillation	72
Logarithmic Schatten-p Norm Minimization for Tensorial Multi-view Subspace Clustering	72
Superadditivity and Convex Optimization for Globally Optimal Cell Segmentation Using Deformable Shape Models	72
Circular Silhouette and a Fast Algorithm	72
Discrete and Balanced Spectral Clustering With Scalability	71
Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation	71
Interactive NeRF Geometry Editing With Shape Priors	70
Contextualizing Meta-Learning via Learning to Decompose	70
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models	70
Generative Text Convolutional Neural Network for Hierarchical Document Representation Learning	69
Light Field Neural Rendering	69
Towards a Deeper Understanding of Global Covariance Pooling in Deep Learning: An Optimization Perspective	69
Deep Scene Flow Learning: From 2D Images to 3D Point Clouds	69
Large-Scale Object Detection in the Wild With Imbalanced Data Distribution, and Multi-Labels	68
Debiased Scene Graph Generation for Dual Imbalance Learning	68
Adaptive Subgraph Neural Network with Reinforced Critical Structure Mining	68
EM-Driven Unsupervised Learning for Efficient Motion Segmentation	68
Content-Aware Warping for View Synthesis	68
DebSDF: Delving Into the Details and Bias of Neural Indoor Scene Reconstruction	68
How to Query an Oracle? Efficient Strategies to Label Data	67
Rebuttal to “Comments on ‘Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features’ ”	67
Markov Progressive Framework, a Universal Paradigm for Modeling Long Videos	67
A Visual Approach to Measure Cloth-Body and Cloth-Cloth Friction	67
Attention-Guided Low-Rank Tensor Completion	67
Fast Learning of Signed Distance Functions From Noisy Point Clouds via Noise to Noise Mapping	67
Inductive State-Relabeling Adversarial Active Learning With Heuristic Clique Rescaling	66
U-Match: Exploring Hierarchy-Aware Local Context for Two-View Correspondence Learning	66
Learn to Predict Sets Using Feed-Forward Neural Networks	66
GAN Compression: Efficient Architectures for Interactive Conditional GANs	66
Variational Nested Dropout	66
GCP: Graph Encoder With Content-Planning for Sentence Generation From Knowledge Bases	66
CO-Net++: A Cohesive Network for Multiple Point Cloud Tasks at Once With Two-Stage Feature Rectification	66
Attention in Reasoning: Dataset, Analysis, and Modeling	65