IEEE Transactions on Pattern Analysis and Machine Intelligence

Papers
(The H4-Index of IEEE Transactions on Pattern Analysis and Machine Intelligence is 130. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
Learn to Predict Sets Using Feed-Forward Neural Networks2949
DAQE: Enhancing the Quality of Compressed Images by Exploiting the Inherent Characteristic of Defocus2593
Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification1445
Modeling Noisy Annotations for Point-Wise Supervision1435
Cover1358
[Back cover - Table of contents, continued]1347
Front Cover1319
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference1237
Principal Uncertainty Quantification With Spatial Correlation for Image Restoration Problems1234
One-for-All: Towards Universal Domain Translation With a Single StyleGAN1008
Deep Non-Rigid Structure From Motion With Missing Data936
Enhancing Representations Through Heterogeneous Self-Supervised Learning864
Quadratic Matrix Factorization With Applications to Manifold Learning693
A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method for Efficient Optimization and Generalization673
Interactive NeRF Geometry Editing With Shape Priors617
S-NeRF++: Autonomous Driving Simulation via Neural Reconstruction and Generation588
Learning Graph Convolutional Networks for Multi-Label Recognition and Applications563
A Clustering Validity Index with Multi-Granularity Fusion for Multiple Fuzzy Clustering Algorithms514
Instance Shadow Detection with A Single-Stage Detector503
ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks490
Event-based Photometric Bundle Adjustment489
Weakly Supervised Semantic Segmentation via Box-Driven Masking and Filling Rate Shifting460
Invariant Policy Learning: A Causal Perspective452
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality Models441
VATr++: Choose Your Words Wisely for Handwritten Text Generation435
Learning With Style: Continual Semantic Segmentation Across Tasks and Domains423
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach411
Active Supervised Cross-Modal Retrieval410
On the Trade-off between Flatness and Optimization in Distributed Learning398
OPAL: Occlusion Pattern Aware Loss for Unsupervised Light Field Disparity Estimation397
Multi-Dataset, Multitask Learning of Egocentric Vision Tasks394
DVIS++: Improved Decoupled Framework for Universal Video Segmentation387
Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration380
Towards Accurate and Compact Architectures via Neural Architecture Transformer377
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation373
Centerless Clustering368
Separable Spatial-Temporal Residual Graph for Cloth-Changing Group Re-Identification365
A Comprehensive and Modularized Statistical Framework for Gradient Norm Equality in Deep Neural Networks356
Learning to Guide a Saturation-Based Theorem Prover347
Face Generation and Editing With StyleGAN: A Survey328
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures324
Video Demoireing using Focused-Defocused Dual-Camera System313
BiBBDM: Bidirectional Image Translation with Brownian Bridge Diffusion Models313
A Generative Model for Generic Light Field Reconstruction312
Optimization-Based Post-Training Quantization With Bit-Split and Stitching312
A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation312
Digging Into Uncertainty-Based Pseudo-Label for Robust Stereo Matching307
Locating and Counting Heads in Crowds With a Depth Prior305
Learning Signed Hyper Surfaces for Oriented Point Cloud Normal Estimation302
Towards Unified Deep Image Deraining: A Survey and a New Benchmark297
Self-Supervised Skeleton Representation Learning via Actionlet Contrast and Reconstruct292
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution292
Point-to-Pixel Prompting for Point Cloud Analysis With Pre-Trained Image Models280
Prior Image Guided Snapshot Compressive Spectral Imaging273
Simplicial Complex Neural Networks273
Adaptive Surface Normal Constraint for Geometric Estimation From Monocular Images269
Physics-Informed Guided Disentanglement in Generative Networks263
Are Graph Convolutional Networks With Random Weights Feasible?261
Unsupervised Domain Adaptation via Discriminative Manifold Propagation253
Motion-Aware Dynamic Graph Neural Network for Video Compressive Sensing249
Probing Synergistic High-Order Interaction for Multi-Modal Image Fusion248
Omni-Training: Bridging Pre-Training and Meta-Training for Few-Shot Learning240
Symbolic Visual Reinforcement Learning: A Scalable Framework With Object-Level Abstraction and Differentiable Expression Search240
Face Forgery Detection by 3D Decomposition and Composition Search238
Transformer-Based Visual Segmentation: A Survey237
Graph Convolutional Module for Temporal Action Localization in Videos235
Detection-Friendly Dehazing: Object Detection in Real-World Hazy Scenes235
Ensemble-Enhanced Semi-Supervised Learning With Optimized Graph Construction for High-Dimensional Data221
Structure-Preserving Image Super-Resolution221
Inferring Point Cloud Quality via Graph Similarity219
Deep Long-Tailed Learning: A Survey219
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness215
Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting214
Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method207
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition206
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting201
Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks200
Affective Image Content Analysis: Two Decades Review and New Perspectives196
Fast Component Tree Computation for Images of Limited Levels192
Human-Centric Transformer for Domain Adaptive Action Recognition191
Cover187
Cover 2187
Cover186
Cover186
Table of Contents186
TPAMI Information for Authors185
IEEE Computer Society Has You Covered!185
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets184
Point Set Registration for 3D Range Scans Using Fuzzy Cluster-Based Metric and Efficient Global Optimization184
A Variational EM Acceleration for Efficient Clustering at Very Large Scales182
MoIL: Momentum Imitation Learning for Efficient Vision-Language Adaptation181
Discriminant Feature Extraction by Generalized Difference Subspace181
Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation181
MRA-Net: Improving VQA Via Multi-Modal Relation Attention Network181
SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation178
LMP-GAN: Out-of-Distribution Detection for Non-Control Data Malware Attacks177
Universal Image Segmentation with Efficiency176
On Positive-Unlabeled Classification From Corrupted Data in GANs172
RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks171
Temporal Feature Matters: A Framework for Diffusion Model Quantization170
Knowledge-Based Embodied Question Answering168
Influence Function Based Second-Order Channel Pruning: Evaluating True Loss Changes for Pruning is Possible Without Retraining168
Random Permutation Set Reasoning166
Rate-Distortion Theory in Coding for Machines and Its Applications163
Accurate and Efficient Stereo Matching via Attention Concatenation Volume158
Image-to-Image Translation With Disentangled Latent Vectors for Face Editing158
Deep Learning for Face Anti-Spoofing: A Survey157
PathNet: Path-Selective Point Cloud Denoising156
InstructLayout: Instruction-Driven 2D and 3D Layout Synthesis with Semantic Graph Prior155
From Simple to Complex Scenes: Learning Robust Feature Representations for Accurate Human Parsing153
Out-of-Domain Generalization From a Single Source: An Uncertainty Quantification Approach152
Robust Multimodal Learning With Missing Modalities via Parameter-Efficient Adaptation150
Hypergraph-Based Multi-View Action Recognition Using Event Cameras148
Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification145
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond144
Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning142
Variational Data-Free Knowledge Distillation for Continual Learning142
Curriculum-Based Asymmetric Multi-Task Reinforcement Learning141
Power Normalizations in Fine-Grained Image, Few-Shot Image and Graph Classification137
BNET: Batch Normalization With Enhanced Linear Transformation137
SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid 3D Registration137
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey136
Reduced-Rank Tensor-on-Tensor Regression and Tensor-Variate Analysis of Variance136
GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector135
Correcting Optical Aberration via Depth-Aware Point Spread Functions135
Learning to See Through With Events133
Learning From Partially Labeled Data for Multi-Organ and Tumor Segmentation132
VNVC: A Versatile Neural Video Coding Framework for Efficient Human-Machine Vision132
AutoNovel: Automatically Discovering and Learning Novel Visual Categories132
HiGCIN: Hierarchical Graph-Based Cross Inference Network for Group Activity Recognition131
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