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Representation Learning: A Review and New Perspectives

IEEE transactions on pattern analysis and machine intelligence, 2013-08, Vol.35 (8), p.1798-1828

2013

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IEEE_Xplore

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

IEEE transactions on pattern analysis and machine intelligence, 2019-08, Vol.41 (8), p.1979-1993

2019

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IEEE_Xplore

Places: A 10 Million Image Database for Scene Recognition

IEEE transactions on pattern analysis and machine intelligence, 2018-06, Vol.40 (6), p.1452-1464

2018

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IEEE_Xplore

Deep High-Resolution Representation Learning for Visual Recognition

IEEE transactions on pattern analysis and machine intelligence, 2021-10, Vol.43 (10), p.3349-3364

2021

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IEEE_Xplore

Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks

IEEE transactions on pattern analysis and machine intelligence, 2022-06, Vol.44 (6), p.3048-3068

2022

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IEEE_Xplore

Deep Learning for Person Re-Identification: A Survey and Outlook

IEEE transactions on pattern analysis and machine intelligence, 2022-06, Vol.44 (6), p.2872-2893

2022

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IEEE_Xplore

A Style-Based Generator Architecture for Generative Adversarial Networks

IEEE transactions on pattern analysis and machine intelligence, 2021-12, Vol.43 (12), p.4217-4228

2021

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IEEE_Xplore

Fully Convolutional Networks for Semantic Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2017-04, Vol.39 (4), p.640-651

2017

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IEEE_Xplore

NetVLAD: CNN Architecture for Weakly Supervised Place Recognition

IEEE transactions on pattern analysis and machine intelligence, 2018-06, Vol.40 (6), p.1437-1451

2018

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IEEE_Xplore

Deep Learning for 3D Point Clouds: A Survey

IEEE transactions on pattern analysis and machine intelligence, 2021-12, Vol.43 (12), p.4338-4364

2021

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IEEE_Xplore

A Continual Learning Survey: Defying Forgetting in Classification Tasks

IEEE transactions on pattern analysis and machine intelligence, 2022-07, Vol.44 (7), p.3366-3385

2022

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IEEE_Xplore

Cascade R-CNN: High Quality Object Detection and Instance Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2021-05, Vol.43 (5), p.1483-1498

2021

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IEEE_Xplore

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

IEEE transactions on pattern analysis and machine intelligence, 2017-12, Vol.39 (12), p.2481-2495

2017

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Multimodal Machine Learning: A Survey and Taxonomy

IEEE transactions on pattern analysis and machine intelligence, 2019-02, Vol.41 (2), p.423-443

2019

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IEEE_Xplore

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer

IEEE transactions on pattern analysis and machine intelligence, 2022-03, Vol.44 (3), p.1623-1637

2022

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Zero-Shot Learning-A Comprehensive Evaluation of the Good, the Bad and the Ugly

IEEE transactions on pattern analysis and machine intelligence, 2019-09, Vol.41 (9), p.2251-2265

2019

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IEEE_Xplore

ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning

IEEE transactions on pattern analysis and machine intelligence, 2022-10, Vol.44 (10), p.7112-7127

2022

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Salient Object Detection in the Deep Learning Era: An In-Depth Survey

IEEE transactions on pattern analysis and machine intelligence, 2022-06, Vol.44 (6), p.3239-3259

2022

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IEEE_Xplore

Hierarchical Deep Click Feature Prediction for Fine-Grained Image Recognition

IEEE transactions on pattern analysis and machine intelligence, 2022-02, Vol.44 (2), p.563-578

2022

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IEEE_Xplore

Normalizing Flows: An Introduction and Review of Current Methods

IEEE transactions on pattern analysis and machine intelligence, 2021-11, Vol.43 (11), p.3964-3979

2021

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IEEE_Xplore

Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks

IEEE transactions on pattern analysis and machine intelligence, 2023-05, Vol.45 (5), p.1-13

2023

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IEEE_Xplore

Temporal Segment Networks for Action Recognition in Videos

IEEE transactions on pattern analysis and machine intelligence, 2019-11, Vol.41 (11), p.2740-2755

2019

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IEEE_Xplore

Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking

IEEE transactions on pattern analysis and machine intelligence, 2021-05, Vol.43 (5), p.1515-1529

2021

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IEEE_Xplore

Long-Term Temporal Convolutions for Action Recognition

IEEE transactions on pattern analysis and machine intelligence, 2018-06, Vol.40 (6), p.1510-1517

2018

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IEEE_Xplore

A Review of Domain Adaptation without Target Labels

IEEE transactions on pattern analysis and machine intelligence, 2021-03, Vol.43 (3), p.766-785

2021

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IEEE_Xplore

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Representation Learning: A Review and New Perspectives

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

Places: A 10 Million Image Database for Scene Recognition

Deep High-Resolution Representation Learning for Visual Recognition

Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks

Deep Learning for Person Re-Identification: A Survey and Outlook

A Style-Based Generator Architecture for Generative Adversarial Networks

Fully Convolutional Networks for Semantic Segmentation

NetVLAD: CNN Architecture for Weakly Supervised Place Recognition

Deep Learning for 3D Point Clouds: A Survey

A Continual Learning Survey: Defying Forgetting in Classification Tasks

Cascade R-CNN: High Quality Object Detection and Instance Segmentation

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

Multimodal Machine Learning: A Survey and Taxonomy

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset Transfer

Zero-Shot Learning-A Comprehensive Evaluation of the Good, the Bad and the Ugly

ProtTrans: Toward Understanding the Language of Life Through Self-Supervised Learning

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

Hierarchical Deep Click Feature Prediction for Fine-Grained Image Recognition

Normalizing Flows: An Introduction and Review of Current Methods

Beyond Self-Attention: External Attention Using Two Linear Layers for Visual Tasks

Temporal Segment Networks for Action Recognition in Videos

Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking

Long-Term Temporal Convolutions for Action Recognition

A Review of Domain Adaptation without Target Labels

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