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Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning

International journal of computer vision, 2021-06, Vol.129 (6), p.1930-1953

2021

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Learning to Classify With Incremental New Class

IEEE transaction on neural networks and learning systems, 2022-06, Vol.33 (6), p.2429-2443

2022

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Generalized Knowledge Distillation via Relationship Matching

IEEE transactions on pattern analysis and machine intelligence, 2023-02, Vol.45 (2), p.1817-1834

2023

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Few-Shot Learning With a Strong Teacher

IEEE transactions on pattern analysis and machine intelligence, 2024-03, Vol.46 (3), p.1425-1440

2024

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Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

IEEE transactions on pattern analysis and machine intelligence, 2023-11, Vol.45 (11), p.12816-12831

2023

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Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks

IEEE transactions on pattern analysis and machine intelligence, 2023-03, Vol.45 (3), p.3721-3737

2023

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Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach

Machine learning, 2020-03, Vol.109 (3), p.643-664

2020

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Learning Multiple Local Metrics: Global Consideration Helps

IEEE transactions on pattern analysis and machine intelligence, 2020-07, Vol.42 (7), p.1698-1712

2020

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Semi-Supervised Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport

IEEE transactions on knowledge and data engineering, 2021-02, Vol.33 (2), p.696-709

2021

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Supervised nonlinear dimensionality reduction for visualization and classification

IEEE transactions on cybernetics, 2005-12, Vol.35 (6), p.1098-1107

2005

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Generation of global 1-km daily top-of-atmosphere outgoing longwave radiation product from 2000 to 2021 using machine learning

International journal of digital earth, 2023-12, Vol.16 (1), p.2002-2012

2023

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Heterogeneous Few-Shot Model Rectification With Semantic Mapping

IEEE transactions on pattern analysis and machine intelligence, 2021-11, Vol.43 (11), p.3878-3891

2021

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Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling

IEEE transactions on knowledge and data engineering, 2023-04, Vol.35 (4), p.3575-3588

2023

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Two Zn(II) coordination polymers for highly selective detection of phenol based nitroaromatics and removal of water soluble organic dyes

Journal of solid state chemistry, 2020-09, Vol.289, p.121481, Article 121481

2020

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Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities

IEEE transactions on knowledge and data engineering, 2021-02, Vol.33 (2), p.682-695

2021

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Contextualizing Meta-Learning via Learning to Decompose

IEEE transactions on pattern analysis and machine intelligence, 2024-01, Vol.46 (1), p.117-133

2024

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What Makes Objects Similar: A Unified Multi-Metric Learning Approach

IEEE transactions on pattern analysis and machine intelligence, 2019-05, Vol.41 (5), p.1257-1270

2019

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Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network

IEEE transactions on knowledge and data engineering, 2023-01, Vol.35 (1), p.211-224

2023

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Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, p.8805-8814

2020

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Macrophage-derived microvesicles promote proliferation and migration of Schwann cell on peripheral nerve repair

Biochemical and biophysical research communications, 2015-12, Vol.468 (1-2), p.343-348

2015

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Evaluation of Five Global Top-of-Atmosphere Outgoing Longwave Radiation Products

Remote sensing (Basel, Switzerland), 2023-08, Vol.15 (15), p.3722

2023

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Diagnostic Value of a Combined Serum α-Hydroxybutyrate Dehydrogenase, Carcinoembryonic Antigen and Glycoantigen 125 Test for Early-Stage Breast Cancer

Breast cancer targets and therapy, 2023-01, Vol.15, p.617-623

2023

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A Direct Method for the Estimation of Top-of-Atmosphere Outgoing Longwave Radiation from Himawari-8/AHI Data

Remote sensing (Basel, Switzerland), 2022-11, Vol.14 (22), p.5696

2022

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Dissecting basilar artery aneurysm manifesting as sudden sensorineural hearing loss: a case report and literature review

Journal of international medical research, 2019-11, Vol.47 (11), p.5844-5848

2019

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A Novel Serial Multimodal Biometrics Framework Based on Semisupervised Learning Techniques

IEEE transactions on information forensics and security, 2014-10, Vol.9 (10), p.1681-1694

2014

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Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning

Learning to Classify With Incremental New Class

Generalized Knowledge Distillation via Relationship Matching

Few-Shot Learning With a Strong Teacher

Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks

Revisiting Unsupervised Meta-Learning via the Characteristics of Few-Shot Tasks

Few-shot learning with adaptively initialized task optimizer: a practical meta-learning approach

Learning Multiple Local Metrics: Global Consideration Helps

Semi-Supervised Multi-Modal Multi-Instance Multi-Label Deep Network with Optimal Transport

Supervised nonlinear dimensionality reduction for visualization and classification

Generation of global 1-km daily top-of-atmosphere outgoing longwave radiation product from 2000 to 2021 using machine learning

Heterogeneous Few-Shot Model Rectification With Semantic Mapping

Cost-Effective Incremental Deep Model: Matching Model Capacity With the Least Sampling

Two Zn(II) coordination polymers for highly selective detection of phenol based nitroaromatics and removal of water soluble organic dyes

Semi-Supervised Multi-Modal Clustering and Classification with Incomplete Modalities

Contextualizing Meta-Learning via Learning to Decompose

What Makes Objects Similar: A Unified Multi-Metric Learning Approach

Corporate Relative Valuation Using Heterogeneous Multi-Modal Graph Neural Network

Few-Shot Learning via Embedding Adaptation With Set-to-Set Functions

Macrophage-derived microvesicles promote proliferation and migration of Schwann cell on peripheral nerve repair

Evaluation of Five Global Top-of-Atmosphere Outgoing Longwave Radiation Products

Diagnostic Value of a Combined Serum α-Hydroxybutyrate Dehydrogenase, Carcinoembryonic Antigen and Glycoantigen 125 Test for Early-Stage Breast Cancer

A Direct Method for the Estimation of Top-of-Atmosphere Outgoing Longwave Radiation from Himawari-8/AHI Data

Dissecting basilar artery aneurysm manifesting as sudden sensorineural hearing loss: a case report and literature review

A Novel Serial Multimodal Biometrics Framework Based on Semisupervised Learning Techniques

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