conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention CVPR 2020 Fine-Grained Machine Teaching with Attention Modeling AAAI 2020 Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020 Fine-Tuning MT systems for Robustness to Second-Language Speaker Variations EMNLP 2020 FIRM: An Intelligent Fine-grained Resource Management Framework for SLO-Oriented Microservices OSDI 2020 Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization COLING 2020 Food and Liquid Sensing in Practical Environments using RFIDs NSDI 2020 Fourier movement primitives: an approach for learning rhythmic robot skills from demonstrations RSS 2020 From Local SGD to Local Fixed-Point Methods for Federated Learning ICML 2020 From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint Interspeech 2020 From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees OSDI 2020 Frugal Paradigm Completion ACL 2020 Frustratingly Simple Few-Shot Object Detection ICML 2020 GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning JMLR 2020 Gaussian Gated Linear Networks NeurIPS 2020 Gender-Aware Reinflection using Linguistically Enhanced Neural Models COLING 2020 Generalization Guarantees for Imitation Learning CoRL 2020 Generalization to New Actions in Reinforcement Learning ICML 2020 Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials AAAI 2020 Generalized Hindsight for Reinforcement Learning NeurIPS 2020 Generalized Zero-Shot Learning via Over-Complete Distribution CVPR 2020 Generalized Zero-Shot Text Classification for ICD Coding IJCAI 2020 General Transportability of Soft Interventions: Completeness Results NeurIPS 2020 Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks MIDL 2020 Generative Models for Effective ML on Private, Decentralized Datasets ICLR 2020