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

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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)

Dynamic Weighted Learning for Unsupervised Domain Adaptation CVPR 2021 E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition Interspeech 2021 ECAPA-TDNN Embeddings for Speaker Diarization Interspeech 2021 ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning CVPR 2021 Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ACL 2021 EDIOne@LT-EDI-EACL2021: Pre-trained Transformers with Convolutional Neural Networks for Hope Speech Detection. EACL 2021 Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021 Effectively Leveraging Attributes for Visual Similarity ICCV 2021 Effective Meta-Regularization by Kernelized Proximal Regularization NeurIPS 2021 Effectiveness of Arbitrary Transfer Sets for Data-Free Knowledge Distillation WACV 2021 Effectiveness of Pre-training for Few-shot Intent Classification EMNLP 2021 Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection EACL 2021 Efficient Continual Learning with Modular Networks and Task-Driven Priors ICLR 2021 Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021 Efficient Learning of Discrete-Continuous Computation Graphs NeurIPS 2021 Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP 2021 Elaborative Rehearsal for Zero-Shot Action Recognition ICCV 2021 El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing EACL 2021 Emergent Social Learning via Multi-agent Reinforcement Learning ICML 2021 Emotional RobBERT and Insensitive BERTje: Combining Transformers and Affect Lexica for Dutch Emotion Detection EACL 2021 Emotion Recognition from Speech Using wav2vec 2.0 Embeddings Interspeech 2021 Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality NAACL 2021 Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators ACL 2021 End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs EMNLP 2021 End-to-End Lexically Constrained Machine Translation for Morphologically Rich Languages ACL 2021