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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66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation CVPR 2021 CMTA: COVID-19 Misinformation Multilingual Analysis on Twitter ACL 2021 CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021 Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021 Coarsely-Labeled Data for Better Few-Shot Transfer ICCV 2021 Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots NAACL 2021 COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion ACL 2021 Cold-start Sequential Recommendation via Meta Learner AAAI 2021 Collaborative Classification from Noisy Labels AISTATS 2021 Collaborative Novelty Detection for Distributed Data by a Probabilistic Method ACML 2021 Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation ICCV 2021 Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL 2021 Combining semantic search and twin product classification for recognition of purchasable items in voice shopping ACL 2021 Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021 CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model ACL 2021 Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning ACL 2021 Commonsense Knowledge Augmentation for Low-Resource Languages via Adversarial Learning AAAI 2021 Communication-Aware Collaborative Learning AAAI 2021 Communication-Efficient Agnostic Federated Averaging Interspeech 2021 Communication-efficient and Scalable Decentralized Federated Edge Learning IJCAI 2021 Comparing CTC and LFMMI for Out-of-Domain Adaptation of wav2vec 2.0 Acoustic Model Interspeech 2021 Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation AISTATS 2021 Comparison of Grammatical Error Correction Using Back-Translation Models NAACL 2021 Competence-based Curriculum Learning for Multilingual Machine Translation EMNLP 2021 Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021