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)

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66

53

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103

206

482

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1,124

1,566

1,867

2,410

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Papers (including subtopics)

Does Typological Blinding Impede Cross-Lingual Sharing? EACL 2021 Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021 Domain Adaptation Using System Invariant Dynamics Models L4DC 2021 Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NeurIPS 2021 Domain-Adaptive Few-Shot Learning WACV 2021 Domain General Face Forgery Detection by Learning to Weight AAAI 2021 Domain Invariant Representation Learning with Domain Density Transformations NeurIPS 2021 Domain-Robust Visual Imitation Learning with Mutual Information Constraints ICLR 2021 Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings EMNLP 2021 Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning Interspeech 2021 Doubly non-central beta matrix factorization for DNA methylation data UAI 2021 DReCa: A General Task Augmentation Strategy for Few-Shot Natural Language Inference NAACL 2021 DRIVE: One-bit Distributed Mean Estimation NeurIPS 2021 DrNAS: Dirichlet Neural Architecture Search ICLR 2021 Dual Progressive Prototype Network for Generalized Zero-Shot Learning NeurIPS 2021 Dual Transfer Learning for Event-Based End-Task Prediction via Pluggable Event to Image Translation ICCV 2021 DuluthNLP at SemEval-2021 Task 7: Fine-Tuning RoBERTa Model for Humor Detection and Offense Rating SemEval 2021 DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation EMNLP 2021 Dynabench: Rethinking Benchmarking in NLP NAACL 2021 Dynamic Contextualized Word Embeddings ACL 2021 Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data NeurIPS 2021 Dynamic Domain Adaptation for Efficient Inference CVPR 2021 Dynamic population-based meta-learning for multi-agent communication with natural language NeurIPS 2021 Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions MLHC 2021 Dynamic Transfer for Multi-Source Domain Adaptation CVPR 2021