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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Discriminative Particle Filter Reinforcement Learning for Complex Partial observations ICLR 2020 Discriminative Transfer Learning for Optimizing ASR and Semantic Labeling in Task-Oriented Spoken Dialog Interspeech 2020 Distilled Semantics for Comprehensive Scene Understanding from Videos CVPR 2020 Distilling Effective Supervision From Severe Label Noise CVPR 2020 Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020 Distributed, partially collapsed MCMC for Bayesian Nonparametrics AISTATS 2020 Distributed Primal-Dual Optimization for Online Multi-Task Learning AAAI 2020 Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms NeurIPS 2020 Distributionally Robust Federated Averaging NeurIPS 2020 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020 Diversity Transfer Network for Few-Shot Learning AAAI 2020 Do Adversarially Robust ImageNet Models Transfer Better? NeurIPS 2020 Document Classification for COVID-19 Literature EMNLP 2020 Domain Adaptation for Semantic Parsing IJCAI 2020 Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble EMNLP 2020 Domain Adaptation Using Class Similarity for Robust Speech Recognition Interspeech 2020 Domain Adversarial Fine-Tuning as an Effective Regularizer EMNLP 2020 Domain Aware Training for Far-Field Small-Footprint Keyword Spotting Interspeech 2020 Domain Balancing: Face Recognition on Long-Tailed Domains CVPR 2020 Domain Conditioned Adaptation Network AAAI 2020 Domain-Invariant Speaker Vector Projection by Model-Agnostic Meta-Learning Interspeech 2020 Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding CoNLL 2020 Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks ACL 2020 Don’t Use English Dev: On the Zero-Shot Cross-Lingual Evaluation of Contextual Embeddings EMNLP 2020 DoQA - Accessing Domain-Specific FAQs via Conversational QA ACL 2020