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)

Black-Box Adversarial Attack with Transferable Model-based Embedding ICLR 2020 Boosting Few-Shot Learning With Adaptive Margin Loss CVPR 2020 Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020 Bootstrapping a Crosslingual Semantic Parser EMNLP 2020 Bootstrapping Techniques for Polysynthetic Morphological Analysis ACL 2020 Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning NeurIPS 2020 Brain-Mediated Transfer Learning of Convolutional Neural Networks AAAI 2020 Breaking the Communication-Privacy-Accuracy Trilemma NeurIPS 2020 Bridging Causality and Learning: How Do They Benefit from Each Other? IJCAI 2020 Bridging Linguistic Typology and Multilingual Machine Translation with Multi-View Language Representations EMNLP 2020 Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation AAAI 2020 Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS NeurIPS 2020 Byzantine Resilient Distributed Multi-Task Learning NeurIPS 2020 Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning CVPR 2020 Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning ACL 2020 CAMPs: Learning Context-Specific Abstractions for Efficient Planning in Factored MDPs CoRL 2020 Cancer Registry Information Extraction via Transfer Learning EMNLP 2020 Can Monolingual Pretrained Models Help Cross-Lingual Classification? AACL 2020 CATOTRON — A Neural Text-to-Speech System in Catalan Interspeech 2020 Causal Transfer for Imitation Learning and Decision Making under Sensor-Shift AAAI 2020 Characterization of Overlap in Observational Studies AISTATS 2020 CHARM: Inferring Personal Attributes from Conversations EMNLP 2020 Charting the Right Manifold: Manifold Mixup for Few-shot Learning WACV 2020 ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations AISTATS 2020 CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output MLHC 2020