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)

CPRAL: Collaborative Panoptic-Regional Active Learning for Semantic Segmentation AAAI 2022 Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning AAAI 2022 CROP: Zero-shot Cross-lingual Named Entity Recognition with Multilingual Labeled Sequence Translation EMNLP 2022 CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding ACL 2022 Cross-domain adaptive transfer reinforcement learning based on state-action correspondence UAI 2022 Cross-domain Analysis on Japanese Legal Pretrained Language Models AACL 2022 Cross-Domain Few-Shot Graph Classification AAAI 2022 Cross-Domain Few-Shot Learning With Task-Specific Adapters CVPR 2022 Cross-domain Generalization for AMR Parsing EMNLP 2022 Cross-domain Named Entity Recognition via Graph Matching ACL 2022 Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022 Cross-Domain Transfer via Semantic Skill Imitation CoRL 2022 Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure ACL 2022 Cross-Lingual Adversarial Domain Adaptation for Novice Programming AAAI 2022 Cross-lingual Few-Shot Learning on Unseen Languages AACL 2022 Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation EMNLP 2022 Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation AACL 2022 Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic NAACL 2022 Cross-lingual transfer for low-resource Arabic language understanding EMNLP 2022 Cross-Lingual Transfer Learning Approach to Phoneme Error Detection via Latent Phonetic Representation Interspeech 2022 Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations ICLR 2022 CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization ICLR 2022 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning AAAI 2022 Cross-modal Learning for Image-Guided Point Cloud Shape Completion NeurIPS 2022