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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12

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14

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Distinguishability Calibration to In-Context Learning EACL 2023 Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations ACL 2023 Distributed Offline Policy Optimization Over Batch Data AISTATS 2023 Distribution-Aware Prompt Tuning for Vision-Language Models ICCV 2023 DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer EACL 2023 Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning ICCV 2023 Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation ICML 2023 Divide and Adapt: Active Domain Adaptation via Customized Learning CVPR 2023 Divide-and-Conquer Fusion JMLR 2023 Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking ACL 2023 DM²: Decentralized Multi-Agent Reinforcement Learning via Distribution Matching AAAI 2023 DN at SemEval-2023 Task 12: Low-Resource Language Text Classification via Multilingual Pretrained Language Model Fine-tuning SemEval 2023 DoCoFL: Downlink Compression for Cross-Device Federated Learning ICML 2023 DocPrompting: Generating Code by Retrieving the Docs ICLR 2023 DocumentNet: Bridging the Data Gap in Document Pre-training EMNLP 2023 Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models ACL 2023 Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages EACL 2023 Does Zero-Shot Reinforcement Learning Exist? ICLR 2023 Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions ACL 2023 Do Language Models Have a Common Sense regarding Time? Revisiting Temporal Commonsense Reasoning in the Era of Large Language Models EMNLP 2023 Domain Adaptation for Conversational Query Production with the RAG Model Feedback EMNLP 2023 Domain Adaptation for Speech Enhancement in a Large Domain Gap Interspeech 2023 Domain Adaptation for Time Series Under Feature and Label Shifts ICML 2023 Domain adaptation using optimal transport for invariant learning using histopathology datasets MIDL 2023 Domain Adaptation using Silver Standard Masks for Lateral Ventricle Segmentation in FLAIR MRI MIDL 2023