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

24

14

20

29

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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

'5

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Papers (including subtopics)

Structured Federated Learning through Clustered Additive Modeling NeurIPS 2023 Structured State Space Models for In-Context Reinforcement Learning NeurIPS 2023 Structure-Encoding Auxiliary Tasks for Improved Visual Representation in Vision-and-Language Navigation WACV 2023 Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023 STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables ICLR 2023 StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning CVPR 2023 StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields CVPR 2023 SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP 2023 SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023 Superlim: A Swedish Language Understanding Evaluation Benchmark EMNLP 2023 Supervised Pretraining Can Learn In-Context Reinforcement Learning NeurIPS 2023 Surgical Fine-Tuning Improves Adaptation to Distribution Shifts ICLR 2023 Surrogate Model Extension (SME): A Fast and Accurate Weight Update Attack on Federated Learning ICML 2023 Survey on Online Streaming Continual Learning IJCAI 2023 SuS-X: Training-Free Name-Only Transfer of Vision-Language Models ICCV 2023 SUT at SemEval-2023 Task 1: Prompt Generation for Visual Word Sense Disambiguation SemEval 2023 SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models NeurIPS 2023 SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication ICLR 2023 SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023 Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model Interspeech 2023 Symbolic Chain-of-Thought Distillation: Small Models Can Also “Think” Step-by-Step ACL 2023 Symbol tuning improves in-context learning in language models EMNLP 2023 Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages? CoNLL 2023 Syntax and Geometry of Information ACL 2023 Systematic Evaluation of GPT-3 for Zero-Shot Personality Estimation ACL 2023