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)

Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator IJCAI 2023 Spider GAN: Leveraging Friendly Neighbors To Accelerate GAN Training CVPR 2023 SPT: Learning to Selectively Insert Prompts for Better Prompt Tuning EMNLP 2023 SQLPrompt: In-Context Text-to-SQL with Minimal Labeled Data EMNLP 2023 SRATTA: Sample Re-ATTribution Attack of Secure Aggregation in Federated Learning. ICML 2023 SRCB at SemEval-2023 Task 1: Prompt Based and Cross-Modal Retrieval Enhanced Visual Word Sense Disambiguation SemEval 2023 SRCB at SemEval-2023 Task 2: A System of Complex Named Entity Recognition with External Knowledge SemEval 2023 SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation AAAI 2023 SSMI: Semantic Similarity and Mutual Information Maximization Based Enhancement for Chinese NER AAAI 2023 Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking EACL 2023 Stabilize to Act: Learning to Coordinate for Bimanual Manipulation CoRL 2023 StableFDG: Style and Attention Based Learning for Federated Domain Generalization NeurIPS 2023 STDLens: Model Hijacking-Resilient Federated Learning for Object Detection CVPR 2023 STEN-TTS: Improving Zero-shot Cross-Lingual Transfer for Multi-Lingual TTS with Style-Enhanced Normalization Diffusion Framework Interspeech 2023 Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023 STINMatch: Semi-Supervised Semantic-Topological Iteration Network for Financial Risk Detection via News Label Diffusion EMNLP 2023 Stochastic Graphical Bandits with Heavy-Tailed Rewards UAI 2023 Stop Pre-Training: Adapt Visual-Language Models to Unseen Languages ACL 2023 StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023 StoryWars: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation ACL 2023 Strategic Knowledge Transfer JMLR 2023 StructDiffusion: Language-Guided Creation of Physically-Valid Structures using Unseen Objects RSS 2023 Structural Re-weighting Improves Graph Domain Adaptation ICML 2023 Structured Case-Based Reasoning for Inference-Time Adaptation of Text-to-SQL Parsers AAAI 2023 Structured Cooperative Learning with Graphical Model Priors ICML 2023