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

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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)

Recall-Oriented Continual Learning with Generative Adversarial Meta-Model AAAI 2024 Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction IJCAI 2024 Recent Advancements in Inverse Reinforcement Learning AAAI 2024 Recognition of Unseen Bird Species by Learning From Field Guides WACV 2024 Recognizing Value Resonance with Resonance-Tuned RoBERTa Task Definition, Experimental Validation, and Robust Modeling COLING 2024 Recommending Missed Citations Identified by Reviewers: A New Task, Dataset and Baselines COLING 2024 ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024 Reconfigurability-Aware Selection for Contrastive Active Domain Adaptation IJCAI 2024 Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows IJCAI 2024 Redefining Contributions: Shapley-Driven Federated Learning IJCAI 2024 Reduce, Reuse, Recycle: Is Perturbed Data Better than Other Language Augmentation for Low Resource Self-Supervised Speech Models Interspeech 2024 ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution NeurIPS 2024 Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NeurIPS 2024 Referring Expression Counting CVPR 2024 Refining Idioms Semantics Comprehension via Contrastive Learning and Cross-Attention COLING 2024 ReflectSumm: A Benchmark for Course Reflection Summarization COLING 2024 Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning IJCAI 2024 ReGAL: Refactoring Programs to Discover Generalizable Abstractions ICML 2024 Reinforcement Symbolic Regression Machine ICLR 2024 Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ACL 2024 Relationship Prompt Learning is Enough for Open-Vocabulary Semantic Segmentation NeurIPS 2024 Relaxed Contrastive Learning for Federated Learning CVPR 2024 Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024 Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation AAAI 2024 ReMAP: Neural Model Reprogramming with Network Inversion and Retrieval-Augmented Mapping for Adaptive Motion Forecasting NeurIPS 2024