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

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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)

Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient ICLR 2023 Omnidirectional Information Gathering for Knowledge Transfer-Based Audio-Visual Navigation ICCV 2023 Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning EMNLP 2023 On Computing Pairwise Statistics with Local Differential Privacy NeurIPS 2023 On Conditional and Compositional Language Model Differentiable Prompting IJCAI 2023 On Dataset Transferability in Active Learning for Transformers ACL 2023 One Fits All: Power General Time Series Analysis by Pretrained LM NeurIPS 2023 One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023 One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER IJCAI 2023 One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ACL 2023 One-Pass Distribution Sketch for Measuring Data Heterogeneity in Federated Learning NeurIPS 2023 One Policy to Dress Them All: Learning to Dress People with Diverse Poses and Garments RSS 2023 One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text WACV 2023 One-Shot Federated Conformal Prediction ICML 2023 One-Shot Generative Domain Adaptation ICCV 2023 One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill ICML 2023 One-Shot Imitation Learning: A Pose Estimation Perspective CoRL 2023 One-shot Imitation Learning via Interaction Warping CoRL 2023 One Transformer Can Understand Both 2D & 3D Molecular Data ICLR 2023 On Experiments of Detecting Persuasion Techniques in Polish and Russian Online News: Preliminary Study EACL 2023 On Learning Latent Models with Multi-Instance Weak Supervision NeurIPS 2023 Online Clustering of Bandits with Misspecified User Models NeurIPS 2023 Online Constrained Meta-Learning: Provable Guarantees for Generalization NeurIPS 2023 Online Continual Learning in Keyword Spotting for Low-Resource Devices via Pooling High-Order Temporal Statistics Interspeech 2023 Online Control for Meta-optimization NeurIPS 2023