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)

Provably Feedback-Efficient Reinforcement Learning via Active Reward Learning NeurIPS 2022 Provably Filtering Exogenous Distractors using Multistep Inverse Dynamics ICLR 2022 Provably sample-efficient RL with side information about latent dynamics NeurIPS 2022 Proximal Exploration for Model-guided Protein Sequence Design ICML 2022 ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! ICML 2022 Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization ICLR 2022 PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population EMNLP 2022 PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022 P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks ACL 2022 Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning NAACL 2022 Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference CVPR 2022 Pushing the Performance Limit of Scene Text Recognizer Without Human Annotation CVPR 2022 QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning AISTATS 2022 QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning ICML 2022 Quadapter: Adapter for GPT-2 Quantization EMNLP 2022 Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022 Question Generation Based on Grammar Knowledge and Fine-grained Classification COLING 2022 Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask ACL 2022 R2D2 at SemEval-2022 Task 6: Are language models sarcastic enough? Finetuning pre-trained language models to identify sarcasm SemEval 2022 RACE: Retrieval-augmented Commit Message Generation EMNLP 2022 Ranking Distance Calibration for Cross-Domain Few-Shot Learning CVPR 2022 Rapid Model Architecture Adaption for Meta-Learning NeurIPS 2022 RareGAN: Generating Samples for Rare Classes AAAI 2022 Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning NeurIPS 2022 RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022