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

4

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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'25

Papers (including subtopics)

A Weak Supervised Transfer Learning Approach for Sentiment Analysis to the Kuwaiti Dialect EMNLP 2022 Backdoor Defense via Decoupling the Training Process ICLR 2022 Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation NeurIPS 2022 Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022 Balanced and Hierarchical Relation Learning for One-Shot Object Detection CVPR 2022 BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule CVPR 2022 Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization NeurIPS 2022 BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset AACL 2022 Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NeurIPS 2022 BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022 BayesAdapter: Being Bayesian, Inexpensively and Reliably, via Bayesian Fine-tuning ACML 2022 Bayesian federated estimation of causal effects from observational data UAI 2022 Bayesian Framework for Gradient Leakage ICLR 2022 Bayesian Generational Population-Based Training AutoML 2022 Bayesian Imitation Learning for End-to-End Mobile Manipulation ICML 2022 Bayesian Model Selection, the Marginal Likelihood, and Generalization ICML 2022 Bayesian Optimization under Stochastic Delayed Feedback ICML 2022 BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022 b-DARTS: Beta-Decay Regularization for Differentiable Architecture Search CVPR 2022 BEER: Fast $O(1/T)$ Rate for Decentralized Nonconvex Optimization with Communication Compression NeurIPS 2022 Behavior Priors for Efficient Reinforcement Learning JMLR 2022 BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection SemEval 2022 Belief Revision Based Caption Re-ranker with Visual Semantic Information COLING 2022 Benchmarking transfer learning approaches for sentiment analysis of Arabic dialect EMNLP 2022 Benefiting from Language Similarity in the Multilingual MT Training: Case Study of Indonesian and Malaysian COLING 2022