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

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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)

Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022 GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks NeurIPS 2022 Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022 GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection SemEval 2022 HaleLab_NITK@SMM4H’22: Adaptive Learning Model for Effective Detection, Extraction and Normalization of Adverse Drug Events from Social Media Data COLING 2022 Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth JMLR 2022 Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022 Harmless Transfer Learning for Item Embeddings NAACL 2022 HATE-ITA: Hate Speech Detection in Italian Social Media Text NAACL 2022 Hate Speech and Offensive Language Detection in Bengali AACL 2022 HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold EMNLP 2022 Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ICML 2022 Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning Interspeech 2022 Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing EMNLP 2022 HERD: Continuous Human-to-Robot Evolution for Learning from Human Demonstration CoRL 2022 Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data NAACL 2022 Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning IJCAI 2022 HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding MLHC 2022 Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios ICLR 2022 Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022 Hierarchical Attention Network for Explainable Depression Detection on Twitter Aided by Metaphor Concept Mappings COLING 2022 Hierarchical Bayesian Bandits AISTATS 2022 Hierarchical Inductive Transfer for Continual Dialogue Learning ACL 2022 Hierarchical Optimal Transport for Comparing Histopathology Datasets MIDL 2022 Hierarchical Recurrent Aggregative Generation for Few-Shot NLG ACL 2022