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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'15

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'25

Papers (including subtopics)

The Evolution of Pro-Kremlin Propaganda From a Machine Learning and Linguistics Perspective EACL 2023 The Hidden Folk: Linguistic Properties Encoded in Multilingual Contextual Character Representations ACL 2023 The hidden uniform cluster prior in self-supervised learning ICLR 2023 The MAKE-NMTVIZ System Description for the WMT23 Literary Task EMNLP 2023 Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning ICLR 2023 The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning CVPR 2023 The Role of Formant and Excitation Source Features in Perceived Naturalness of Low Resource Tribal Language TTS: An Empirical Study Interspeech 2023 The SIGMORPHON 2022 Shared Task on Cross-lingual and Low-Resource Grapheme-to-Phoneme Conversion ACL 2023 The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation NeurIPS 2023 The Unreasonable Effectiveness of Few-shot Learning for Machine Translation ICML 2023 The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023 THiFLY Research at SemEval-2023 Task 7: A Multi-granularity System for CTR-based Textual Entailment and Evidence Retrieval SemEval 2023 This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models EMNLP 2023 Thompson Sampling with Diffusion Generative Prior ICML 2023 TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining EMNLP 2023 Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa IJCAI 2023 Timewarp: Transferable Acceleration of Molecular Dynamics by Learning Time-Coarsened Dynamics NeurIPS 2023 TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation NeurIPS 2023 Togedemaru at SemEval-2023 Task 8: Causal Medical Claim Identification and Extraction from Social Media Posts SemEval 2023 Token-level Identification of Multiword Expressions using Pre-trained Multilingual Language Models EACL 2023 Token Mixing: Parameter-Efficient Transfer Learning from Image-Language to Video-Language AAAI 2023 TongueSwitcher: Fine-Grained Identification of German-English Code-Switching EMNLP 2023 Too Large; Data Reduction for Vision-Language Pre-Training ICCV 2023 To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NeurIPS 2023 Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks EMNLP 2023