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

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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)

VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition AISTATS 2022 VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely? NeurIPS 2022 Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos NeurIPS 2022 Video Question Answering: Datasets, Algorithms and Challenges EMNLP 2022 Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning ICML 2022 Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022 Visual Prompting via Image Inpainting NeurIPS 2022 Visual Prompt Tuning for Few-Shot Text Classification COLING 2022 Visual Representation Learning Does Not Generalize Strongly Within the Same Domain ICLR 2022 ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation NeurIPS 2022 VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NeurIPS 2022 VQ-T: RNN Transducers using Vector-Quantized Prediction Network States Interspeech 2022 VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature Interspeech 2022 Walk These Ways: Tuning Robot Control for Generalization with Multiplicity of Behavior CoRL 2022 WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation EMNLP 2022 Warping Layer: Representation Learning for Label Structures in Weakly Supervised Learning AISTATS 2022 Watch and Match: Supercharging Imitation with Regularized Optimal Transport CoRL 2022 Wav2vec behind the Scenes: How end2end Models learn Phonetics Interspeech 2022 WavPrompt: Towards Few-Shot Spoken Language Understanding with Frozen Language Models Interspeech 2022 Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022 Weakly Supervised Context-based Interview Question Generation EMNLP 2022 Weakly Supervised Headline Dependency Parsing EMNLP 2022 Weakly Supervised Text-to-SQL Parsing through Question Decomposition NAACL 2022 Weak supervision for Question Type Detection with large language models Interspeech 2022 WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models NAACL 2022