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

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14

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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

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Papers (including subtopics)

Generalizing Morphological Inflection Systems to Unseen Lemmas NAACL 2022 Generalizing off-policy learning under sample selection bias UAI 2022 Generalizing over Long Tail Concepts for Medical Term Normalization EMNLP 2022 Generating Representative Samples for Few-Shot Classification CVPR 2022 Generating Scientific Claims for Zero-Shot Scientific Fact Checking ACL 2022 Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition Interspeech 2022 Generative Language Models for Paragraph-Level Question Generation EMNLP 2022 Generative Prompt Tuning for Relation Classification EMNLP 2022 GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions NeurIPS 2022 Geographical Distance Is The New Hyperparameter: A Case Study Of Finding The Optimal Pre-trained Language For English-isiZulu Machine Translation. NAACL 2022 Giving Feedback on Interactive Student Programs with Meta-Exploration NeurIPS 2022 Global Convergence of Federated Learning for Mixed Regression NeurIPS 2022 Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning CVPR 2022 GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English – Discover Lexical Semantic Change in Spanish ACL 2022 GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation CoRL 2022 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks EMNLP 2022 GMU-WLV at TSAR-2022 Shared Task: Evaluating Lexical Simplification Models EMNLP 2022 Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER ACL 2022 GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022 GraDA: Graph Generative Data Augmentation for Commonsense Reasoning NAACL 2022 Grafting Pre-trained Models for Multimodal Headline Generation EMNLP 2022 Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging EMNLP 2022 Graph Few-shot Learning with Task-specific Structures NeurIPS 2022 Graph Inverse Reinforcement Learning from Diverse Videos CoRL 2022 Graph Neural Network Bandits NeurIPS 2022