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

24

14

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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)

Unspeech: Unsupervised Speech Context Embeddings Interspeech 2018 Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP 2018 Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR 2018 Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval IJCAI 2018 Unsupervised Learning of Goal Spaces for Intrinsically Motivated Goal Exploration ICLR 2018 Unsupervised Morphology Learning with Statistical Paradigms COLING 2018 Using Intermediate Representations to Solve Math Word Problems ACL 2018 Using Neural Transfer Learning for Morpho-syntactic Tagging of South-Slavic Languages Tweets COLING 2018 Variational inference for the multi-armed contextual bandit AISTATS 2018 Video Prediction via Selective Sampling NeurIPS 2018 Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018 Visualizing Phoneme Category Adaptation in Deep Neural Networks Interspeech 2018 Visually Guided Spatial Relation Extraction from Text NAACL 2018 Visual Reinforcement Learning with Imagined Goals NeurIPS 2018 Visual Supervision in Bootstrapped Information Extraction EMNLP 2018 W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection CVPR 2018 What can we learn from Semantic Tagging? EMNLP 2018 When science journalism meets artificial intelligence : An interactive demonstration EMNLP 2018 Whistle-blowing ASRs: Evaluating the Need for More Inclusive Speech Recognition Systems Interspeech 2018 Word-based Domain Adaptation for Neural Machine Translation EMNLP 2018 Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018 Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection EMNLP 2018 XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018 Zero-Shot Open Entity Typing as Type-Compatible Grounding EMNLP 2018 Zero-Shot Transfer Learning for Event Extraction ACL 2018