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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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

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Papers (including subtopics)

Unsupervised and Very-Low Resource Supervised Translation on German and Sorbian Variant Languages EMNLP 2022 Unsupervised Cross-Task Generalization via Retrieval Augmentation NeurIPS 2022 Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022 Unsupervised Domain Adaptation for Nighttime Aerial Tracking CVPR 2022 Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training NAACL 2022 Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps AACL 2022 Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation MIDL 2022 Unsupervised Learning for Human Sensing Using Radio Signals WACV 2022 Unsupervised Tokenization Learning EMNLP 2022 UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification EMNLP 2022 UPER: Boosting Multi-Document Summarization with an Unsupervised Prompt-based Extractor COLING 2022 User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition on Federated Learning Interspeech 2022 Using ASR-Generated Text for Spoken Language Modeling ACL 2022 Using cross-model learnings for the Gram Vaani ASR Challenge 2022 Interspeech 2022 Using dependency parsing for few-shot learning in distributional semantics ACL 2022 Using natural language and program abstractions to instill human inductive biases in machines NeurIPS 2022 Using Two Losses and Two Datasets Simultaneously to Improve TempoWiC Accuracy EMNLP 2022 USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition SemEval 2022 VALHALLA: Visual Hallucination for Machine Translation CVPR 2022 Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning NeurIPS 2022 Variational Learning for Unsupervised Knowledge Grounded Dialogs IJCAI 2022 Variational Model Perturbation for Source-Free Domain Adaptation NeurIPS 2022 VariGrow: Variational Architecture Growing for Task-Agnostic Continual Learning based on Bayesian Novelty ICML 2022 Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding EMNLP 2022 Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification IJCAI 2022