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)

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103

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482

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1,566

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Papers (including subtopics)

Want To Reduce Labeling Cost? GPT-3 Can Help EMNLP 2021 WARP: Word-level Adversarial ReProgramming ACL 2021 Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021 WavBERT: Exploiting Semantic and Non-Semantic Speech Using Wav2vec and BERT for Dementia Detection Interspeech 2021 Weak Adaptation Learning: Addressing Cross-Domain Data Insufficiency With Weak Annotator ICCV 2021 Weak learning convex sets under normal distributions COLT 2021 Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation WACV 2021 Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model MIDL 2021 Weighted model estimation for offline model-based reinforcement learning NeurIPS 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 What’s a good imputation to predict with missing values? NeurIPS 2021 What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021 What transfers in morphological inflection? Experiments with analogical models ACL 2021 When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation ACL 2021 When MAML Can Adapt Fast and How to Assist When It Cannot AISTATS 2021 Whitening for Self-Supervised Representation Learning ICML 2021 Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021 Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NeurIPS 2021 Wide-Baseline Relative Camera Pose Estimation With Directional Learning CVPR 2021 Wikipedia Entities as Rendezvous across Languages: Grounding Multilingual Language Models by Predicting Wikipedia Hyperlinks NAACL 2021 Word Reordering for Zero-shot Cross-lingual Structured Prediction EMNLP 2021 Wyner-Ziv Estimators: Efficient Distributed Mean Estimation with Side-Information AISTATS 2021 X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021 XL-WSD: An Extra-Large and Cross-Lingual Evaluation Framework for Word Sense Disambiguation AAAI 2021