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)

AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER ACL 2021 AFEC: Active Forgetting of Negative Transfer in Continual Learning NeurIPS 2021 Affordance Transfer Learning for Human-Object Interaction Detection CVPR 2021 A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021 AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages EMNLP 2021 AgeFlow: Conditional Age Progression and Regression with Normalizing Flows IJCAI 2021 Age-Invariant Training for End-to-End Child Speech Recognition Using Adversarial Multi-Task Learning Interspeech 2021 A General Class of Transfer Learning Regression without Implementation Cost AAAI 2021 A generative nonparametric Bayesian model for whole genomes NeurIPS 2021 Aggregating From Multiple Target-Shifted Sources ICML 2021 A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models NAACL 2021 A Hands-On Comparison of DNNs for Dialog Separation Using Transfer Learning from Music Source Separation Interspeech 2021 Airbert: In-Domain Pretraining for Vision-and-Language Navigation ICCV 2021 A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding EMNLP 2021 A Language Model-based Generative Classifier for Sentence-level Discourse Parsing EMNLP 2021 A large-scale benchmark for few-shot program induction and synthesis ICML 2021 A Large-Scale Study of Machine Translation in Turkic Languages EMNLP 2021 A Learned Conditional Prior for the VAE Acoustic Space of a TTS System Interspeech 2021 Alignment verification to improve NMT translation towards highly inflectional languages with limited resources EACL 2021 Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models EACL 2021 ALUE: Arabic Language Understanding Evaluation EACL 2021 A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning NeurIPS 2021 A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples Interspeech 2021 Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification AISTATS 2021 A Multilingual Benchmark for Probing Negation-Awareness with Minimal Pairs CoNLL 2021