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

20

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)

Long-Tail Recognition via Compositional Knowledge Transfer CVPR 2022 Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator CVPR 2022 Look Ma, Only 400 Samples! Revisiting the Effectiveness of Automatic N-Gram Rule Generation for Spelling Normalization in Filipino EMNLP 2022 Low Resource Causal Event Detection from Biomedical Literature ACL 2022 LSCDiscovery: A shared task on semantic change discovery and detection in Spanish ACL 2022 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning NeurIPS 2022 M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022 M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022 m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter EMNLP 2022 Machine Translation for a Very Low-Resource Language - Layer Freezing Approach on Transfer Learning COLING 2022 MAGMA – Multimodal Augmentation of Generative Models through Adapter-based Finetuning EMNLP 2022 Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages ACL 2022 Making Linear MDPs Practical via Contrastive Representation Learning ICML 2022 Making Pretrained Language Models Good Long-tailed Learners EMNLP 2022 MAML and ANIL Provably Learn Representations ICML 2022 MaNLP@SMM4H’22: BERT for Classification of Twitter Posts COLING 2022 MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022 Mapping Phonology to Semantics: A Computational Model of Cross-Lingual Spoken-Word Recognition COLING 2022 Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation NeurIPS 2022 Markov Abstractions for PAC Reinforcement Learning in Non-Markov Decision Processes IJCAI 2022 MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022 Masked Autoencoding for Scalable and Generalizable Decision Making NeurIPS 2022 MaskSplit: Self-Supervised Meta-Learning for Few-Shot Semantic Segmentation WACV 2022 MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022 Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ACL 2022