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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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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Papers (including subtopics)

UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction SemEval 2021 UoB_UK at SemEval 2021 Task 2: Zero-Shot and Few-Shot Learning for Multi-lingual and Cross-lingual Word Sense Disambiguation. SemEval 2021 UoR at SemEval-2021 Task 7: Utilizing Pre-trained DistilBERT Model and Multi-scale CNN for Humor Detection SemEval 2021 UPDeT: Universal Multi-agent RL via Policy Decoupling with Transformers ICLR 2021 Uppsala NLP at SemEval-2021 Task 2: Multilingual Language Models for Fine-tuning and Feature Extraction in Word-in-Context Disambiguation SemEval 2021 Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems EACL 2021 Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021 Using Shape To Categorize: Low-Shot Learning With an Explicit Shape Bias CVPR 2021 UVStyle-Net: Unsupervised Few-Shot Learning of 3D Style Similarity Measure for B-Reps ICCV 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 Variance-reduced First-order Meta-learning for Natural Language Processing Tasks NAACL 2021 Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems NeurIPS 2021 Variational Continual Bayesian Meta-Learning NeurIPS 2021 Variational Disentanglement for Rare Event Modeling AAAI 2021 Variational Multi-Task Learning with Gumbel-Softmax Priors NeurIPS 2021 Variational Prototype Inference for Few-Shot Semantic Segmentation WACV 2021 Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data AISTATS 2021 VariBAD: Variational Bayes-Adaptive Deep RL via Meta-Learning JMLR 2021 Vector Quantized Models for Planning ICML 2021 ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search CVPR 2021 Visual Transfer For Reinforcement Learning Via Wasserstein Domain Confusion AAAI 2021 Voice Activity Detection with Teacher-Student Domain Emulation Interspeech 2021 Voicing Assimilations by French Speakers of German in Stop-Fricative Sequences Interspeech 2021 Volta at SemEval-2021 Task 9: Statement Verification and Evidence Finding with Tables using TAPAS and Transfer Learning SemEval 2021 Wandering within a world: Online contextualized few-shot learning ICLR 2021