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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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

How Low is Too Low? A Computational Perspective on Extremely Low-Resource Languages ACL 2021 How many data points is a prompt worth? NAACL 2021 How to Adapt Your Pretrained Multilingual Model to 1600 Languages ACL 2021 How to transfer algorithmic reasoning knowledge to learn new algorithms? NeurIPS 2021 #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021 HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021 hub at SemEval-2021 Task 2: Word Meaning Similarity Prediction Model Based on RoBERTa and Word Frequency SemEval 2021 Human-AI Collaboration with Bandit Feedback IJCAI 2021 Human-to-Human Conversation Dataset for Learning Fine-Grained Turn-Taking Action Interspeech 2021 HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark ICLR 2021 Hypercorrelation Squeeze for Few-Shot Segmentation ICCV 2021 HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks ICLR 2021 HyperGrid Transformers: Towards A Single Model for Multiple Tasks ICLR 2021 Hyper-LifelongGAN: Scalable Lifelong Learning for Image Conditioned Generation CVPR 2021 Hyperparameter Transfer Learning with Adaptive Complexity AISTATS 2021 Hyperparameter Tuning is All You Need for LISTA NeurIPS 2021 Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts EACL 2021 Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding ICCV 2021 Hypothesis Disparity Regularized Mutual Information Maximization AAAI 2021 I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting AAAI 2021 IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News ACL 2021 IBM MNLP IE at CASE 2021 Task 2: NLI Reranking for Zero-Shot Text Classification ACL 2021 ICT’s System for AutoSimTrans 2021: Robust Char-Level Simultaneous Translation NAACL 2021 Identifying Physical Law of Hamiltonian Systems via Meta-Learning ICLR 2021 IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning ICLR 2021