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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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)

Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision NAACL 2022 Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022 Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling Interspeech 2022 Hierarchical Variational Memory for Few-shot Learning Across Domains ICLR 2022 High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022 Hindsight Foresight Relabeling for Meta-Reinforcement Learning ICLR 2022 HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022 HIT at SemEval-2022 Task 2: Pre-trained Language Model for Idioms Detection SemEval 2022 HOP: History-and-Order Aware Pre-Training for Vision-and-Language Navigation CVPR 2022 How Can Cross-lingual Knowledge Contribute Better to Fine-Grained Entity Typing? ACL 2022 How catastrophic can catastrophic forgetting be in linear regression? COLT 2022 How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image ACL 2022 How reparametrization trick broke differentially-private text representation learning ACL 2022 How to Distribute Data across Tasks for Meta-Learning? AAAI 2022 How to Parse a Creole: When Martinican Creole Meets French COLING 2022 How Transferable are Video Representations Based on Synthetic Data? NeurIPS 2022 How Well Do Sparse ImageNet Models Transfer? CVPR 2022 HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification EMNLP 2022 Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models NeurIPS 2022 HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea NAACL 2022 Human-to-Robot Imitation in the Wild RSS 2022 HW-TSC at SemEval-2022 Task 3: A Unified Approach Fine-tuned on Multilingual Pretrained Model for PreTENS SemEval 2022 HwTscSU’s Submissions on WAT 2022 Shared Task COLING 2022 HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022 Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022