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

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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)

Super-Human Performance in Online Low-Latency Recognition of Conversational Speech Interspeech 2021 SWAD: Domain Generalization by Seeking Flat Minima NeurIPS 2021 Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction EMNLP 2021 Syntactically-Informed Unsupervised Paraphrasing with Non-Parallel Data EMNLP 2021 Syntax-augmented Multilingual BERT for Cross-lingual Transfer ACL 2021 Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning AAAI 2021 Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models EACL 2021 Systematic generalisation with group invariant predictions ICLR 2021 SzegedAI at SemEval-2021 Task 2: Zero-shot Approach for Multilingual and Cross-lingual Word-in-Context Disambiguation SemEval 2021 T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021 Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation CoRL 2021 Tailoring Embedding Function to Heterogeneous Few-Shot Tasks by Global and Local Feature Adaptors AAAI 2021 TAILOR: Teaching with Active and Incremental Learning for Object Registration AAAI 2021 TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis AAAI 2021 TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training SemEval 2021 Task-Adaptive Neural Network Search with Meta-Contrastive Learning NeurIPS 2021 Task-adaptive Pre-training and Self-training are Complementary for Natural Language Understanding EMNLP 2021 Task Aligned Generative Meta-learning for Zero-shot Learning AAAI 2021 Task-Aware Part Mining Network for Few-Shot Learning ICCV 2021 Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021 Taskography: Evaluating robot task planning over large 3D scene graphs CoRL 2021 Taskology: Utilizing Task Relations at Scale CVPR 2021 Task-Oriented Dialog Systems for Dravidian Languages EACL 2021 Task similarity aware meta learning: theory-inspired improvement on MAML UAI 2021 Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages EACL 2021