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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Learning from History for Byzantine Robust Optimization ICML 2021 Learning from Language Description: Low-shot Named Entity Recognition via Decomposed Framework EMNLP 2021 Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition ACL 2021 Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021 Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks AAAI 2021 Learning From the Master: Distilling Cross-Modal Advanced Knowledge for Lip Reading CVPR 2021 Learning General Planning Policies from Small Examples Without Supervision AAAI 2021 Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021 Learning Hard Optimization Problems: A Data Generation Perspective NeurIPS 2021 Learning Implicitly with Noisy Data in Linear Arithmetic IJCAI 2021 Learning Implicit Temporal Alignment for Few-shot Video Classification IJCAI 2021 Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation CVPR 2021 Learning Language-Conditioned Robot Behavior from Offline Data and Crowd-Sourced Annotation CoRL 2021 Learning Meta-Class Memory for Few-Shot Semantic Segmentation ICCV 2021 Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation ICCV 2021 Learning Multi-Stage Tasks with One Demonstration via Self-Replay CoRL 2021 Learning Opinion Summarizers by Selecting Informative Reviews EMNLP 2021 Learning Paralinguistic Features from Audiobooks through Style Voice Conversion NAACL 2021 Learning Prototype Representations Across Few-Shot Tasks for Event Detection EMNLP 2021 Learning Relatedness between Types with Prototypes for Relation Extraction EACL 2021 Learning Robust Speech Representation with an Articulatory-Regularized Variational Autoencoder Interspeech 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021 Learning Semantic Representations to Verify Hardware Designs NeurIPS 2021 Learning sparse mixtures of permutations from noisy information COLT 2021 Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring CVPR 2021