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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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)

End-to-end mBERT based Seq2seq Enhanced Dependency Parser with Linguistic Typology knowledge ACL 2021 End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning Interspeech 2021 End-to-End Spoken Language Understanding for Generalized Voice Assistants Interspeech 2021 Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning AAAI 2021 Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021 Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021 Enriching ImageNet With Human Similarity Judgments and Psychological Embeddings CVPR 2021 Enriching plWordNet with morphology EACL 2021 Ensemble Attention Distillation for Privacy-Preserving Federated Learning ICCV 2021 Ensembling Graph Predictions for AMR Parsing NeurIPS 2021 EnSidNet: Enhanced Hybrid Siamese-Deep Network for grouping clinical trials into drug-development pathways NAACL 2021 Entity Concept-enhanced Few-shot Relation Extraction ACL 2021 EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, with Prognostic Stratification Boosting MIDL 2021 Equivariant Learning of Stochastic Fields: Gaussian Processes and Steerable Conditional Neural Processes ICML 2021 Error-Aware Imitation Learning from Teleoperation Data for Mobile Manipulation CoRL 2021 Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments RSS 2021 Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021 Evaluating Gradient Inversion Attacks and Defenses in Federated Learning NeurIPS 2021 Evaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract) AAAI 2021 Evaluating morphological typology in zero-shot cross-lingual transfer ACL 2021 Evaluating the Acquisition of Semantic Knowledge from Cross-situational Learning in Artificial Neural Networks NAACL 2021 Evaluating the Values of Sources in Transfer Learning NAACL 2021 Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis NAACL 2021 EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization NeurIPS 2021 Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021