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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14

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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)

EMBEDDIA at SemEval-2022 Task 8: Investigating Sentence, Image, and Knowledge Graph Representations for Multilingual News Article Similarity SemEval 2022 Embedding Synthetic Off-Policy Experience for Autonomous Driving via Zero-Shot Curricula CoRL 2022 EmoMent: An Emotion Annotated Mental Health Corpus from Two South Asian Countries COLING 2022 Emotional Intensity Estimation based on Writer’s Personality AACL 2022 Empathy and Distress Prediction using Transformer Multi-output Regression and Emotion Analysis with an Ensemble of Supervised and Zero-Shot Learning Models ACL 2022 Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention NAACL 2022 En-Compactness: Self-Distillation Embedding & Contrastive Generation for Generalized Zero-Shot Learning CVPR 2022 End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022 End-to-End Simultaneous Speech Translation with Pretraining and Distillation: Huawei Noah’s System for AutoSimTranS 2022 NAACL 2022 Energy-Inspired Molecular Conformation Optimization ICLR 2022 Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual Templates ACL 2022 Enhancing Cross-lingual Transfer by Manifold Mixup ICLR 2022 Enhancing Few-Shot Image Classification With Unlabelled Examples WACV 2022 Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP 2022 Enhancing Pre-trained Models with Text Structure Knowledge for Question Generation COLING 2022 Ensembling Neural Networks for Improved Prediction and Privacy in Early Diagnosis of Sepsis MLHC 2022 Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ACL 2022 EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching EMNLP 2022 Equivariant Networks for Zero-Shot Coordination NeurIPS 2022 Escaping Data Scarcity for High-Resolution Heterogeneous Face Hallucination CVPR 2022 Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning NeurIPS 2022 Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022 Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning NeurIPS 2022 Estimating Soft Labels for Out-of-Domain Intent Detection EMNLP 2022 Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NeurIPS 2022