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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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning ICLR 2022 SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models NAACL 2022 Set-valued prediction in hierarchical classification with constrained representation complexity UAI 2022 SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task Interspeech 2022 SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models SemEval 2022 Shallow Parsing for Nepal Bhasa Complement Clauses ACL 2022 Sharing Decoders: Network Fission for Multi-Task Pixel Prediction WACV 2022 Sharing Knowledge for Meta-learning with Feature Descriptions NeurIPS 2022 Sharp Bounds for Federated Averaging (Local SGD) and Continuous Perspective AISTATS 2022 Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning NeurIPS 2022 Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning ICML 2022 Shielding Federated Learning: Robust Aggregation with Adaptive Client Selection IJCAI 2022 Shoring up the foundations: fusing model embeddings and weak supervision UAI 2022 ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton AAAI 2022 Simple and Effective Zero-shot Cross-lingual Phoneme Recognition Interspeech 2022 Simple but Effective: CLIP Embeddings for Embodied AI CVPR 2022 Single Dynamic Network for Multi-label Renal Pathology Image Segmentation MIDL 2022 Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition WACV 2022 SLICER: Sliced Fine-Tuning for Low-Resource Cross-Lingual Transfer for Named Entity Recognition EMNLP 2022 SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization JMLR 2022 SmartIdx: Reducing Communication Cost in Federated Learning by Exploiting the CNNs Structures AAAI 2022 SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022 Smoothed Embeddings for Certified Few-Shot Learning NeurIPS 2022 Snoopy: An Online Interface for Exploring the Effect of Pretraining Term Frequencies on Few-Shot LM Performance EMNLP 2022 SNP2Vec: Scalable Self-Supervised Pre-Training for Genome-Wide Association Study ACL 2022