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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'15

'20

'25

Papers (including subtopics)

Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout AISTATS 2023 Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks NeurIPS 2023 Efficient Computation Sharing for Multi-Task Visual Scene Understanding ICCV 2023 Efficient Controllable Multi-Task Architectures ICCV 2023 Efficient Diagnosis Assignment Using Unstructured Clinical Notes ACL 2023 Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces AAAI 2023 Efficient Dynamic Batch Adaptation (Student Abstract) AAAI 2023 Efficient Equivariant Transfer Learning from Pretrained Models NeurIPS 2023 Efficient Federated Domain Translation ICLR 2023 Efficient Few-Shot Learning for Pixel-Precise Handwritten Document Layout Analysis WACV 2023 Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt EMNLP 2023 Efficiently Robustify Pre-Trained Models ICCV 2023 Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages EACL 2023 Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization NeurIPS 2023 Efficient Model Personalization in Federated Learning via Client-Specific Prompt Generation ICCV 2023 Efficient Online Decision Tree Learning with Active Feature Acquisition IJCAI 2023 Efficient Online Reinforcement Learning with Offline Data ICML 2023 Efficient Personalized Federated Learning via Sparse Model-Adaptation ICML 2023 Efficient Sign Language Translation with a Curriculum-based Non-autoregressive Decoder IJCAI 2023 Efficient Sim-to-real Transfer of Contact-Rich Manipulation Skills with Online Admittance Residual Learning CoRL 2023 Efficient Symbolic Policy Learning with Differentiable Symbolic Expression NeurIPS 2023 Efficient Training of Language Models using Few-Shot Learning ICML 2023 Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout AAAI 2023 Egocentric Video Task Translation CVPR 2023 EgoPCA: A New Framework for Egocentric Hand-Object Interaction Understanding ICCV 2023