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

'10

'15

'20

'25

Papers (including subtopics)

ℓ_p-Regression in the Arbitrary Partition Model of Communication COLT 2023 kNN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference ICLR 2023 π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation ICML 2023 3DAvatarGAN: Bridging Domains for Personalized Editable Avatars CVPR 2023 3D Concept Learning and Reasoning From Multi-View Images CVPR 2023 A3FL: Adversarially Adaptive Backdoor Attacks to Federated Learning NeurIPS 2023 AANG : Automating Auxiliary Learning ICLR 2023 AAST-NLP at ArAIEval Shared Task: Tackling Persuasion technique and Disinformation Detection using Pre-Trained Language Models On Imbalanced Datasets EMNLP 2023 ABCD Team at SemEval-2023 Task 12: An Ensemble Transformer-based System for African Sentiment Analysis SemEval 2023 Abstract-to-Executable Trajectory Translation for One-Shot Task Generalization ICML 2023 Accelerating Inverse Learning via Intelligent Localization with Exploratory Sampling AAAI 2023 Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023 Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference ICLR 2023 Achieving Cross Modal Generalization with Multimodal Unified Representation NeurIPS 2023 Achieving Linear Speedup in Non-IID Federated Bilevel Learning ICML 2023 Achieving State-of-the-Art Multilingual Translation Model with Minimal Data and Parameters EMNLP 2023 A Closer Look at Few-shot Classification Again ICML 2023 A Closer Look at Model Adaptation using Feature Distortion and Simplicity Bias ICLR 2023 ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion CVPR 2023 A constrained Bayesian approach to out-of-distribution prediction UAI 2023 A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023 A Coupled Flow Approach to Imitation Learning ICML 2023 A Cross-Lingual Study of Homotransphobia on Twitter EACL 2023 Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NeurIPS 2023 ActiveAED: A Human in the Loop Improves Annotation Error Detection ACL 2023