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)

Learn TAROT with MENTOR: A Meta-Learned Self-Supervised Approach for Trajectory Prediction ICCV 2023 Learn With Martian: A Tool For Creating Assignments That Can Write And Re-Write Themselves EACL 2023 Less is More: Task-aware Layer-wise Distillation for Language Model Compression ICML 2023 Let Me Check the Examples: Enhancing Demonstration Learning via Explicit Imitation ACL 2023 “Let’s not Quote out of Context”: Unified Vision-Language Pretraining for Context Assisted Image Captioning ACL 2023 Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023 Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction ACL 2023 Leveraging Explicit Procedural Instructions for Data-Efficient Action Prediction ACL 2023 Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023 Leveraging Offline Data in Online Reinforcement Learning ICML 2023 Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023 Leveraging Prefix Transfer for Multi-Intent Text Revision ACL 2023 Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023 Leveraging SE(3) Equivariance for Learning 3D Geometric Shape Assembly ICCV 2023 Leveraging Structural Discourse Information for Event Coreference Resolution in Dutch ACL 2023 Leveraging Task Dependency and Contrastive Learning for Case Outcome Classification on European Court of Human Rights Cases EACL 2023 LFS-GAN: Lifelong Few-Shot Image Generation ICCV 2023 LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning NeurIPS 2023 LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation ICCV 2023 Lifelong bandit optimization: no prior and no regret UAI 2023 Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation EMNLP 2023 LightClone: Speaker-guided Parallel Subnet Selection for Few-shot Voice Cloning Interspeech 2023 Limitations of Language Models in Arithmetic and Symbolic Induction ACL 2023 Limits of Model Selection under Transfer Learning COLT 2023 Linear Connectivity Reveals Generalization Strategies ICLR 2023