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)

UltraMedical: Building Specialized Generalists in Biomedicine NeurIPS 2024 UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models NeurIPS 2024 UMUTeam at SemEval-2024 Task 10: Discovering and Reasoning about Emotions in Conversation using Transformers SemEval 2024 Uncertainty Aware Learning for Language Model Alignment ACL 2024 Uncertainty Quantification for In-Context Learning of Large Language Models NAACL 2024 UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations NAACL 2024 Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification AAAI 2024 Understanding and Improving Source-free Domain Adaptation from a Theoretical Perspective CVPR 2024 Understanding Convergence and Generalization in Federated Learning through Feature Learning Theory ICLR 2024 Understanding Generalization of Federated Learning via Stability: Heterogeneity Matters AISTATS 2024 Understanding Inverse Scaling and Emergence in Multitask Representation Learning AISTATS 2024 Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024 Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift ICLR 2024 Understanding the Transferability of Representations via Task-Relatedness NeurIPS 2024 Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP ICLR 2024 UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling ICLR 2024 UniAP: Towards Universal Animal Perception in Vision via Few-Shot Learning AAAI 2024 UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner NeurIPS 2024 UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024 Unified Language-driven Zero-shot Domain Adaptation CVPR 2024 Unified Training of Universal Time Series Forecasting Transformers ICML 2024 Unified Transfer Learning in High-Dimensional Linear Regression AISTATS 2024 Unified Unsupervised Salient Object Detection via Knowledge Transfer IJCAI 2024 UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence CVPR 2024