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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Papers (including subtopics)

Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning ICLR 2023 WBFlow: Few-shot White Balance for sRGB Images via Reversible Neural Flows IJCAI 2023 Weaker Than You Think: A Critical Look at Weakly Supervised Learning ACL 2023 Weakly-supervised Deep Cognate Detection Framework for Low-Resourced Languages Using Morphological Knowledge of Closely-Related Languages EMNLP 2023 Weakly supervised hierarchical multi-task classification of customer questions ACL 2023 Weakly-supervised HOI Detection via Prior-guided Bi-level Representation Learning ICLR 2023 Weak-Shot Object Detection Through Mutual Knowledge Transfer CVPR 2023 Webis @ ImageArg 2023: Embedding-based Stance and Persuasiveness Classification EMNLP 2023 What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation NeurIPS 2023 What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation Over Scenarios and Locations ICCV 2023 What Can Human Sketches Do for Object Detection? CVPR 2023 What does CLIP know about a red circle? Visual prompt engineering for VLMs ICCV 2023 What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023 What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023 What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE ACL 2023 What is the Real Intention behind this Question? Dataset Collection and Intention Classification ACL 2023 What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study EMNLP 2023 What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023 What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023 What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue ACL 2023 When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning NeurIPS 2023 When Do Curricula Work in Federated Learning? ICCV 2023 When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP ACL 2023 Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects NeurIPS 2023 Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning ICLR 2023