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)

Task Prototype-Based Knowledge Retrieval for Multi-Task Learning from Partially Annotated Data AAAI 2026 TDSS: Task Dynamic-Synergistic Skill Adaptation for Boosting Efficient and Scalable Multi-Task Learning in Dense Visual Prediction AAAI 2026 Teaching DINOv3 About Partial 3D Geometry: A Self-Supervised Geometry-Aware Approach CVPR 2026 Teaching Small Language Models to Learn Logic through Meta-Learning EACL 2026 Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026 Team CV at SemEval-2026 Task 4: Prompting LLMs and Benchmarking Embedding Models for Narrative Story Similarity SemEval 2026 Ted-Tok: Maintaining an Evolving Vocabulary for Lifelong Learning ACL 2026 Temporal Imbalance of Positive and Negative Supervision in Class-Incremental Learning CVPR 2026 Test-Time Adaptation through Semantically-guided Feature Decomposition for Few-shot Chest X-ray Diagnosis WACV 2026 Test-time Ego-Exo-centric Adaptation for Action Anticipation via Multi-Label Prototype Growing and Dual-Clue Consistency CVPR 2026 Text-Phase Synergy Network with Dual Priors for Unsupervised Cross-Domain Image Retrieval CVPR 2026 Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script ACL 2026 Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026 Thinking in Schemas: Robust Syllogistic Reasoning in LLMs ACL 2026 TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction CVPR 2026 TIM++: Transductive Information Maximization for Few-Shot CLIP AAAI 2026 TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery ACL 2026 TM-Adapter: Temporal Merge Adapter for Efficient Global Temporal Modeling WACV 2026 TOFA: Training-Free One-Shot Federated Adaptation for Vision-Language Models AAAI 2026 Tokenization and Morphological Fidelity in Uralic NLP: A Cross-Lingual Evaluation EACL 2026 Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping EACL 2026 Too Long, Didn’t Model: Decomposing LLM Long Context Understanding With Novels EACL 2026 Topological Federated Clustering via Gravitational Potential Fields Under Local Differential Privacy AAAI 2026 TopoRec: Point Cloud Recognition Using Topological Data Analysis WACV 2026 Toward Robust In-Context Learning: Leveraging Out-of-distribution Proxies for Target Inaccessible Demonstration Retrieval ACL 2026