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)

Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026 Induce, Align, Predict: Zero-Shot Stance Detection via Cognitive Inductive Reasoning AAAI 2026 InsAT: Instance-aware Semantic Alignment and Transfer from Human–Object Keypoints for Zero-to-Few-shot Action Understanding ACL 2026 InsCal: Calibrated Multi-Source Fully Test-Time Prompt Tuning for Object Detection CVPR 2026 INSID3: Training-Free In-Context Segmentation with DINOv3 CVPR 2026 Instance Generation for Meta-Black-Box Optimization Through Latent Space Reverse Engineering AAAI 2026 InstructDiff: Domain-Adaptive Data Selection via Contrastive Entropy for Efficient LLM Fine-Tuning ACL 2026 Instruction Data Selection via Answer Divergence ACL 2026 Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following ACL 2026 Intention-Adaptive LLM Fine-Tuning for Text Revision Generation EACL 2026 Inter-Client Dependency Recovery with Hidden Global Components for Federated Traffic Prediction AAAI 2026 InterMoE: Individual-Specific 3D Human Interaction Generation via Dynamic Temporal-Selective MoE AAAI 2026 Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment CVPR 2026 Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning AAAI 2026 Invariant Conditional Molecular Generation Under Distribution Shift AAAI 2026 Inverse Optimal Transport for Efficient Adaptation of Vision-Language Models AAAI 2026 Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models AAAI 2026 Investigating the Multilingual Calibration Effects of Language Model Instruction Tuning EACL 2026 Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks EACL 2026 Is This LLM Library Learning? Evaluation Must Account For Compute and Behaviour EACL 2026 ITUNLP2 at MWE-2026 AdMIRe 2: Modular Zero-Shot Pipelines for Multimodal Idiom Grounding and Ranking EACL 2026 Kashif-AI at AbjadGenEval Shared Task: A Transformer-based Approach for Arabic AI-Generated Text Detection EACL 2026 KeenKT: Knowledge Mastery-State Disambiguation for Knowledge Tracing AAAI 2026 K-Merge: Online Continual Merging of Adapters for On-device Large Language Models ACL 2026 KnowLCP: Knowledge Augmented Lane Change Prediction for Autonomous Driving AAAI 2026