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)

Linking Modality Isolation in Heterogeneous Collaborative Perception CVPR 2026 LLaVA³: Representing 3D Scenes Like a Cubist Painter to Boost 3D Scene Understanding of VLMs AAAI 2026 LLM-Based Zero-Shot Soft Labeling for Anticipating Disagreement in Negotiation Dialogues ACL 2026 LLMs Enable Bag-of-Texts Representations for Short-Text Clustering ACL 2026 LLMs for Now, Fine-Tuning for Later: An Ensemble Approach to Data Drift in Domain-Specific Tasks ACL 2026 LLM-to-Speech: A Synthetic Data Pipeline for Training Dialectal Text-to-Speech Models EACL 2026 Lost in Time? A Meta-Learning Framework for Time-Shift-Tolerant Physiological Signal Transformation AAAI 2026 Love Me, Love My Label: Rethinking the Role of Labels in Prompt Retrieval for Visual In-Context Learning CVPR 2026 LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration AAAI 2026 LSHFed: Robust and Communication-Efficient Federated Learning with Locally-Sensitive Hashing Gradient Mapping AAAI 2026 M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference AAAI 2026 Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding EACL 2026 MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization ACL 2026 MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026 MAGIC VFM-Meta-Learning Adaptation for Ground Interaction Control with Visual Foundation Models (Abstract Reprint) AAAI 2026 Making Large Language Models Speak Tulu: Structured Prompting for an Extremely Low-Resource Language EACL 2026 Mamba Learns in Context: Structure-Aware Domain Generalization for Multi-Task Point Cloud Understanding CVPR 2026 ManiLong-Shot: Interaction-Aware One-Shot Imitation Learning for Long-Horizon Manipulation AAAI 2026 MARS: a Multimodal Alignment and Ranking System for Few-Shot Segmentation WACV 2026 Marshaled Learning: Bridging Large Neural Networks with Memory-Constrained Trusted Execution Environments in Federated Learning WACV 2026 MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces AAAI 2026 Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning CVPR 2026 Masked Representation Modeling for Domain-Adaptive Segmentation CVPR 2026 Matched-Pair Experimental Design with Active Learning UAI 2026 MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026