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

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12

24

14

20

29

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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)

GEM: Generative Entropy-Guided Preference Modeling for Few-Shot Alignment of LLMs AAAI 2026 Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images WACV 2026 Generalising LLM Routing using Past Performance Retrieval: A Few-Shot Router is Sufficient EACL 2026 Generalising Traffic Forecasting to Regions Without Traffic Observations AAAI 2026 Generalizable Drug–Target Interaction Prediction via ESM-2 Representations and Progressive Contrastive Curriculum Learning AAAI 2026 Generalizable Heterogeneity-aware Federated Feature and Basic-matrix Consistency Learning AAAI 2026 Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation CVPR 2026 Generalizable Radio-Frequency Radiance Fields for Spatial Spectrum Synthesis CVPR 2026 Generalized and Personalized Federated Learning with Black-Box Foundation Models via Orthogonal Transformations CVPR 2026 Generalized Geometry Encoding Volume for Real-time Stereo Matching AAAI 2026 Generalizing Trust: Weak-to-Strong Trustworthiness in Language Models ACL 2026 Generalizing Vision-Language Models with Dedicated Prompt Guidance AAAI 2026 Generating Attribute-Aware Human Motions from Textual Prompt AAAI 2026 Generic Adversarial Attack Framework Against Graph-based Vertical Federated Learning AAAI 2026 GenMatLab: A Generative Platform for Inverse Materials Design AAAI 2026 Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills AAAI 2026 Geometry-Aware Noisy Correspondence Mitigation for Cross-Modal Text-Based Person Retrieval AAAI 2026 GIFT: Guided Fine-Tuning and Transfer for Enhancing Instruction-Tuned Language Models ACL 2026 Global Adaptive Momentum Meets Local Personalized Perturbation: Efficient Federated LLM Fine-Tuning with Zeroth-Order Gradients ACL 2026 GMFL: Efficient Global Masking for Federated LLM Fine-tuning ACL 2026 Goal-Oriented Time-Series Forecasting: Foundation Framework Design AAAI 2026 Good Gradients Poison Your Model: Evading Defenses in Federated Learning via Boundary-adaptive Perturbation AAAI 2026 GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance AAAI 2026 GranAlign: Granularity-Aware Alignment Framework for Zero-shot Video Moment Retrieval AAAI 2026 Graph2Video: Leveraging Video Models to Model Dynamic Graph Evolution AAAI 2026