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

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12

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14

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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

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Papers (including subtopics)

Revisiting Classical Chinese Event Extraction with Ancient Literature Information ACL 2025 Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning ICML 2025 Revisiting In-Context Learning with Long Context Language Models ACL 2025 Revisiting Pool-based Prompt Learning for Few-shot Class-incremental Learning ICCV 2025 Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts ICLR 2025 REvolve: Reward Evolution with Large Language Models using Human Feedback ICLR 2025 Reward Adaptation via Q-Manipulation: Provably Beneficial Reward Function Transfer in Reinforcement Learning IJCAI 2025 RewardBench: Evaluating Reward Models for Language Modeling NAACL 2025 RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis EMNLP 2025 Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward CVPR 2025 RG-VQA: Leveraging Retriever-Generator Pipelines for Knowledge Intensive Visual Question Answering EMNLP 2025 RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models CoRL 2025 Riemannian Geometric-based Meta Learning AAAI 2025 RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy AAAI 2025 RL-Guider: Leveraging Historical Decisions and Feedback for Drug Editing with Large Language Models ACL 2025 RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025 R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-task Learning EMNLP 2025 RMultiplex200K: Toward Reliable Multimodal Process Supervision for Visual Language Models on Telecommunications ICCV 2025 RoBiologyDataChoiceQA: A Romanian Dataset for improving Biology understanding of Large Language Models EMNLP 2025 Robot Data Curation with Mutual Information Estimators RSS 2025 Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild CVPR 2025 Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection EMNLP 2025 Robust and Adaptive AI Models for Medication Usage Forecasting Using ICD-9/10 Code (Student Abstract) AAAI 2025 RobustHAR: Multi-scale Spatial-temporal Masked Self-supervised Pre-training for Robust Human Activity Recognition IJCAI 2025 Robustifying Zero-Shot Vision Language Models by Subspaces Alignment ICCV 2025