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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32

66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Segment Anything Meets Point Tracking WACV 2025 Selected Languages are All You Need for Cross-lingual Truthfulness Transfer COLING 2025 Selective Aggregation for Low-Rank Adaptation in Federated Learning ICLR 2025 Selective Inference with Distributed Data JMLR 2025 Selective Label Enhancement Learning for Test-Time Adaptation ICLR 2025 SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models ACL 2025 Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering EMNLP 2025 SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment EMNLP 2025 Self-Correcting Robot Manipulation via Gaussian-Splatted Foresight AAAI 2025 Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning ICML 2025 Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025 Self-Evolving Visual Concept Library using Vision-Language Critics CVPR 2025 Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025 Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation ACL 2025 Self-Improvement for Audio Large Language Model using Unlabeled Speech Interspeech 2025 SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation EMNLP 2025 SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting CVPR 2025 Self-supervised Optimality-Guided Learning of Speech Articulation Interspeech 2025 Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025 Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer ACL 2025 Semantic-guided Cross-Modal Prompt Learning for Skeleton-based Zero-shot Action Recognition CVPR 2025 Semantic Prosody in Machine Translation: the English-Chinese Case of Passive Structures EMNLP 2025 Semantic Reshuffling with LLM and Heterogeneous Graph Auto-Encoder for Enhanced Rumor Detection COLING 2025 Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning ICLR 2025