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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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)

Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning AAAI 2025 Visibility as Survival: Generalizing NLP for Native Alaskan Language Identification ACL 2025 Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation AAAI 2025 Vision Graph Prompting via Semantic Low-Rank Decomposition ICML 2025 Vision Language Models are In-Context Value Learners ICLR 2025 Vision-Language Models Can Self-Improve Reasoning via Reflection NAACL 2025 Visual and Semantic Prompt Collaboration for Generalized Zero-Shot Learning CVPR 2025 Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models ACL 2025 Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective AAAI 2025 Visual Textualization for Image Prompted Object Detection ICCV 2025 Visual Zero-Shot E-Commerce Product Attribute Value Extraction NAACL 2025 Vorm: Translations and a constrained hypothesis space support unsupervised morphological segmentation across languages CoNLL 2025 VQCounter: Designing Visual Prompt Queue for Accurate Open-World Counting IJCAI 2025 VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025 WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai EMNLP 2025 Wav2Prompt: End-to-End Speech Prompt Learning and Task-based Fine-tuning for Text-based LLMs NAACL 2025 wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025 WAVE: Weight Templates for Adaptive Initialization of Variable-sized Models CVPR 2025 WavShape: Information-Theoretic Speech Representation Learning for Fair and Privacy-Aware Audio Processing Interspeech 2025 Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis EMNLP 2025 Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model ICLR 2025 WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025 Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers WACV 2025 Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ACL 2025 WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025