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

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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

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Papers (including subtopics)

Scalable Model Merging with Progressive Layer-wise Distillation ICML 2025 ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting ACL 2025 Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning EMNLP 2025 Scaling Language-Free Visual Representation Learning ICCV 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025 SCCD: A Session-based Dataset for Chinese Cyberbullying Detection COLING 2025 Scene Map-based Prompt Tuning for Navigation Instruction Generation CVPR 2025 Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation NAACL 2025 ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts EMNLP 2025 Science-T2I: Addressing Scientific Illusions in Image Synthesis CVPR 2025 Score-Based Diffusion Models in Function Space JMLR 2025 SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval WACV 2025 ScottyPoseidon at SemEval-2025 Task 8: LLM-Driven Code Generation for Zero-Shot Question Answering on Tabular Data SemEval 2025 SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning ICLR 2025 SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025 SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval EMNLP 2025 Searching for the Most Human-like Emergent Language EMNLP 2025 Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025 SEE: Continual Fine-tuning with Sequential Ensemble of Experts ACL 2025 SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding CVPR 2025 Seeing 3D Through 2D Lenses: 3D Few-Shot Class-Incremental Learning via Cross-Modal Geometric Rectification ICCV 2025 Seeing the Abstract: Translating the Abstract Language for Vision Language Models CVPR 2025 Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025 Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025 SEER: The Span-based Emotion Evidence Retrieval Benchmark IJCNLP 2025