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

'5

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Papers (including subtopics)

OpenCity3D: What do Vision-Language Models Know About Urban Environments? WACV 2025 OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data ICLR 2025 Open-set Cross Modal Generalization via Multimodal Unified Representation ICCV 2025 Open-Set Cross-Network Node Classification via Unknown-Excluded Adversarial Graph Domain Alignment AAAI 2025 Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm AAAI 2025 Open Set Label Shift with Test Time Out-of-Distribution Reference CVPR 2025 OpenVIS: Open-vocabulary Video Instance Segmentation AAAI 2025 Open-Vocabulary Customization from CLIP via Data-Free Knowledge Distillation ICLR 2025 Open-Vocabulary HOI Detection with Interaction-aware Prompt and Concept Calibration ICCV 2025 Open-World Objectness Modeling Unifies Novel Object Detection CVPR 2025 OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining ICCV 2025 OPI-DRO-HEL at SemEval-2025 Task 9: Integrating Transformer-Based Classification with LLM-Assisted Few-Shot Learning for Food Hazard Detection SemEval 2025 Opt-ICL at LeWiDi-2025: Maximizing In-Context Signal from Rater Examples via Meta-Learning EMNLP 2025 Optimal and Efficient Binary Questioning for Accelerated Annotation AAAI 2025 Optimal Policy Adaptation Under Covariate Shift IJCAI 2025 Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing CVPR 2025 Optimising Clinical Federated Learning through Mode Connectivity-based Model Aggregation AISTATS 2025 Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models EMNLP 2025 Optimizing Personalized Federated Learning Through Adaptive Layer-Wise Learning IJCAI 2025 Optimizing Pre-Training Data Mixtures with Mixtures of Data Expert Models ACL 2025 ORID: Organ-Regional Information Driven Framework for Radiology Report Generation WACV 2025 OS-GCL: A One-Shot Learner in Graph Contrastive Learning IJCAI 2025 OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP CVPR 2025 OT-VP: Optimal Transport-Guided Visual Prompting for Test-Time Adaptation WACV 2025 OURO: A Self-Bootstrapped Framework for Enhancing Multimodal Scene Understanding ICCV 2025