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

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2,658

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Papers (including subtopics)

BiMax: Bidirectional MaxSim Score for Document-Level Alignment EMNLP 2025 BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature CVPR 2025 BioMistral-Clinical: A Scalable Approach to Clinical LLMs via Incremental Learning and RAG IJCNLP 2025 Black-Box Optimization with Implicit Constraints for Public Policy AAAI 2025 Black-Box Test-Time Prompt Tuning for Vision-Language Models AAAI 2025 Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition ICLR 2025 BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models AAAI 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning ACL 2025 BlitzScale: Fast and Live Large Model Autoscaling with O(1) Host Caching OSDI 2025 BLUCK: A Benchmark Dataset for Bengali Linguistic Understanding and Cultural Knowledge AACL 2025 BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning ACL 2025 Boosting Data Utilization for Multilingual Dense Retrieval EMNLP 2025 Boosting Few-Shot Open-Set Object Detection via Prompt Learning and Robust Decision Boundary IJCAI 2025 Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples ICML 2025 Boosting Multiple Views for pretrained-based Continual Learning ICLR 2025 Boosting Segment Anything Model Towards Open-Vocabulary Learning AAAI 2025 Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025 Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel ICLR 2025 Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts NAACL 2025 Boundary-Aware Temporal Dynamic Pseudo-Supervision Pairs Generation for Zero-Shot Natural Language Video Localization AAAI 2025 Bounded Rationality Equilibrium Learning in Mean Field Games AAAI 2025 BoxDreamer: Dreaming Box Corners for Generalizable Object Pose Estimation ICCV 2025 BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities AAAI 2025 BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications ICLR 2025