collaborative learning

Scalable Decentralized Algorithms for Online Personalized Mean Estimation AAAI 2025 Semi-supervised Fine-tuning for Large Language Models NAACL 2025 0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SemEval 2024 AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024 A Kernel Perspective on Distillation-based Collaborative Learning NeurIPS 2024 CoBo: Collaborative Learning via Bilevel Optimization NeurIPS 2024 Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024 Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline CVPR 2024 Collaborative Learning with Different Labeling Functions ICML 2024 Collaborative Refining for Learning from Inaccurate Labels NeurIPS 2024 Communication-Efficient Collaborative Regret Minimization in Multi-Armed Bandits AAAI 2024 Computerized Adaptive Testing via Collaborative Ranking NeurIPS 2024 Cross-Device Collaborative Test-Time Adaptation NeurIPS 2024 Derandomizing Multi-Distribution Learning NeurIPS 2024 Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024 EvGGS: A Collaborative Learning Framework for Event-based Generalizable Gaussian Splatting ICML 2024 FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels AAAI 2024 Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024 Federated Linear Contextual Bandits with Heterogeneous Clients AISTATS 2024 GCNet: Global-and-Context Collaborative Learning for Aspect-Based Sentiment Analysis COLING 2024 General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction EMNLP 2024 Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance ACL 2024 Improving Plasticity in Online Continual Learning via Collaborative Learning CVPR 2024 mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture EMNLP 2024 MatchDet: A Collaborative Framework for Image Matching and Object Detection AAAI 2024