conftrace_

collaborative learning

148 papers

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Also known as

CL

Co-occurring keywords

federated learning (1333) knowledge distillation (3725) large language model (13587) multi-agent system (1819) distributed learning (563) transfer learning (5449) label noise (498) privacy preservation (380) sample complexity (1169) domain adaptation (4595)

Papers

Fair yet Asymptotically Equal Collaborative Learning ICML 2023
FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery AISTATS 2023
Collaborative Multi-Agent Heterogeneous Multi-Armed Bandits ICML 2023
Distributed Linear Bandits under Communication Constraints ICML 2023
FedHPO-Bench: A Benchmark Suite for Federated Hyperparameter Optimization ICML 2023
Multi-Mode Online Knowledge Distillation for Self-Supervised Visual Representation Learning CVPR 2023
Incentives in Private Collaborative Machine Learning NIPS 2023
Collaborative Learning via Prediction Consensus NIPS 2023
Collaborative Causal Inference with Fair Incentives ICML 2023
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation IJCAI 2023
Heterogeneous-Branch Collaborative Learning for Dialogue Generation AAAI 2023
CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning AAAI 2023
JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification EMNLP 2023
The ToMCAT Dataset NIPS 2023
CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition ACL 2023
Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate EMNLP 2023
Strategic Data Sharing between Competitors NIPS 2023
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization NIPS 2023
Robust and Actively Secure Serverless Collaborative Learning NIPS 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning ICCV 2023
High-Resolution Image Harmonization via Collaborative Dual Transformations CVPR 2022
Nested Collaborative Learning for Long-Tailed Visual Recognition CVPR 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs NIPS 2022
Collaborative Learning for Hand and Object Reconstruction With Attention-Guided Graph Convolution CVPR 2022
Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving AAAI 2022