Summary of Flocora: Federated Learning Compression with Low-rank Adaptation, by Lucas Grativol Ribeiro et al.
FLoCoRA: Federated learning compression with low-rank adaptationby Lucas Grativol Ribeiro, Mathieu Leonardon, Guillaume Muller, Virginie…
Summary of Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutions, by Laiqiao Qin et al.
Knowledge Distillation in Federated Learning: a Survey on Long Lasting Challenges and New Solutionsby Laiqiao…
Summary of Mobileaibench: Benchmarking Llms and Lmms For On-device Use Cases, by Rithesh Murthy et al.
MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Casesby Rithesh Murthy, Liangwei Yang, Juntao Tan,…
Summary of Distildoc: Knowledge Distillation For Visually-rich Document Applications, by Jordy Van Landeghem et al.
DistilDoc: Knowledge Distillation for Visually-Rich Document Applicationsby Jordy Van Landeghem, Subhajit Maity, Ayan Banerjee, Matthew…
Summary of Quantmoe-bench: Examining Post-training Quantization For Mixture-of-experts, by Pingzhi Li et al.
QuantMoE-Bench: Examining Post-Training Quantization for Mixture-of-Expertsby Pingzhi Li, Xiaolong Jin, Zhen Tan, Yu Cheng, Tianlong…
Summary of Slicing Mutual Information Generalization Bounds For Neural Networks, by Kimia Nadjahi et al.
Slicing Mutual Information Generalization Bounds for Neural Networksby Kimia Nadjahi, Kristjan Greenewald, Rickard Brüel Gabrielsson,…
Summary of Efficient Model Compression For Hierarchical Federated Learning, by Xi Zhu et al.
Efficient Model Compression for Hierarchical Federated Learningby Xi Zhu, Songcan Yu, Junbo Wang, Qinglin YangFirst…
Summary of Efficiency Optimization Of Large-scale Language Models Based on Deep Learning in Natural Language Processing Tasks, by Taiyuan Mei et al.
Efficiency optimization of large-scale language models based on deep learning in natural language processing tasksby…
Summary of Adakd: Dynamic Knowledge Distillation Of Asr Models Using Adaptive Loss Weighting, by Shreyan Ganguly et al.
AdaKD: Dynamic Knowledge Distillation of ASR models using Adaptive Loss Weightingby Shreyan Ganguly, Roshan Nayak,…
Summary of Characterizing the Accuracy — Efficiency Trade-off Of Low-rank Decomposition in Language Models, by Chakshu Moar et al.
Characterizing the Accuracy – Efficiency Trade-off of Low-rank Decomposition in Language Modelsby Chakshu Moar, Faraz…