Summary of Lqer: Low-rank Quantization Error Reconstruction For Llms, by Cheng Zhang et al.
LQER: Low-Rank Quantization Error Reconstruction for LLMsby Cheng Zhang, Jianyi Cheng, George A. Constantinides, Yiren…
Summary of Bi-cryptonets: Leveraging Different-level Privacy For Encrypted Inference, by Man-jie Yuan et al.
Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inferenceby Man-Jie Yuan, Zheng Zou, Wei GaoFirst submitted to…
Summary of Class Incremental Learning with Probability Dampening and Cascaded Gated Classifier, by Jary Pomponi et al.
Class incremental learning with probability dampening and cascaded gated classifierby Jary Pomponi, Alessio Devoto, Simone…
Summary of Spiking Centernet: a Distillation-boosted Spiking Neural Network For Object Detection, by Lennard Bodden et al.
Spiking CenterNet: A Distillation-boosted Spiking Neural Network for Object Detectionby Lennard Bodden, Franziska Schwaiger, Duc…
Summary of Addressing Bias Through Ensemble Learning and Regularized Fine-tuning, by Ahmed Radwan et al.
Addressing Bias Through Ensemble Learning and Regularized Fine-Tuningby Ahmed Radwan, Layan Zaafarani, Jetana Abudawood, Faisal…
Summary of Epsd: Early Pruning with Self-distillation For Efficient Model Compression, by Dong Chen et al.
EPSD: Early Pruning with Self-Distillation for Efficient Model Compressionby Dong Chen, Ning Liu, Yichen Zhu,…
Summary of Scavenging Hyena: Distilling Transformers Into Long Convolution Models, by Tokiniaina Raharison Ralambomihanta et al.
Scavenging Hyena: Distilling Transformers into Long Convolution Modelsby Tokiniaina Raharison Ralambomihanta, Shahrad Mohammadzadeh, Mohammad Sami…
Summary of Tqcompressor: Improving Tensor Decomposition Methods in Neural Networks Via Permutations, by V. Abronin et al.
TQCompressor: improving tensor decomposition methods in neural networks via permutationsby V. Abronin, A. Naumov, D.…
Summary of Large Language Model Guided Knowledge Distillation For Time Series Anomaly Detection, by Chen Liu et al.
Large Language Model Guided Knowledge Distillation for Time Series Anomaly Detectionby Chen Liu, Shibo He,…
Summary of Communication-efficient Federated Learning Through Adaptive Weight Clustering and Server-side Distillation, by Vasileios Tsouvalas et al.
Communication-Efficient Federated Learning through Adaptive Weight Clustering and Server-Side Distillationby Vasileios Tsouvalas, Aaqib Saeed, Tanir…