Summary of Layer Pruning with Consensus: a Triple-win Solution, by Leandro Giusti Mugnaini et al.
Layer Pruning with Consensus: A Triple-Win Solutionby Leandro Giusti Mugnaini, Carolina Tavares Duarte, Anna H.…
Summary of Automixq: Self-adjusting Quantization For High Performance Memory-efficient Fine-tuning, by Changhai Zhou et al.
AutoMixQ: Self-Adjusting Quantization for High Performance Memory-Efficient Fine-Tuningby Changhai Zhou, Shiyang Zhang, Yuhua Zhou, Zekai…
Summary of Data Pruning in Generative Diffusion Models, by Rania Briq et al.
Data Pruning in Generative Diffusion Modelsby Rania Briq, Jiangtao Wang, Stefan KesselheimFirst submitted to arxiv…
Summary of Detrigger: a Gradient-centric Approach to Backdoor Attack Mitigation in Federated Learning, by Kichang Lee et al.
DeTrigger: A Gradient-Centric Approach to Backdoor Attack Mitigation in Federated Learningby Kichang Lee, Yujin Shin,…
Summary of Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-value-based Pruning, by Brian B. Moser et al.
Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruningby Brian B. Moser,…
Summary of Redtest: Towards Measuring Redundancy in Deep Neural Networks Effectively, by Yao Lu et al.
RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectivelyby Yao Lu, Peixin Zhang, Jingyi Wang,…
Summary of Continuous Gnn-based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning, by Sanggeon Yun et al.
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learningby Sanggeon Yun, Ryozo…
Summary of Complexity-aware Training Of Deep Neural Networks For Optimal Structure Discovery, by Valentin Frank Ingmar Guenter and Athanasios Sideris
Complexity-Aware Training of Deep Neural Networks for Optimal Structure Discoveryby Valentin Frank Ingmar Guenter, Athanasios…
Summary of Ghost-connect Net: a Generalization-enhanced Guidance For Sparse Deep Networks Under Distribution Shifts, by Mary Isabelle Wisell et al.
Ghost-Connect Net: A Generalization-Enhanced Guidance For Sparse Deep Networks Under Distribution Shiftsby Mary Isabelle Wisell,…
Summary of Owled: Outlier-weighed Layerwise Pruning For Efficient Autonomous Driving Framework, by Jiaxi Li et al.
OWLed: Outlier-weighed Layerwise Pruning for Efficient Autonomous Driving Frameworkby Jiaxi Li, Lu Yin, Xilu WangFirst…