Summary of Magnitude-based Neuron Pruning For Backdoor Defens, by Nan Li and Haoyu Jiang and Ping Yi
Magnitude-based Neuron Pruning for Backdoor Defensby Nan Li, Haoyu Jiang, Ping YiFirst submitted to arxiv…
Summary of Rethinking Pruning For Backdoor Mitigation: An Optimization Perspective, by Nan Li and Haiyang Yu and Ping Yi
Rethinking Pruning for Backdoor Mitigation: An Optimization Perspectiveby Nan Li, Haiyang Yu, Ping YiFirst submitted…
Summary of Subspace Node Pruning, by Joshua Offergeld et al.
Subspace Node Pruningby Joshua Offergeld, Marcel van Gerven, Nasir AhmadFirst submitted to arxiv on: 26…
Summary of Effective Layer Pruning Through Similarity Metric Perspective, by Ian Pons et al.
Effective Layer Pruning Through Similarity Metric Perspectiveby Ian Pons, Bruno Yamamoto, Anna H. Reali Costa,…
Summary of A Provably Effective Method For Pruning Experts in Fine-tuned Sparse Mixture-of-experts, by Mohammed Nowaz Rabbani Chowdhury et al.
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Expertsby Mohammed Nowaz Rabbani Chowdhury,…
Summary of Spp: Sparsity-preserved Parameter-efficient Fine-tuning For Large Language Models, by Xudong Lu et al.
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Modelsby Xudong Lu, Aojun Zhou, Yuhui Xu, Renrui…
Summary of Basis Selection: Low-rank Decomposition Of Pretrained Large Language Models For Target Applications, by Yang Li et al.
Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applicationsby Yang Li, Changsheng…
Summary of Learning Accurate and Interpretable Decision Trees, by Maria-florina Balcan and Dravyansh Sharma
Learning accurate and interpretable decision treesby Maria-Florina Balcan, Dravyansh SharmaFirst submitted to arxiv on: 24…
Summary of Dissecting the Interplay Of Attention Paths in a Statistical Mechanics Theory Of Transformers, by Lorenzo Tiberi et al.
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformersby Lorenzo Tiberi,…
Summary of A Rescaling-invariant Lipschitz Bound Based on Path-metrics For Modern Relu Network Parameterizations, by Antoine Gonon et al.
A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizationsby Antoine Gonon, Nicolas…