Summary of Layer-adaptive State Pruning For Deep State Space Models, by Minseon Gwak et al.
Layer-Adaptive State Pruning for Deep State Space Modelsby Minseon Gwak, Seongrok Moon, Joohwan Ko, PooGyeon…
Summary of Magnitude Pruning Of Large Pretrained Transformer Models with a Mixture Gaussian Prior, by Mingxuan Zhang et al.
Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian Priorby Mingxuan Zhang, Yan…
Summary of Efficient Model Compression For Bayesian Neural Networks, by Diptarka Saha et al.
Efficient Model Compression for Bayesian Neural Networksby Diptarka Saha, Zihe Liu, Feng LiangFirst submitted to…
Summary of Mutual Information Preserving Neural Network Pruning, by Charles Westphal et al.
Mutual Information Preserving Neural Network Pruningby Charles Westphal, Stephen Hailes, Mirco MusolesiFirst submitted to arxiv…
Summary of Copra: a Progressive Lora Training Strategy, by Zhan Zhuang et al.
CopRA: A Progressive LoRA Training Strategyby Zhan Zhuang, Xiequn Wang, Yulong Zhang, Wei Li, Yu…
Summary of The Impact Of Inference Acceleration on Bias Of Llms, by Elisabeth Kirsten et al.
The Impact of Inference Acceleration on Bias of LLMsby Elisabeth Kirsten, Ivan Habernal, Vedant Nanda,…
Summary of Uncovering Capabilities Of Model Pruning in Graph Contrastive Learning, by Junran Wu et al.
Uncovering Capabilities of Model Pruning in Graph Contrastive Learningby Junran Wu, Xueyuan Chen, Shangzhe LiFirst…
Summary of Dynamic Vocabulary Pruning in Early-exit Llms, by Jort Vincenti et al.
Dynamic Vocabulary Pruning in Early-Exit LLMsby Jort Vincenti, Karim Abdel Sadek, Joan Velja, Matteo Nulli,…
Summary of Pixelgaussian: Generalizable 3d Gaussian Reconstruction From Arbitrary Views, by Xin Fei et al.
PixelGaussian: Generalizable 3D Gaussian Reconstruction from Arbitrary Viewsby Xin Fei, Wenzhao Zheng, Yueqi Duan, Wei…
Summary of Lego: Language Model Building Blocks, by Shrenik Bhansali et al.
LEGO: Language Model Building Blocksby Shrenik Bhansali, Alwin Jin, Tyler Lizzo, Larry HeckFirst submitted to…