Research on Optimizing Real-Time Data Processing in High-Frequency Trading Algorithms using Machine Learningby Yuxin Fan,…
Token Cropr: Faster ViTs for Quite a Few Tasksby Benjamin Bergner, Christoph Lippert, Aravindh MahendranFirst…
Is Oracle Pruning the True Oracle?by Sicheng Feng, Keda Tao, Huan WangFirst submitted to arxiv…
Pruning Deep Convolutional Neural Network Using Conditional Mutual Informationby Tien Vu-Van, Dat Du Thanh, Nguyen…
Preserving Deep Representations In One-Shot Pruning: A Hessian-Free Second-Order Optimization Frameworkby Ryan Lucas, Rahul MazumderFirst…
Scalable iterative pruning of large language and vision models using block coordinate descentby Gili Rosenberg,…
CLOVER: Cross-Layer Orthogonal Vectors Pruning and Fine-Tuningby Fanxu Meng, Pingzhi Tang, Fan jiang, Muhan ZhangFirst…
Reassessing Layer Pruning in LLMs: New Insights and Methodsby Yao Lu, Hao Cheng, Yujie Fang,…
Efficient Pruning of Text-to-Image Models: Insights from Pruning Stable Diffusionby Samarth N Ramesh, Zhixue ZhaoFirst…
DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Modelsby Keda Tao, Can Qin,…