Summary of The Solution For the Aigc Inference Performance Optimization Competition, by Sishun Pan et al.
The Solution for the AIGC Inference Performance Optimization Competitionby Sishun Pan, Haonan Xu, Zhonghua Wan,…
Summary of The Impact Of Quantization and Pruning on Deep Reinforcement Learning Models, by Heng Lu et al.
The Impact of Quantization and Pruning on Deep Reinforcement Learning Modelsby Heng Lu, Mehdi Alemi,…
Summary of Isomorphic Pruning For Vision Models, by Gongfan Fang et al.
Isomorphic Pruning for Vision Modelsby Gongfan Fang, Xinyin Ma, Michael Bi Mi, Xinchao WangFirst submitted…
Summary of Layershuffle: Enhancing Robustness in Vision Transformers by Randomizing Layer Execution Order, By Matthias Freiberger et al.
LayerShuffle: Enhancing Robustness in Vision Transformers by Randomizing Layer Execution Orderby Matthias Freiberger, Peter Kun,…
Summary of Functional Faithfulness in the Wild: Circuit Discovery with Differentiable Computation Graph Pruning, by Lei Yu et al.
Functional Faithfulness in the Wild: Circuit Discovery with Differentiable Computation Graph Pruningby Lei Yu, Jingcheng…
Summary of An Efficient Framework For Crediting Data Contributors Of Diffusion Models, by Chris Lin et al.
An Efficient Framework for Crediting Data Contributors of Diffusion Modelsby Chris Lin, Mingyu Lu, Chanwoo…
Summary of Joint Pruning and Channel-wise Mixed-precision Quantization For Efficient Deep Neural Networks, by Beatrice Alessandra Motetti et al.
Joint Pruning and Channel-wise Mixed-Precision Quantization for Efficient Deep Neural Networksby Beatrice Alessandra Motetti, Matteo…
Summary of Efficient Expert Pruning For Sparse Mixture-of-experts Language Models: Enhancing Performance and Reducing Inference Costs, by Enshu Liu et al.
Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costsby Enshu…
Summary of Efficient Automated Circuit Discovery in Transformers Using Contextual Decomposition, by Aliyah R. Hsu et al.
Efficient Automated Circuit Discovery in Transformers using Contextual Decompositionby Aliyah R. Hsu, Georgia Zhou, Yeshwanth…
Summary of Reliable Edge Machine Learning Hardware For Scientific Applications, by Tommaso Baldi (1 and 2) et al.
Reliable edge machine learning hardware for scientific applicationsby Tommaso Baldi, Javier Campos, Ben Hawks, Jennifer…