Summary of Effect Of Ambient-intrinsic Dimension Gap on Adversarial Vulnerability, by Rajdeep Haldar et al.
Effect of Ambient-Intrinsic Dimension Gap on Adversarial Vulnerabilityby Rajdeep Haldar, Yue Xing, Qifan SongFirst submitted…
Summary of A&b Bnn: Add&bit-operation-only Hardware-friendly Binary Neural Network, by Ruichen Ma et al.
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Networkby Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng,…
Summary of How Well Can Transformers Emulate In-context Newton’s Method?, by Angeliki Giannou et al.
How Well Can Transformers Emulate In-context Newton’s Method?by Angeliki Giannou, Liu Yang, Tianhao Wang, Dimitris…
Summary of Stochastic Gradient Descent For Streaming Linear and Rectified Linear Systems with Adversarial Corruptions, by Halyun Jeong et al.
Stochastic gradient descent for streaming linear and rectified linear systems with adversarial corruptionsby Halyun Jeong,…
Summary of Parallel Algorithms For Exact Enumeration Of Deep Neural Network Activation Regions, by Sabrina Drammis et al.
Parallel Algorithms for Exact Enumeration of Deep Neural Network Activation Regionsby Sabrina Drammis, Bowen Zheng,…
Summary of Deep Neural Network Initialization with Sparsity Inducing Activations, by Ilan Price et al.
Deep Neural Network Initialization with Sparsity Inducing Activationsby Ilan Price, Nicholas Daultry Ball, Samuel C.H.…
Summary of On Minimal Depth in Neural Networks, by Juan L. Valerdi
On Minimal Depth in Neural Networksby Juan L. ValerdiFirst submitted to arxiv on: 23 Feb…
Summary of Prosparse: Introducing and Enhancing Intrinsic Activation Sparsity Within Large Language Models, by Chenyang Song et al.
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Modelsby Chenyang Song, Xu Han,…
Summary of The Effect Of Leaky Relus on the Training and Generalization Of Overparameterized Networks, by Yinglong Guo et al.
The effect of Leaky ReLUs on the training and generalization of overparameterized networksby Yinglong Guo,…
Summary of Generative Kaleidoscopic Networks, by Harsh Shrivastava
Generative Kaleidoscopic Networksby Harsh ShrivastavaFirst submitted to arxiv on: 19 Feb 2024CategoriesMain: Machine Learning (cs.LG)Secondary:…