Wasserstein Distributionally Robust Shallow Convex Neural Networksby Julien Pallage, Antoine Lesage-LandryFirst submitted to arxiv on:…
How Can Deep Neural Networks Fail Even With Global Optima?by Qingguang GuanFirst submitted to arxiv…
DC is all you need: describing ReLU from a signal processing standpointby Christodoulos Kechris, Jonathan…
SurvReLU: Inherently Interpretable Survival Analysis via Deep ReLU Networksby Xiaotong Sun, Peijie Qiu, Shengfan ZhangFirst…
A Channel Attention-Driven Hybrid CNN Framework for Paddy Leaf Disease Detectionby Pandiyaraju V, Shravan Venkatraman,…
NITRO-D: Native Integer-only Training of Deep Convolutional Neural Networksby Alberto Pirillo, Luca Colombo, Manuel RoveriFirst…
Deep Learning Activation Functions: Fixed-Shape, Parametric, Adaptive, Stochastic, Miscellaneous, Non-Standard, Ensembleby M. M. HammadFirst submitted…
Purification Of Contaminated Convolutional Neural Networks Via Robust Recovery: An Approach with Theoretical Guarantee in…
CAPM: Fast and Robust Verification on Maxpool-based CNN via Dual Networkby Jia-Hau Bai, Chi-Ting Liu,…
SwishReLU: A Unified Approach to Activation Functions for Enhanced Deep Neural Networks Performanceby Jamshaid Ul…