Deep Koopman-layered Model with Universal Property Based on Toeplitz Matricesby Yuka Hashimoto, Tomoharu IwataFirst submitted…
Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-Training of Deep Networksby Siddharth Joshi, Jiayi…
Active Learning of Deep Neural Networks via Gradient-Free Cutting Planesby Erica Zhang, Fangzhao Zhang, Mert…
Deep Learning Alternatives of the Kolmogorov Superposition Theoremby Leonardo Ferreira Guilhoto, Paris PerdikarisFirst submitted to…
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learningby Jiaqing Xie, Yue Zhao, Tianfan…
Tuning Frequency Bias of State Space Modelsby Annan Yu, Dongwei Lyu, Soon Hoe Lim, Michael…
Kolmogorov-Arnold Network Autoencodersby Mohammadamin Moradi, Shirin Panahi, Erik Bollt, Ying-Cheng LaiFirst submitted to arxiv on:…
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarkingby Aakash Varma Nadimpalli, Ajita…
TAEGAN: Generating Synthetic Tabular Data For Data Augmentationby Jiayu Li, Zilong Zhao, Kevin Yee, Uzair…
On the expressiveness and spectral bias of KANsby Yixuan Wang, Jonathan W. Siegel, Ziming Liu,…