Exploiting Problem Structure in Deep Declarative Networks: Two Case Studies

24 February 2022

Papers citing "Exploiting Problem Structure in Deep Declarative Networks: Two Case Studies"

6 / 6 papers shown

Title
Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame Evan Markou Thalaiyasingam Ajanthan Stephen Gould 26 0 0 02 Nov 2024
PMaF: Deep Declarative Layers for Principal Matrix Features Zhiwei Xu Hao Wang Yanbin Liu Stephen Gould 13 1 0 26 Jun 2023
Towards Understanding Gradient Approximation in Equality Constrained Deep Declarative Networks Stephen Gould Mingle Xu Zhiwei Xu Yanbin Liu 9 0 0 24 Jun 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 38 12 0 08 May 2023
Regularized Optimal Transport Layers for Generalized Global Pooling Operations Hongteng Xu Minjie Cheng 30 4 0 13 Dec 2022
Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization Quan-Wu Xiao Han Shen W. Yin Tianyi Chen 13 8 0 14 Nov 2022