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mode connectivity

17 papers

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Co-occurring keywords

loss landscape (149) neural network (6616) neural network optimization (1293) weight permutation (8) stochastic gradient descent (1091) deep network (152) loss surface (22) deep ensemble (52) linear mode connectivity (7) deep neural network (1803)

Papers

Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024
Federated Learning over Connected Modes NIPS 2024
Optimizing Mode Connectivity for Class Incremental Learning ICML 2023
Mechanistic Mode Connectivity ICML 2023
Traversing Between Modes in Function Space for Fast Ensembling ICML 2023
Re-Basin via Implicit Sinkhorn Differentiation CVPR 2023
Mode Connectivity in Auction Design NIPS 2023
Recyclable Tuning for Continual Pre-training ACL 2023
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry ICML 2022
Towards Better Plasticity-Stability Trade-Off in Incremental Learning: A Simple Linear Connector CVPR 2022
Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022
Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling ICML 2021
When Are Solutions Connected in Deep Networks? NIPS 2021
Optimizing Mode Connectivity via Neuron Alignment NIPS 2020
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets NIPS 2019
Large Scale Structure of Neural Network Loss Landscapes NIPS 2019
Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs NIPS 2018