Collaborative Pareto Set Learning in Multiple Multi-Objective Optimization Problems

Collaborative Pareto Set Learning in Multiple Multi-Objective Optimization Problems

1 April 2024

Papers citing "Collaborative Pareto Set Learning in Multiple Multi-Objective Optimization Problems"

12 / 12 papers shown

Title
Pareto Front Shape-Agnostic Pareto Set Learning in Multi-Objective Optimization Rongguang Ye Longcan Chen Wei-Bin Kou Jinyuan Zhang H. Ishibuchi 64 0 0 11 Aug 2024
Improving Pareto Front Learning via Multi-Sample Hypernetworks L. P. Hoang Dung D. Le Tuan A. Tran Thang Tran Ngoc 66 24 0 02 Dec 2022
Pareto Set Learning for Expensive Multi-Objective Optimization Xi Lin Zhiyuan Yang Xiao-Yan Zhang Qingfu Zhang 67 58 0 16 Oct 2022
Pareto Set Learning for Neural Multi-objective Combinatorial Optimization Xi Lin Zhiyuan Yang Qingfu Zhang 59 68 0 29 Mar 2022
Scalable Pareto Front Approximation for Deep Multi-Objective Learning Michael Ruchte Josif Grabocka 57 59 0 24 Mar 2021
Learning the Pareto Front with Hypernetworks Aviv Navon Aviv Shamsian Gal Chechik Ethan Fetaya 99 142 0 08 Oct 2020
An Easy-to-use Real-world Multi-objective Optimization Problem Suite Ryoji Tanabe H. Ishibuchi 43 248 0 27 Sep 2020
End-to-End Multi-Task Learning with Attention Shikun Liu Edward Johns Andrew J. Davison CVBM 46 1,036 0 28 Mar 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks Zhao Chen Vijay Badrinarayanan Chen-Yu Lee Andrew Rabinovich ODL 117 1,273 0 07 Nov 2017
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 107 672 0 07 Sep 2016
Cross-stitch Networks for Multi-task Learning Ishan Misra Abhinav Shrivastava Abhinav Gupta M. Hebert 71 1,339 0 12 Apr 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.0K 149,474 0 22 Dec 2014