Search All 2022 Events
 

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Poster
Wed 9:00 JAHS-Bench-201: A Foundation For Research On Joint Architecture And Hyperparameter Search
Archit Bansal · Danny Stoll · Maciej Janowski · Arber Zela · Frank Hutter
Workshop
Preference-Aware Constrained Multi-Objective Bayesian Optimization
Alaleh Ahmadianshalchi · Syrine Belakaria · Janardhan Rao Doppa
Workshop
Fri 12:00 Surrogate-Assisted Evolutionary Multi-Objective Optimization for Hardware Design Space Exploration
Renzhi Chen
Workshop
Surrogate-Assisted Evolutionary Multi-Objective Optimization for Hardware Design Space Exploration
Renzhi Chen · Ke Li
Poster
Tue 9:00 On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond
Shiji Zhou · Wenpeng Zhang · Jiyan Jiang · Wenliang Zhong · Jinjie GU · Wenwu Zhu
Poster
Joint Entropy Search for Multi-Objective Bayesian Optimization
Ben Tu · Axel Gandy · Nikolas Kantas · Behrang Shafei
Workshop
Multi-Objective GFlowNets
Moksh Jain · Sharath Chandra Raparthy · Alex Hernandez-Garcia · Jarrid Rector-Brooks · Yoshua Bengio · Santiago Miret · Emmanuel Bengio
Poster
Tue 14:00 Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning
Ruida Zhou · Tao Liu · Dileep Kalathil · P. R. Kumar · Chao Tian
Workshop
Preference-Aware Constrained Multi-Objective Bayesian Optimization For Analog Circuit Design
Alaleh Ahmadianshalchi · Syrine Belakaria · Jana Doppa
Poster
Wed 14:00 Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns
Laurynas Karazija · Subhabrata Choudhury · Iro Laina · Christian Rupprecht · Andrea Vedaldi
Affinity Workshop
Multi-objective Bayesian Optimization with Heuristic Objectives for Biomedical and Molecular Data Analysis Workflows
Alina Selega · Kieran Campbell
Poster
Segmenting Moving Objects via an Object-Centric Layered Representation
Junyu Xie · Weidi Xie · Andrew Zisserman