Publications
Set-based Neural Network Encoding Without Weight Tying
Bruno Andreis, Soro Bedionita, Philip Torr, Sung Ju Hwang
NeurIPS 2024 (To Appear)
Diffusion-based Neural Network Weights Generation
Bedionita Soro*, Bruno Andreis*, Hayeon Lee*, Song Chong, Frank Hutter, Sung Ju Hwang (*: Equal Contribution)
Preprint
Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation
Jeffrey Willette*, Seanie Lee*, Bruno Andreis, Kenji Kawaguchi, Juho Lee and Sung Ju Hwang (*: Equal Contribution)
ICML 2023
Set-based Meta-Interpolation for Few-Task Meta-Learning
Seanie Lee*, Bruno Andreis*, Kenji Kawaguchi, Juho Lee, Sung Ju Hwang (*: Equal Contribution)
NeurIPS 2022
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation
Hyunsu Rhee, Dongchan Min, Sunil Hwang, Bruno Andreis, Sung Ju Hwang
NeurIPS 2022 Machine Learning for Autonomous Driving Workshop
Set Based Stochastic Subsampling
Bruno Andreis, Seanie Lee, A. Tuan Nguyen, Juho Lee, Eunho Yang, Sung Ju Hwang
ICML 2022
Mini-Batch Consistent Slot Set Encoder for Scalable Set Encoding
Bruno Andreis, Jeffrey Willette, Juho Lee, Sung Ju Hwang
NeurIPS 2021
Video Object Detection and Segmentation
Bruno Andreis
Master's Thesis 2020
Dynamic Detection-Tracking Switching
Bruno Andries, Junhyeon Park, SungJu Hwang, Minwoo Kim
ICUFN 2018