Robustness via Cross-Domain Ensembles

v1v2 (latest)

Robustness via Cross-Domain Ensembles

IEEE International Conference on Computer Vision (ICCV), 2021

19 March 2021

Oğuzhan Fatih Kar

ArXiv (abs)PDF HTML

Papers citing "Robustness via Cross-Domain Ensembles"

14 / 14 papers shown

Title
PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data Ayushi Sharma Johanna Trost Daniel Lusk Johannes Dollinger Julian Schrader ... Shyam S. Phartyal Lisa-Maricia Schwarz Anja Linstädter Maria Conceição Caldeira T. Kattenborn 32 0 0 10 Nov 2025
In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation Mohammad Mehdi Rastikerdar Jin Huang Hui Guan Deepak Ganesan 244 1 0 12 Sep 2024
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessIndustrial Conference on Data Mining (IDM), 2023 Yanzhao Wu Ka-Ho Chow Wenqi Wei Ling Liu FedML AAML UQCV 86 8 0 03 Oct 2023
Multi-Task Hypergraphs for Semi-supervised Learning using Earth Observations Mihai Cristian Pîrvu Alina Marcu A. Dobrescu N. Belbachir Marius Leordeanu 116 10 0 21 Aug 2023
Self-supervised Hypergraphs for Learning Multiple World Interpretations Alina Marcu Mihai Cristian Pîrvu Dragos Costea Emanuela Haller E. Slusanschi A. Belbachir Rahul Sukthankar Marius Leordeanu SSL 159 10 0 15 Aug 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 145 44 0 22 May 2023
Robust Deep Ensemble Method for Real-world Image DenoisingNeurocomputing (Neurocomputing), 2022 Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 154 12 0 08 Jun 2022
Diverse Weight Averaging for Out-of-Distribution GeneralizationNeural Information Processing Systems (NeurIPS), 2022 Alexandre Ramé Matthieu Kirchmeyer Thibaud Rahier A. Rakotomamonjy Patrick Gallinari Matthieu Cord OOD 409 153 0 19 May 2022
3D Common Corruptions and Data AugmentationComputer Vision and Pattern Recognition (CVPR), 2022 Oğuzhan Fatih Kar Teresa Yeo Andrei Atanov Amir Zamir 3DPC 254 133 0 02 Mar 2022
Auto-Lambda: Disentangling Dynamic Task Relationships Shikun Liu Stephen James Andrew J. Davison Edward Johns 224 91 0 07 Feb 2022
Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2022 Huifeng Yao Xiaowei Hu Xuelong Li 137 122 0 21 Jan 2022
Test time Adaptation through Perturbation Robustness Prabhu Teja Sivaprasad Franccois Fleuret TTA OOD 108 41 0 19 Oct 2021
Combining Diverse Feature Priors Saachi Jain Dimitris Tsipras Aleksander Madry 190 15 0 15 Oct 2021
Masksembles for Uncertainty EstimationComputer Vision and Pattern Recognition (CVPR), 2020 Nikita Durasov Timur M. Bagautdinov Pierre Baqué Pascal Fua OOD UQCV 158 95 0 15 Dec 2020