Effects of Degradations on Deep Neural Network Architectures

Effects of Degradations on Deep Neural Network Architectures

26 July 2018

Subhankar Ghosh

Saumik Bhattacharya

Papers citing "Effects of Degradations on Deep Neural Network Architectures"

17 / 17 papers shown

Title
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning Yanbiao Ma Wei-Ming Dai Wenke Huang Jiayi Chen 123 0 0 09 Mar 2025
Towards Federated Domain Unlearning: Verification Methodologies and Challenges Kahou Tam Kewei Xu Li Li Huazhu Fu MU 43 1 0 05 Jun 2024
Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity Yuhang Chen Wenke Huang Mang Ye FedML 51 16 0 26 May 2024
How much data do I need? A case study on medical data Ayse Betul Cengiz A. Mcgough 24 2 0 26 Nov 2023
Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme Jianhao Huang Dongxu Li Chenyu Huang Xiaoqi Qin Wei Zhang 33 31 0 27 Feb 2023
Impact of Video Compression on the Performance of Object Detection Systems for Surveillance Applications Michael O'Byrne Anil Vibhoothi M. Sugrue Kokaram 33 4 0 10 Nov 2022
Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers Zi-Chen Liang Matteo Sesia Wenguang Sun OODD 33 20 0 23 Aug 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning F. Wenzel Andrea Dittadi Peter V. Gehler Carl-Johann Simon-Gabriel Max Horn ... Chris Russell Thomas Brox Bernt Schiele Bernhard Schölkopf Francesco Locatello OOD OODD AAML 67 71 0 19 Jul 2022
Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Cian Eastwood I. Mason Christopher K. I. Williams Bernhard Schölkopf TTA 30 51 0 12 Jul 2021
A Structured Analysis of the Video Degradation Effects on the Performance of a Machine Learning-enabled Pedestrian Detector C. Berger 16 1 0 30 Jun 2021
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization Lixu Wang Shichao Xu Ruiqi Xu Tianlin Li Qi Zhu AAML 19 45 0 13 Jun 2021
Fidelity Estimation Improves Noisy-Image Classification With Pretrained Networks Xiaoyu Lin Deblina Bhattacharjee Majed El Helou Sabine Süsstrunk 23 6 0 01 Jun 2021
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks Junyu Chen Ye Li L. Luna H. Chung S. Rowe Yong Du L. Solnes Eric C. Frey 18 19 0 17 Apr 2021
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality Francesco Ponzio Enrico Macii E. Ficarra S. D. Cataldo 30 4 0 24 Mar 2021
On Robustness and Transferability of Convolutional Neural Networks Josip Djolonga Jessica Yung Michael Tschannen Rob Romijnders Lucas Beyer ... D. Moldovan Sylvain Gelly N. Houlsby Xiaohua Zhai Mario Lucic OOD 13 154 0 16 Jul 2020
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future Grace W. Lindsay MedIm 37 424 0 20 Jan 2020
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 368 5,849 0 08 Jul 2016