A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation

28 February 2024

Papers citing "A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation"

22 / 22 papers shown

Title
Test-Time Training on Video Streams Renhao Wang Yu Sun Yossi Gandelsman Xinlei Chen Alexei A. Efros Alexei A. Efros Xiaolong Wang TTA ViT 3DGS 86 18 0 11 Jul 2023
On the Robustness of 3D Object Detectors Fatima Albreiki Sultan Abughazal Jean Lahoud Rao Anwer Hisham Cholakkal Fahad Shahbaz Khan 3DPC 34 6 0 20 Jul 2022
How Robust are Discriminatively Trained Zero-Shot Learning Models? M. K. Yucel R. G. Cinbis Pinar Duygulu 46 14 0 26 Jan 2022
PRIME: A few primitives can boost robustness to common corruptions Apostolos Modas Rahul Rade Guillermo Ortiz-Jiménez Seyed-Mohsen Moosavi-Dezfooli P. Frossard AAML 44 44 0 27 Dec 2021
Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain Guangyao Chen Peixi Peng Li Ma Jia Li Lin Du Yonghong Tian AAML OOD 44 95 0 19 Aug 2021
Road Scenes Segmentation Across Different Domains by Disentangling Latent Representations F. Barbato Umberto Michieli Marco Toldo Pietro Zanuttigh 61 8 0 06 Aug 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation F. Barbato Marco Toldo Umberto Michieli Pietro Zanuttigh 56 20 0 06 Apr 2021
Towards Unsupervised Deep Image Enhancement with Generative Adversarial Network Zhangkai Ni Wenhan Yang Shiqi Wang Lin Ma Sam Kwong GAN 63 105 0 30 Dec 2020
Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks Yaniv Yacoby Weiwei Pan Finale Doshi-Velez CML DRL 55 25 0 14 Jul 2020
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization Dan Hendrycks Steven Basart Norman Mu Saurav Kadavath Frank Wang ... Samyak Parajuli Mike Guo D. Song Jacob Steinhardt Justin Gilmer OOD 280 1,715 0 29 Jun 2020
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation Runfa Chen Wenbing Huang B. Huang F. Sun Bin Fang 61 165 0 29 Feb 2020
Generalized Octave Convolutions for Learned Multi-Frequency Image Compression Mohammad Akbari Jie Liang Jingning Han Chengjie Tu 44 19 0 24 Feb 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 145 826 0 31 Dec 2019
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 108 1,764 0 24 May 2018
Detecting Adversarial Samples from Artifacts Reuben Feinman Ryan R. Curtin S. Shintre Andrew B. Gardner AAML 84 892 0 01 Mar 2017
On the (Statistical) Detection of Adversarial Examples Kathrin Grosse Praveen Manoharan Nicolas Papernot Michael Backes Patrick McDaniel AAML 70 710 0 21 Feb 2017
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 305 7,410 0 02 Dec 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 826 11,540 0 06 Apr 2016
LLNet: A Deep Autoencoder Approach to Natural Low-light Image Enhancement Kin Gwn Lore Adedotun Akintayo Soumik Sarkar 38 1,446 0 12 Nov 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.2K 99,991 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.3K 39,383 0 01 Sep 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 211 14,831 1 21 Dec 2013