Do Image Classifiers Generalize Across Time?

Do Image Classifiers Generalize Across Time?

5 June 2019

Vaishaal Shankar

Rebecca Roelofs

Benjamin Recht

Papers citing "Do Image Classifiers Generalize Across Time?"

11 / 11 papers shown

Title
An interpretable approach to automating the assessment of biofouling in video footage Evelyn J. Mannix Bartholomew A. Woodham 96 0 0 17 Mar 2025
The PanAf-FGBG Dataset: Understanding the Impact of Backgrounds in Wildlife Behaviour Recognition Otto Brookes Maksim Kukushkin Majid Mirmehdi Colleen Stephens Paula Dieguez ... Lukas Boesch Thomas Schmid M. Arandjelovic H. Kühl T. Burghardt 61 0 0 28 Feb 2025
Unveiling AI's Blind Spots: An Oracle for In-Domain, Out-of-Domain, and Adversarial Errors Shuangpeng Han Mengmi Zhang 257 0 0 03 Oct 2024
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 372 3,778 0 11 Feb 2021
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 69 541 0 01 Jul 2020
Feature Denoising for Improving Adversarial Robustness Cihang Xie Yuxin Wu Laurens van der Maaten Alan Yuille Kaiming He 69 907 0 09 Dec 2018
Semantic Adversarial Examples Hossein Hosseini Radha Poovendran GAN AAML 63 198 0 16 Mar 2018
Video Object Detection with an Aligned Spatial-Temporal Memory Fanyi Xiao Yong Jae Lee 58 189 0 18 Dec 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 55 534 0 02 Feb 2017
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 59 3,863 0 30 Jun 2016
R-FCN: Object Detection via Region-based Fully Convolutional Networks Jifeng Dai Yi Li Kaiming He Jian Sun ObjD 69 5,627 0 20 May 2016