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OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations
3 December 2024
Caixin Kang
Yubo Chen
Shouwei Ruan
Shiji Zhao
Ruochen Zhang
Jiayi Wang
Shan Fu
Xingxing Wei
CVBM
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Papers citing
"OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations"
42 / 42 papers shown
Can MLLMs Read the Room? A Multimodal Benchmark for Assessing Deception in Multi-Party Social Interactions
Caixin Kang
Yifei Huang
Liangyang Ouyang
Mingfang Zhang
Ruicong Liu
Yoichi Sato
175
0
0
20 Nov 2025
TopoFR: A Closer Look at Topology Alignment on Face Recognition
Neural Information Processing Systems (NeurIPS), 2024
Jun Dan
Wenshu Fan
Jiankang Deng
Haoyu Xie
Siyuan Li
Baigui Sun
Shan Luo
CVBM
531
20
0
14 Oct 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark
Li Lin
Santosh
Xin Eric Wang
Shu Hu
Shu Hu
EGVM
815
35
0
02 Jun 2024
TransFace++: Rethinking the Face Recognition Paradigm with a Focus on Accuracy, Efficiency, and Security
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Jun Dan
Yang Liu
Haoyu Xie
Jiankang Deng
H. Xie
ViT
431
36
0
20 Aug 2023
Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving
Computer Vision and Pattern Recognition (CVPR), 2023
Yinpeng Dong
Cai Kang
Jinlai Zhang
Zijian Zhu
Yikai Wang
Xiaohu Yang
Hang Su
Xingxing Wei
Jun Zhu
3DPC
271
162
0
20 Mar 2023
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAG
MLLM
5.3K
23,929
0
15 Mar 2023
Towards Robust Blind Face Restoration with Codebook Lookup Transformer
Neural Information Processing Systems (NeurIPS), 2022
Shangchen Zhou
Kelvin C. K. Chan
Chongyi Li
Chen Change Loy
CVBM
357
344
0
22 Jun 2022
AdaFace: Quality Adaptive Margin for Face Recognition
Computer Vision and Pattern Recognition (CVPR), 2022
Minchul Kim
Anil K. Jain
Xiaoming Liu
CVBM
483
610
0
03 Apr 2022
BEVFormer: Learning Bird's-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers
European Conference on Computer Vision (ECCV), 2022
Zhiqi Li
Wenhai Wang
Hongyang Li
Enze Xie
Chonghao Sima
Tong Lu
Qiao Yu
Jifeng Dai
813
1,857
0
31 Mar 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions
International Conference on Machine Learning (ICML), 2022
Jiawei Ren
Liang Pan
Ziwei Liu
3DPC
540
114
0
07 Feb 2022
Benchmarking Robustness of 3D Point Cloud Recognition Against Common Corruptions
Jiachen Sun
Qingzhao Zhang
B. Kailkhura
Zhiding Yu
Chaowei Xiao
Z. Morley Mao
3DPC
257
115
0
28 Jan 2022
ElasticFace: Elastic Margin Loss for Deep Face Recognition
Fadi Boutros
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
CVBM
451
285
0
20 Sep 2021
Pivotal Tuning for Latent-based Editing of Real Images
ACM Transactions on Graphics (TOG), 2021
Daniel Roich
Ron Mokady
Amit H. Bermano
Daniel Cohen-Or
DiffM
500
610
0
10 Jun 2021
Image-to-image Translation via Hierarchical Style Disentanglement
Computer Vision and Pattern Recognition (CVPR), 2021
Xinyang Li
Shengchuan Zhang
Jie Hu
Liujuan Cao
Xiaopeng Hong
Xudong Mao
Feiyue Huang
Yongjian Wu
Rongrong Ji
VLM
231
155
0
02 Mar 2021
Towards Real-World Blind Face Restoration with Generative Facial Prior
Computer Vision and Pattern Recognition (CVPR), 2021
Xintao Wang
Yu Li
Honglun Zhang
Ying Shan
CVBM
523
609
0
11 Jan 2021
RobFR: Benchmarking Adversarial Robustness on Face Recognition
Xiao Yang
Dingcheng Yang
Yinpeng Dong
Hang Su
Wenjian Yu
Jun Zhu
AAML
341
20
0
08 Jul 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification
Rohan Taori
Achal Dave
Vaishaal Shankar
Nicholas Carlini
Benjamin Recht
Ludwig Schmidt
OOD
830
666
0
01 Jul 2020
GANSpace: Discovering Interpretable GAN Controls
Neural Information Processing Systems (NeurIPS), 2020
Erik Härkönen
Aaron Hertzmann
J. Lehtinen
Sylvain Paris
867
1,009
0
06 Apr 2020
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming
Claudio Michaelis
Benjamin Mitzkus
Robert Geirhos
E. Rusak
Oliver Bringmann
Alexander S. Ecker
Matthias Bethge
Wieland Brendel
3DPC
423
537
0
17 Jul 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations
Dan Hendrycks
Thomas G. Dietterich
OOD
VLM
3.0K
4,267
0
28 Mar 2019
Theoretically Principled Trade-off between Robustness and Accuracy
Hongyang R. Zhang
Yaodong Yu
Jiantao Jiao
Eric Xing
L. Ghaoui
Sai Li
957
2,968
0
24 Jan 2019
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness
Robert Geirhos
Patricia Rubisch
Claudio Michaelis
Matthias Bethge
Felix Wichmann
Wieland Brendel
1.0K
3,070
0
29 Nov 2018
Generalisation in humans and deep neural networks
Robert Geirhos
Carlos R. Medina Temme
Jonas Rauber
Heiko H. Schutt
Matthias Bethge
Felix Wichmann
OOD
515
672
0
27 Aug 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design
Ningning Ma
Xiangyu Zhang
Haitao Zheng
Jian Sun
648
6,207
0
30 Jul 2018
MobileFaceNets: Efficient CNNs for Accurate Real-Time Face Verification on Mobile Devices
Chinese Conference on Biometric Recognition (CCBR), 2018
Sheng Chen
Yang Liu
Yantao Du
Zhen Han
CVBM
3DH
705
670
0
20 Apr 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition
Haobo Wang
Yitong Wang
Zheng Zhou
Xing Ji
Dihong Gong
Jin Zhou
Zhifeng Li
Wei Liu
CVBM
MQ
1.6K
2,910
0
29 Jan 2018
Additive Margin Softmax for Face Verification
Feng Wang
Weiyang Liu
Haijun Liu
Jian Cheng
CVBM
796
1,354
0
17 Jan 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks
Mark Sandler
Andrew G. Howard
Menglong Zhu
A. Zhmoginov
Liang-Chieh Chen
3.7K
23,982
0
13 Jan 2018
Mitigating Adversarial Effects Through Randomization
Cihang Xie
Jianyu Wang
Zhishuai Zhang
Zhou Ren
Alan Yuille
AAML
611
1,183
0
06 Nov 2017
VGGFace2: A dataset for recognising faces across pose and age
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2017
Qiong Cao
Li Shen
Weidi Xie
Omkar M. Parkhi
Andrew Zisserman
CVBM
1.7K
3,003
0
23 Oct 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
Xiangyu Zhang
Xinyu Zhou
Mengxiao Lin
Jian Sun
AI4TS
1.2K
8,233
0
04 Jul 2017
Towards Deep Learning Models Resistant to Adversarial Attacks
Aleksander Madry
Aleksandar Makelov
Ludwig Schmidt
Dimitris Tsipras
Adrian Vladu
SILM
OOD
2.2K
14,491
0
19 Jun 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition
Weiyang Liu
Yandong Wen
Zhiding Yu
Ming Li
Bhiksha Raj
Le Song
CVBM
1.7K
3,033
0
26 Apr 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
1.6K
24,557
0
17 Apr 2017
Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks
Weilin Xu
David Evans
Yanjun Qi
AAML
412
1,616
0
04 Apr 2017
A study of the effect of JPG compression on adversarial images
Gintare Karolina Dziugaite
Zoubin Ghahramani
Daniel M. Roy
AAML
337
598
0
02 Aug 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition
Yandong Guo
Lei Zhang
Yuxiao Hu
Xiaodong He
Jianfeng Gao
CVBM
949
2,157
0
27 Jul 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Kaipeng Zhang
Zhanpeng Zhang
Zhifeng Li
Yu Qiao
CVBM
625
5,541
0
11 Apr 2016
Deep Residual Learning for Image Recognition
Kaiming He
Xinming Zhang
Shaoqing Ren
Jian Sun
MedIm
4.2K
226,071
0
10 Dec 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering
Florian Schroff
Dmitry Kalenichenko
James Philbin
3DH
1.4K
14,695
0
12 Mar 2015
Explaining and Harnessing Adversarial Examples
International Conference on Learning Representations (ICLR), 2014
Ian Goodfellow
Jonathon Shlens
Christian Szegedy
AAML
GAN
2.0K
21,884
0
20 Dec 2014
Intriguing properties of neural networks
International Conference on Learning Representations (ICLR), 2013
Christian Szegedy
Wojciech Zaremba
Ilya Sutskever
Joan Bruna
D. Erhan
Ian Goodfellow
Rob Fergus
AAML
1.4K
16,393
1
21 Dec 2013
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