When and how CNNs generalize to out-of-distribution category-viewpoint combinations

15 July 2020

Papers citing "When and how CNNs generalize to out-of-distribution category-viewpoint combinations"

7 / 7 papers shown

Title
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? Shouwei Ruan Hanqin Liu Yao Huang Xiaoqi Wang Caixin Kang Hang Su Yinpeng Dong Xingxing Wei VGen 93 0 0 04 Dec 2024
WheelPose: Data Synthesis Techniques to Improve Pose Estimation Performance on Wheelchair Users William Huang Sam Ghahremani Siyou Pei Yang Zhang 32 3 0 25 Apr 2024
The Robustness Limits of SoTA Vision Models to Natural Variation Mark Ibrahim Q. Garrido Ari S. Morcos Diane Bouchacourt VLM 35 16 0 24 Oct 2022
Robust Self-Supervised Learning with Lie Groups Mark Ibrahim Diane Bouchacourt Ari S. Morcos SSL OOD 33 6 0 24 Oct 2022
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling Zhongang Cai Daxuan Ren Ailing Zeng Zhengyu Lin Tao Yu ... Fangzhou Hong Mingyuan Zhang Chen Change Loy Lei Yang Ziwei Liu 3DH 28 100 0 28 Apr 2022
Revisiting the Importance of Individual Units in CNNs via Ablation Bolei Zhou Yiyou Sun David Bau Antonio Torralba FAtt 54 116 0 07 Jun 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 294 10,216 0 16 Nov 2016