no code implementations • 9 May 2020 • Saeed Saremi, Rupesh Srivastava
We test the theory on MNIST and we show that with a learned smoothed energy function and a linear classifier we can achieve provable $\ell_2$ robust accuracies that are competitive with empirical defenses.
no code implementations • 13 Apr 2015 • Xiaodong He, Rupesh Srivastava, Jianfeng Gao, Li Deng
The learned representations attempt to capture the combination of various visual concepts and cues.
1 code implementation • CVPR 2015 • Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
The language model learns from a set of over 400, 000 image descriptions to capture the statistics of word usage.
Ranked #1 on Image Captioning on COCO Captions test