1.4k citations · 4.4k across the 74 of their papers we have counts for
5 papers · 1 filter
Overparametrization improves robustness against adversarial attacks: A replication study
Ali Borji
Overparametrization has become a de facto standard in machine learning. Despite numerous efforts, our understanding of how and where overparametrization helps model accuracy and ro…
Pros and Cons of GAN Evaluation Measures: New Developments
Ali Borji
This work is an update of a previous paper on the same topic published a few years ago. With the dramatic progress in generative modeling, a suite of new quantitative and qualitati…
A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories
Zhaohui Che, Ali Borji, Guangtao Zhai +3
Deep neural networks are vulnerable to adversarial attacks.
Improving Sequential Determinantal Point Processes for Supervised Video Summarization
Aidean Sharghi, Ali Borji, Chengtao Li +2
It is now much easier than ever before to produce videos. While the ubiquitous video data is a great source for information discovery and extraction, the computational challenges a…
Human-like Clustering with Deep Convolutional Neural Networks
Ali Borji, Aysegul Dundar
Classification and clustering have been studied separately in machine learning and computer vision. Inspired by the recent success of deep learning models in solving various vision…