289 citations · 1.7k across the 90 of their papers we have counts for
4 papers · 2 filters
Data-Driven Prediction of Embryo Implantation Probability Using IVF Time-lapse Imaging
David H. Silver, Martin Feder, Yael Gold-Zamir +7
The process of fertilizing a human egg outside the body in order to help those suffering from infertility to conceive is known as in vitro fertilization (IVF). Despite being the mo…
HCM: Hardware-Aware Complexity Metric for Neural Network Architectures
Alex Karbachevsky, Chaim Baskin, Evgenii Zheltonozhskii +4
Convolutional Neural Networks (CNNs) have become common in many fields including computer vision, speech recognition, and natural language processing. Although CNN hardware acceler…
Colored Noise Injection for Training Adversarially Robust Neural Networks
Evgenii Zheltonozhskii, Chaim Baskin, Yaniv Nemcovsky +3
Even though deep learning has shown unmatched performance on various tasks, neural networks have been shown to be vulnerable to small adversarial perturbations of the input that le…
Robust Quantization: One Model to Rule Them All
Moran Shkolnik, Brian Chmiel, Ron Banner +4
Neural network quantization methods often involve simulating the quantization process during training, making the trained model highly dependent on the target bit-width and precise…