3 papers
cs.LG2025
Coordinate Descent for Network Linearization
Vlad Rakhlin, Amir Jevnisek, Shai Avidan
ReLU activations are the main bottleneck in Private Inference that is based on ResNet networks. This is because they incur significant inference latency. Reducing ReLU count is a d…
cs.CV2024
Memories of Forgotten Concepts
Matan Rusanovsky, Shimon Malnick, Amir Jevnisek +2
Diffusion models dominate the space of text-to-image generation, yet they may produce undesirable outputs, including explicit content or private data. To mitigate this, concept abl…
cs.CV2022
Aggregating Layers for Deepfake Detection
Amir Jevnisek, Shai Avidan
The increasing popularity of facial manipulation (Deepfakes) and synthetic face creation raises the need to develop robust forgery detection solutions. Crucially, most work in this…