1 citations · 2 across the 8 of their papers we have counts for
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Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs
Nimrod Shabtay, Moshe Kimhi, Artem Spector +5
Vision-language models (VLMs) typically process images at a native high-resolution, forcing a trade-off between accuracy and computational efficiency: high-resolution inputs captur…
Smooth regularization for efficient video recognition
Gil Goldman, Raja Giryes, Mahadev Satyanarayanan
We propose a smooth regularization technique that instills a strong temporal inductive bias in video recognition models, particularly benefiting lightweight architectures. Our meth…
DifuzCam: Replacing Camera Lens with a Mask and a Diffusion Model
Erez Yosef, Raja Giryes
The flat lensless camera design reduces the camera size and weight significantly. In this design, the camera lens is replaced by another optical element that interferes with the in…
Tell Me What You See: Text-Guided Real-World Image Denoising
Erez Yosef, Raja Giryes
Image reconstruction from noisy sensor measurements is challenging and many methods have been proposed for it. Yet, most approaches focus on learning robust natural image priors wh…