39 citations · 49 across the 6 of their papers we have counts for
6 papers
A Comparative Study of Vision Transformers and CNNs for Few-Shot Rigid Transformation and Fundamental Matrix Estimation
Alon Kaya, Igal Bilik, Inna Stainvas
Vision-transformers (ViTs) and large-scale convolution-neural-networks (CNNs) have reshaped computer vision through pretrained feature representations that enable strong transfer l…
RGBX-DiffusionDet: A Framework for Multi-Modal RGB-X Object Detection Using DiffusionDet
Eliraz Orfaig, Inna Stainvas, Igal Bilik
This work introduces RGBX-DiffusionDet, an object detection framework extending the DiffusionDet model to fuse the heterogeneous 2D data (X) with RGB imagery via an adaptive multim…
SuperResolution Radar Gesture Recognitio
Netanel Blumenfeld, Inna Stainvas, Igal Bilik
"This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible." Driver's int…
Enhanced Automotive Object Detection via RGB-D Fusion in a DiffusionDet Framework
Eliraz Orfaig, Inna Stainvas, Igal Bilik
Vision-based autonomous driving requires reliable and efficient object detection. This work proposes a DiffusionDet-based framework that exploits data fusion from the monocular cam…
Pedestrian Motion Direction Estimation Using Simulated Automotive MIMO Radar
Petro Khomchuk, Inna Stainvas, Igal Bilik
Micro-Doppler-based target classification capabilities of the automotive radars can provide high reliability and short latency to the future active safety automotive features. A la…
Cancer Detection with Multiple Radiologists via Soft Multiple Instance Logistic Regression and Regularization
Inna Stainvas, Alexandra Manevitch, Isaac Leichter
This paper deals with the multiple annotation problem in medical application of cancer detection in digital images. The main assumption is that though images are labeled by many ex…