Eldar, Yonina C.

9 publications

NeurIPS 2024 Unrolled Denoising Networks Provably Learn to Perform Optimal Bayesian Inference Aayush Karan, Kulin Shah, Sitan Chen, Yonina C. Eldar

ICCVW 2023 DeepCut: Unsupervised Segmentation Using Graph Neural Networks Clustering Amit Aflalo, Shai Bagon, Tamar Kashti, Yonina C. Eldar

ICLR 2023 Generalization and Estimation Error Bounds for Model-Based Neural Networks Avner Shultzman, Eyar Azar, Miguel R. D. Rodrigues, Yonina C. Eldar

ECCVW 2022 BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation Geon Park, Jaehong Yoon, Haiyang Zhang, Xing Zhang, Sung Ju Hwang, Yonina C. Eldar

WACV 2022 Image Restoration by Deep Projected GSURE Shady Abu-Hussein, Tom Tirer, Se Young Chun, Yonina C. Eldar, Raja Giryes

CVPRW 2021 Automotive Radar Interference Mitigation with Unfolded Robust PCA Based on Residual Overcomplete Auto-Encoder Blocks Nicolae-Catalin Ristea, Andrei Anghel, Radu Tudor Ionescu, Yonina C. Eldar

CVPR 2021 FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation Yair Kittenplon, Yonina C. Eldar, Dan Raviv

CVPRW 2016 Power-Efficient Cameras Using Natural Image Statistics Roni Feldman, Yair Weiss, Yonina C. Eldar

JMLR 2016 Subspace Learning with Partial Information Alon Gonen, Dan Rosenbaum, Yonina C. Eldar, Shai Shalev-Shwartz