Eldar, Yonina C.

10 publications

ICLR 2026 SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines Itai Morad, Nir Shlezinger, Yonina C. Eldar

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