Yedid Hoshen

Senior Lecturer (Assistant Professor), School of Computer Science and Engineering, the Hebrew University of Jerusalem
Email: yedid.hoshen_at_mail.huji.ac.il
About Me

I am a Senior Lecturer (Assistant Professor) at the School of Computer Science and Engineering, the Hebrew University of Jerusalem.

Recently I was a Research Scientist at Facebook AI Research in New York And Tel Aviv. My current research interests include Deep Generative Models and Multi-Agent Predictive Models. I completed my PhD at the Hebrew University of Jerusalem, supervised by Prof. Shmuel Peleg. Previously I studied Physics at the University of Oxford, traded options (volatility arbitrage) for a prop desk at KBC-FP, designed mission control algorithms for the Israeli Space Program and worked at Google for two summers (Google [x] and Google Research NYC).
Publications
Classification-Based Anomaly Detection for General Data
L. Bergman Y. Hoshen
ICLR 2020
paper   |   code
Demystifying Inter-Class Disentanglement
A. Gabbay Y. Hoshen
ICLR 2020
paper   
Neural Separation of Observed and Unobserved Distributions
T. Halperin, A. Ephrat Y. Hoshen
ICML 2019
paper   
Non-Adversarial Image Synthesis with Generative Latent
Nearest Neighbors

Y. Hoshen, K. Li and J. Malik
CVPR 2019
paper   |   code
Towards Unsupervised Single-Channel Blind Source Separation
using Adversarial Pair Unmix-and-Remix

Y. Hoshen
ICASSP 2019
paper   
Non-Adversarial Mapping with VAEs
Y. Hoshen
NIPS 2018
paper   
Non-Adversarial Unsupervised Word Translation
Y. Hoshen, L. Wolf
EMNLP 2018
arXiv   |   code
NAM: Non-Adversarial Unsupervised Domain Mapping
Y. Hoshen, L. Wolf
ECCV 2018
arXiv   |   ICLR extended abstract   |   code
Unsupervised Correlation Analysis
Y. Hoshen L. Wolf
CVPR 2018
arXiv
Identifying Analogies Across Domains
Y. Hoshen L. Wolf
ICLR 2018
paper   
VAIN: Attentional Multi-agent Predictive Modeling
Y. Hoshen
NIPS 2017
arXiv   
An Egocentric Look at Video Photographer Identity
Y. Hoshen S. Peleg
CVPR 2016
arXiv   |   popular press
Visual Learning of Arithmetic Operations
Y. Hoshen S. Peleg
AAAI 2016
arXiv   |   code
Live Video Synopsis for Multiple Cameras
Y. Hoshen S. Peleg
ICIP 2015
paper   
Speech Acoustic Modeling From Raw Multichannel Waveforms
Y. Hoshen R.J. Weiss K.W. Wilson
ICASSP 2015
paper   
The Information in Temporal Histograms
Y. Hoshen S. Peleg
WACV 2015
paper   
Wisdom of the Crowd in Egocentric Video Curation
Y. Hoshen G. Ben-Artzi S. Peleg
CVPR 2014 - Workshop
paper   
Efficient Representation of Distributions for Background Subtraction
Y. Hoshen Y. Poleg C. Arora S. Peleg
AVSS 2013
paper   
Resume
My resume can be found here.