VOD

February 07, 2022



Opening Session

Moderator: Dr. Jacob Mendel
February 7th
09:00 - 09:15

AI in the Quantum Age

Jack Hidary
February 7th
09:20 - 09:40

Keynote: Explainable AI

Prof. Lior Wolf
February 7th
09:40 - 10:05

Keynote: AI Innovations and their Intel Applications

Dr. Amitai Armon
February 7th
10:05 - 10:30

NLP SESSION

February 7th
10:30 - 11:05

Beyond End-to-End: the Case of Multi-text Summarization

Ido Dagan
February 7th
11:05 - 11:25

Two Tales of Retrieval

Jonathan Berant
February 7th
11:25 - 11:45

Moving Away from One-size-fits-all: People-centric Natural Language Processing

Prof. Rada Mihalcea
February 7th
11:45 - 12:10

AI & AUTOMOTIVE SESSION

February 7th
12:10 - 12:40

VAE-based synthetic anomalies generation for model selection tasks

Dr. Yuval Shalev
February 7th
12:40 - 13:00

Using Reinforcement Learning for Autonomous Bulldozers Grading Task

Chana Ross
February 7th
13:00 - 13:20

Remote Split-second Phantom Attacks on AI of Semi\full Autonomous Cars

Ben Nassi
February 7th
13:20 - 13:45

DEEP LEARNING FOR TABULAR DATA SESSION

February 7th
13:45 - 15:35

DEEP LEARNING THEORY SESSION

February 7th
15:35 - 16:05

Continuous vs. Discrete Optimization of Deep Neural Networks

Dr. Nadav Cohen
February 7th
16:05 - 16:25

Online and Agnostic Deep Learning

Elad Hazan
February 7th
16:25 - 16:45

Learning with more parameters than examples: Stochastic Convex Optimization as a case study

Roi Livni
February 7th
16:45 - 17:05

The unreasonable effectiveness of deep learning

Ilya Sutskever
February 7th
17:05 - 17:30

February 08, 2022



AI as Key for the Future of Israeli High-tech

Dror Bin
February 8th
09:05 - 09:25

The IDF's New Information and AI Strategy

Brigadier General Aviad Dagan
February 8th
09:25 - 09:50

AI NATIONAL STRATEGIES

Maj. Gen. (Ret.) Prof. Isaac Ben Israel
February 8th
09:50 - 10:50

THE NATIONAL PROGRAM FOR ARTIFICIAL INTELLIGENCE INFRASTRUCTURE

Ziv Katzir
February 8th
10:50 - 11:40

AI & FINANCE SESSION

February 8th
11:40 - 12:10

Free Lunches of Deep Uncertainty

Dr. Ami Tavory
February 8th
12:10 - 12:30

DeePay: Deep Learning Decodes EEG to Predict Consumer’s Willingness to Pay

Dino Levy
February 8th
12:30 - 13:00

AI FOR SECURITY & COMMUNICATION SESSION

February 8th
13:00 - 13:30

The Cyber - AI Co-existing Cycle

Dr. Yoni Birman
February 8th
13:30 - 13:50

Using DL to Detect IP Hijack Attacks

Yuval Shavitt
February 8th
13:50 - 14:05

Balancing between latency and accuracy in NWDAF

Boris Rabinovich
February 8th
14:05 - 14:30

APPLIED AI SESSION

February 8th
14:30 - 15:00

From Zero to One: Product embeddings at Meta Shops

Ayelet Lejtman
February 8th
15:00 - 15:20

Cognitive Models in Deep Learning

Idan Schwartz
February 8th
15:20 - 15:35

Federated Learning and Scalable AI

Dr. Yaniv Altshuler
February 8th
15:35 - 16:00

COMPUTER VISION TRACK I

February 8th
16:00 - 16:30

Learning Multi-Scene Absolute Pose Regression with Transformers

Dr. Yoli Shavit
February 8th
16:30 - 16:50

Machine Learning Helping One Child At a Time: Novel Approaches for Autism Spectrum Disorder

Guillermo Sapiro
February 8th
16:50 - 17:10

Correction Filter for Single Image Super-Resolution: Robustifying Off-the-Shelf Deep Super-Resolvers

Shady Abu-Hussein
February 8th
17:10 - 17:25

February 09, 2022



AI4GOOD - HEALTH SESSION

February 9th
09:00 - 09:25

Keynote: Advances in Health AI

Prof. Yossi Matias
February 9th
09:25 - 09:40

Redesigning Immediate Diabetic Retinopathy Screening

Naama Hammel, MD
February 9th
09:40 - 09:45

Causal inference for infectious diseases

Dr. Daniel Nevo
February 9th
09:45 - 10:05

AI applied to genomics

Noam Shomron
February 9th
10:05 - 10:25

Clinical and research impacts using deep learning and genomics

Andrew Carroll
February 9th
10:25 - 10:45

Verily Research: Recent Results in Medical Imaging

Dr. Regev Cohen
February 9th
10:45 - 11:15

AI IN HEALTH & BIOMED SESSION

February 9th
11:15 - 11:45

Genome Hacking

Dr. Yaniv Erlich
February 9th
11:45 - 12:05

Model Based Deep Learning with Applications to Imaging

Yonina Eldar
February 9th
12:05 - 12:25

Seeing the Unseen – a New Scheme for Missing Mass Estimation

Dr. Amichai Painsky
February 9th
12:25 - 12:45

AlignNLP: Harnessing Natural Language Processing Methods for Sequence Alignment

Edo Dotan
February 9th
12:45 - 13:00

Weakly Supervised Multimodal 30-day all-cause Mortality Prediction for Pulmonary Embolism Patients

Noa Cahan
February 9th
13:00 - 13:15

AI & ETHICS SESSION

February 9th
13:15 - 13:45

Regulation and Governance Meet the Robot

Amit Ashkenazi
February 9th
13:45 - 14:10

AI & COVID SESSION

February 9th
14:10 - 14:30

Multilayer data-driven models for Early Detection of COVID-19

Dr. Dan Yamin
February 9th
14:30 - 14:45

A system theoretic approach to explore safe return to new normal in the face of COVID-19 pandemic related uncertainties

Dr. Souvik Barat
February 9th
14:45 - 15:00

Health RI - Dutch National Health Data Infrastructure for Research and Innovation, including AI: Covid use case

Prof. Wiro Niessen
February 9th
15:00 - 15:15

Population-wide prediction of severe COVID from electronic healthcare records

Mads Nielsen
February 9th
15:15 - 15:30

AI Infrastructure as a Platform for Futuristic Applications

Aviv Zeevi
February 9th
15:30 - 16:00

COMPUTER VISION TRACK II

February 9th
16:00 - 16:30

Turning GANs into Useful Consumer Products

Ofir Bibi
February 9th
16:30 - 16:50

Layered Neural Atlases for Consistent Video Editing

Tali Dekel
February 9th
16:50 - 17:10

Classic Signal Processing meets Deep Learning

Raja Giryes
February 9th
17:10 - 17:30