Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Amir Globerson

On the Optimization Landscape of Maximum Mean Discrepancy


Oct 26, 2021
Itai Alon, Amir Globerson, Ami Wiesel


  Access Paper or Ask Questions

Object-Region Video Transformers


Oct 13, 2021
Roei Herzig, Elad Ben-Avraham, Karttikeya Mangalam, Amir Bar, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson

* Tech report 

  Access Paper or Ask Questions

A Theoretical Analysis of Fine-tuning with Linear Teachers


Jul 04, 2021
Gal Shachaf, Alon Brutzkus, Amir Globerson


  Access Paper or Ask Questions

DETReg: Unsupervised Pretraining with Region Priors for Object Detection


Jun 08, 2021
Amir Bar, Xin Wang, Vadim Kantorov, Colorado J Reed, Roei Herzig, Gal Chechik, Anna Rohrbach, Trevor Darrell, Amir Globerson

* preprint, under review 

  Access Paper or Ask Questions

Explaining in Style: Training a GAN to explain a classifier in StyleSpace


Apr 27, 2021
Oran Lang, Yossi Gandelsman, Michal Yarom, Yoav Wald, Gal Elidan, Avinatan Hassidim, William T. Freeman, Phillip Isola, Amir Globerson, Michal Irani, Inbar Mosseri

* First four authors contributed equally. Project page: https://explaining-in-style.github.io/ 

  Access Paper or Ask Questions

BERTese: Learning to Speak to BERT


Mar 11, 2021
Adi Haviv, Jonathan Berant, Amir Globerson

* Accepted to EACL 2021 

  Access Paper or Ask Questions

On the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent


Feb 19, 2021
Shahar Azulay, Edward Moroshko, Mor Shpigel Nacson, Blake Woodworth, Nathan Srebro, Amir Globerson, Daniel Soudry

* 33 pages, 2 figures 

  Access Paper or Ask Questions

Towards Understanding Learning in Neural Networks with Linear Teachers


Jan 07, 2021
Roei Sarussi, Alon Brutzkus, Amir Globerson


  Access Paper or Ask Questions

Few-Shot Question Answering by Pretraining Span Selection


Jan 02, 2021
Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy


  Access Paper or Ask Questions

Regularizing Towards Permutation Invariance in Recurrent Models


Oct 25, 2020
Edo Cohen-Karlik, Avichai Ben David, Amir Globerson

* 9 pages, 5 figures, NeurIPS 2020 

  Access Paper or Ask Questions

Maximin Optimization for Binary Regression


Oct 10, 2020
Nisan Chiprut, Amir Globerson, Ami Wiesel


  Access Paper or Ask Questions

Learning Object Detection from Captions via Textual Scene Attributes


Sep 30, 2020
Achiya Jerbi, Roei Herzig, Jonathan Berant, Gal Chechik, Amir Globerson


  Access Paper or Ask Questions

Holdout SGD: Byzantine Tolerant Federated Learning


Aug 11, 2020
Shahar Azulay, Lior Raz, Amir Globerson, Tomer Koren, Yehuda Afek

* 12 pages, 2 figures 

  Access Paper or Ask Questions

Compositional Video Synthesis with Action Graphs


Jul 13, 2020
Amir Bar, Roei Herzig, Xiaolong Wang, Gal Chechik, Trevor Darrell, Amir Globerson


  Access Paper or Ask Questions

Learning Object Permanence from Video


Mar 26, 2020
Aviv Shamsian, Ofri Kleinfeld, Amir Globerson, Gal Chechik


  Access Paper or Ask Questions

On the Inductive Bias of a CNN for Orthogonal Patterns Distributions


Feb 22, 2020
Alon Brutzkus, Amir Globerson


  Access Paper or Ask Questions

Learning Canonical Representations for Scene Graph to Image Generation


Dec 16, 2019
Roei Herzig, Amir Bar, Huijuan Xu, Gal Chechik, Trevor Darrell, Amir Globerson


  Access Paper or Ask Questions

Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing


Apr 04, 2019
Tal Schuster, Ori Ram, Regina Barzilay, Amir Globerson

* NAACL 2019 

  Access Paper or Ask Questions

Differentiable Scene Graphs


Mar 26, 2019
Moshiko Raboh, Roei Herzig, Gal Chechik, Jonathan Berant, Amir Globerson


  Access Paper or Ask Questions

Classifying Collisions with Spatio-Temporal Action Graph Networks


Dec 04, 2018
Roei Herzig, Elad Levi, Huijuan Xu, Eli Brosh, Amir Globerson, Trevor Darrell


  Access Paper or Ask Questions

Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction


Nov 01, 2018
Roei Herzig, Moshiko Raboh, Gal Chechik, Jonathan Berant, Amir Globerson

* Paper is accepted for NIPS 2018 conference 

  Access Paper or Ask Questions

Explaining Queries over Web Tables to Non-Experts


Aug 14, 2018
Jonathan Berant, Daniel Deutch, Amir Globerson, Tova Milo, Tomer Wolfson

* Short paper version to appear in ICDE 2019 

  Access Paper or Ask Questions

Weakly-supervised Semantic Parsing with Abstract Examples


May 24, 2018
Omer Goldman, Veronica Latcinnik, Udi Naveh, Amir Globerson, Jonathan Berant

* CNLVR,NLVR. Accepted to ACL 2018 

  Access Paper or Ask Questions

Learning with Rules


May 22, 2018
Deborah Cohen, Amit Daniely, Amir Globerson, Gal Elidan


  Access Paper or Ask Questions

Semi-Supervised Learning with Competitive Infection Models


Feb 27, 2018
Nir Rosenfeld, Amir Globerson


  Access Paper or Ask Questions

Predict and Constrain: Modeling Cardinality in Deep Structured Prediction


Feb 13, 2018
Nataly Brukhim, Amir Globerson


  Access Paper or Ask Questions

SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data


Oct 27, 2017
Alon Brutzkus, Amir Globerson, Eran Malach, Shai Shalev-Shwartz


  Access Paper or Ask Questions

Robust Conditional Probabilities


Aug 08, 2017
Yoav Wald, Amir Globerson

* 24 pages, 1 figure 

  Access Paper or Ask Questions