Name: roei_herzig
Type: User
Company: Tel Aviv University
Bio: PhD student at TAU. Visiting scholar @DarrellGroup. Research Scientist at IBM Research. Works on compositionality in computer vision and machine learning.
Location: Tel Aviv, Israel
Blog: https://roeiherz.github.io/
roei_herzig's Projects
Advanced Machine Learning TAU
Code for "Compositional Video Synthesis with Action Graphs", Bar & Herzig et al., ICML 2021
Code for "Learning Canonical Representations for Scene Graph to Image Generation", Herzig & Bar et al., ECCV2020
CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning
A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning
Coding Interviews from "Cracking the Coding Interview" book
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Code for the paper "How Attentive are Graph Attention Networks?"
Programming Assignment
U-NET Semantic Segmentation model for Mobile
TAU (Tel-Aviv University) NLP assignments
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Object-Region Video Transformers
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
A Port of Fréchet Inception Distance (FID score) to PyTorch
Lasagne recipes: examples, IPython notebooks, ...
Implementation of Relation Mask R-CNN with Graph Permutation Invariant Networks
Personal Home Page
A PyTorch implementation of the paper: Specifying Object Attributes and Relations in Interactive Scene Generation
SceneGrapher
Code for "Image Generation from Scene Graphs", Johnson et al, CVPR 2018
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Spatio-Temporal Action Graph Networks
Two time-scale update rule for training GANs