57 citations · 405 across the 34 of their papers we have counts for
10 papers · 1 filter
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images
Tom Ron, Michal Weiler-Sagie, Tamir Hazan
A key concern in integrating machine learning models in medicine is the ability to interpret their reasoning. Popular explainability methods have demonstrated satisfactory results…
Video and Text Matching with Conditioned Embeddings
Ameen Ali, Idan Schwartz, Tamir Hazan +1
We present a method for matching a text sentence from a given corpus to a given video clip and vice versa. Traditionally video and text matching is done by learning a shared embedd…
Visual Navigation with Spatial Attention
Bar Mayo, Tamir Hazan, Ayellet Tal
This work focuses on object goal visual navigation, aiming at finding the location of an object from a given class, where in each step the agent is provided with an egocentric RGB…
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies
Itai Gat, Idan Schwartz, Alexander Schwing +1
Many recent datasets contain a variety of different data modalities, for instance, image, question, and answer data in visual question answering (VQA). When training deep net class…
A Simple Baseline for Audio-Visual Scene-Aware Dialog
Idan Schwartz, Alexander Schwing, Tamir Hazan
The recently proposed audio-visual scene-aware dialog task paves the way to a more data-driven way of learning virtual assistants, smart speakers and car navigation systems. Howeve…
Factor Graph Attention
Idan Schwartz, Seunghak Yu, Tamir Hazan +1
Dialog is an effective way to exchange information, but subtle details and nuances are extremely important. While significant progress has paved a path to address visual dialog wit…