Connecting Supervised and Unsupervised Sentence Embeddings

no code implementations • WS 2018 • Gil Levi

Representing sentences as numerical vectors while capturing their semantic context is an important and useful intermediate step in natural language processing.

Denoising Natural Language Inference +3

Temporal Tessellation: A Unified Approach for Video Analysis

1 code implementation • ICCV 2017 • Dotan Kaufman, Gil Levi, Tal Hassner, Lior Wolf

A test video is processed by forming correspondences between its clips and the clips of reference videos with known semantics, following which, reference semantics can be transferred to the test video.

Action Detection Video Captioning +2

The CUDA LATCH Binary Descriptor: Because Sometimes Faster Means Better

4 code implementations • 13 Sep 2016 • Christopher Parker, Matthew Daiter, Kareem Omar, Gil Levi, Tal Hassner

Our results show that CLATCH provides high quality 3D reconstructions at fractions of the time required by other representations, with little, if any, loss of reconstruction quality.

Age and Gender Classification using Convolutional Neural Networks

2 code implementations • 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2015 • Gil Levi, Tal Hassner

Automatic age and gender classification has become relevant to an increasing amount of applications, particularly since the rise of social platforms and social media.

Age And Gender Classification Age and Gender Estimation +4

LATCH: Learned Arrangements of Three Patch Codes

5 code implementations • 15 Jan 2015 • Gil Levi, Tal Hassner

In order to provide more robustness, we instead propose a novel means of comparing pixel patches.