Search Results for author: Gil Sadeh

Found 6 papers, 0 papers with code

Training self-supervised peptide sequence models on artificially chopped proteins

no code implementations9 Nov 2022 Gil Sadeh, Zichen Wang, Jasleen Grewal, Huzefa Rangwala, Layne Price

In this paper, we propose a new peptide data augmentation scheme, where we train peptide language models on artificially constructed peptides that are small contiguous subsets of longer, wild-type proteins; we refer to the training peptides as "chopped proteins".

Data Augmentation Language Modelling +2

Joint Visual-Textual Embedding for Multimodal Style Search

no code implementations15 Jun 2019 Gil Sadeh, Lior Fritz, Gabi Shalev, Eduard Oks

We propose a method to retrieve similar items, based on a query item image and textual refinement properties.

Attribute Attribute Extraction +1

Generating Diverse and Informative Natural Language Fashion Feedback

no code implementations15 Jun 2019 Gil Sadeh, Lior Fritz, Gabi Shalev, Eduard Oks

In this paper, we consider the task of generating natural language fashion feedback on outfit images.

Image Captioning

RNN Fisher Vectors for Action Recognition and Image Annotation

no code implementations12 Dec 2015 Guy Lev, Gil Sadeh, Benjamin Klein, Lior Wolf

Recurrent Neural Networks (RNNs) have had considerable success in classifying and predicting sequences.

Action Recognition Temporal Action Localization +1

Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors

no code implementations CVPR 2015 Benjamin Klein, Guy Lev, Gil Sadeh, Lior Wolf

In this work, we are using the Fisher Vector as a sentence representation by pooling the word2vec embedding of each word in the sentence.

Image Retrieval Sentence +1

Fisher Vectors Derived from Hybrid Gaussian-Laplacian Mixture Models for Image Annotation

no code implementations26 Nov 2014 Benjamin Klein, Guy Lev, Gil Sadeh, Lior Wolf

The second Mixture Model presented is a Hybrid Gaussian-Laplacian Mixture Model (HGLMM) which is based on a weighted geometric mean of the Gaussian and Laplacian distribution.

Image Retrieval Object Recognition +1

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