Search Results for author: Masoud Monajatipoor

Found 6 papers, 4 papers with code

How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?

1 code implementation27 Oct 2022 Hritik Bansal, Da Yin, Masoud Monajatipoor, Kai-Wei Chang

To this end, we introduce an Ethical NaTural Language Interventions in Text-to-Image GENeration (ENTIGEN) benchmark dataset to evaluate the change in image generations conditional on ethical interventions across three social axes -- gender, skin color, and culture.

Text-to-Image Generation

MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier

1 code implementation23 Sep 2022 Mozhdeh Rouhsedaghat, Masoud Monajatipoor, Kai-Wei Chang, C. -C. Jay Kuo, Iacopo Masi

We offer a method for one-shot image synthesis that allows controlling manipulations of a single image by inverting a quasi-robust classifier equipped with strong regularizers.

Image Generation

GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models

1 code implementation24 May 2022 Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang

In this paper, we introduce a benchmark dataset, Geo-Diverse Commonsense Multilingual Language Models Analysis (GeoMLAMA), for probing the diversity of the relational knowledge in multilingual PLMs.

Language Modelling

Successive Subspace Learning: An Overview

no code implementations27 Feb 2021 Mozhdeh Rouhsedaghat, Masoud Monajatipoor, Zohreh Azizi, C. -C. Jay Kuo

Successive Subspace Learning (SSL) offers a light-weight unsupervised feature learning method based on inherent statistical properties of data units (e. g. image pixels and points in point cloud sets).

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