Emanuele Bugliarello | DeepAI

DeepAI AI Chat

Featured Co-authors

Ryan Cotterell
156 publications
Xiao Wang
144 publications
Han Zhang
115 publications
Anders Søgaard
93 publications
Vittorio Ferrari
76 publications
Antonios Anastasopoulos
66 publications
Phil Blunsom
63 publications
Naoaki Okazaki
42 publications
Liang-Chieh Chen
42 publications
Ilias Chalkidis
33 publications
Xiaohua Zhai
33 publications

∙ 08/22/2023

StoryBench: A Multifaceted Benchmark for Continuous Story Visualization

Generating video stories from text prompts is a complex task. In additio...

0 Emanuele Bugliarello, et al. ∙

∙ 05/23/2023

Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining

Recent work in vision-and-language pretraining has investigated supervis...

2 Emanuele Bugliarello, et al. ∙

∙ 05/12/2023

Measuring Progress in Fine-grained Vision-and-Language Understanding

While pretraining on large-scale image-text data from the Web has facili...

2 Emanuele Bugliarello, et al. ∙

∙ 03/30/2023

A Study of Autoregressive Decoders for Multi-Tasking in Computer Vision

There has been a recent explosion of computer vision models which perfor...

4 Lucas Beyer, et al. ∙

∙ 10/24/2022

Multilingual Multimodal Learning with Machine Translated Text

Most vision-and-language pretraining research focuses on English tasks. ...

2 Chen Qiu, et al. ∙

∙ 07/14/2022

Language Modelling with Pixels

Language models are defined over a finite set of inputs, which creates a...

3 Phillip Rust, et al. ∙

∙ 06/09/2022

Ancestor-to-Creole Transfer is Not a Walk in the Park

We aim to learn language models for Creole languages for which large vol...

3 Heather Lent, et al. ∙

∙ 05/24/2022

Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization

Vision-and-language (V L) models pretrained on large-scale multimodal ...

3 Aishwarya Agrawal, et al. ∙

∙ 04/22/2022

Mostra: A Flexible Balancing Framework to Trade-off User, Artist and Platform Objectives for Music Sequencing

We consider the task of sequencing tracks on music streaming platforms w...

0 Emanuele Bugliarello, et al. ∙

∙ 03/18/2022

Challenges and Strategies in Cross-Cultural NLP

Various efforts in the Natural Language Processing (NLP) community have ...

12 Daniel Hershcovich, et al. ∙

∙ 09/13/2021

On Language Models for Creoles

Creole languages such as Nigerian Pidgin English and Haitian Creole are ...

23 Heather Lent, et al. ∙

∙ 09/09/2021

Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers

Pretrained vision-and-language BERTs aim to learn representations that c...

19 Stella Frank, et al. ∙

∙ 01/28/2021

The Role of Syntactic Planning in Compositional Image Captioning

Image captioning has focused on generalizing to images drawn from the sa...

14 Emanuele Bugliarello, et al. ∙

∙ 11/30/2020

Multimodal Pretraining Unmasked: Unifying the Vision and Language BERTs

Large-scale pretraining and task-specific fine-tuning is now the standar...

12 Emanuele Bugliarello, et al. ∙

∙ 05/05/2020

It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information

The performance of neural machine translation systems is commonly evalua...

0 Emanuele Bugliarello, et al. ∙

∙ 09/06/2019

Improving Neural Machine Translation with Parent-Scaled Self-Attention

Most neural machine translation (NMT) models operate on source and targe...

0 Emanuele Bugliarello, et al. ∙

∙ 05/30/2019

Matrix Completion in the Unit Hypercube via Structured Matrix Factorization

Several complex tasks that arise in organizations can be simplified by m...

0 Emanuele Bugliarello, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world