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Emanuele Bugliarello's Projects

adahomeworks icon adahomeworks

Repository for the homework in Applied Data Analysis, EPFL 2016/2017.

bilderatlas icon bilderatlas

Repository for 'Bilderatlas' project in Digital Humanities at EPFL, 2016

cross-modal-ablation icon cross-modal-ablation

[EMNLP 2021] Code and data for our paper "Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers"

fine-grained-evals icon fine-grained-evals

[ACL 2023] Code and data for our paper "Measuring Progress in Fine-grained Vision-and-Language Understanding"

gpu-monitor icon gpu-monitor

This is a tool intended to monitor the GPU usage on various GPU-servers.

iglue icon iglue

[ICML 2022] Code and data for our paper "IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages"

mpre-unmasked icon mpre-unmasked

[TACL 2021] Code for our paper "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs"

nmt-difficulty icon nmt-difficulty

[ACL 2020] Code and data for our paper "It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information"

npmf icon npmf

npMF: NumPy Matrix Factorization package.

parallel-mandelbrot-set icon parallel-mandelbrot-set

A parallel implementation of the “escape time” algorithm to produce drawings of the Mandelbrot Set (CUDA and MPI).

pascal icon pascal

[ACL 2020] Code and data for our paper "Enhancing Machine Translation with Dependency-Aware Self-Attention"

pytorch-cifar icon pytorch-cifar

Train deep neural networks on CIFAR-10 and CIFAR-100 with PyTorch.

solarity icon solarity

Repository for the project in Applied Data Analysis, EPFL 2016/2017.

syncap icon syncap

[EACL 2021] Code and data for our paper "The Role of Syntactic Planning in Compositional Image Captioning"

twitter-sentiment-classification icon twitter-sentiment-classification

Machine Learning project in Text Sentiment Classification: predict if a tweet used to contain a positive :) or negative :( smiley, by considering only the remaining text.

unit-mf icon unit-mf

[IJCAI 2019] Code and data for our paper "Matrix Completion in the Unit Hypercube via Structured Matrix Factorization"

volta icon volta

[TACL 2021] Code and data for the framework in "Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs"

weak-relation-vlm icon weak-relation-vlm

[EMNLP 2023] Code and data for our paper "Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining"

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