Emanuele Bugliarello

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"

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

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

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

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"

distributed-tensorflow-benchmarks. Benchmarking distributed training in TensorFlow.

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

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

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.

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

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

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

npmf. npMF: NumPy Matrix Factorization package.

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