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William Berrios's Projects

augmix icon augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

blip icon blip

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

brain-score icon brain-score

A framework for evaluating models on integrative brain measurements

brainscore-transformers icon brainscore-transformers

Code from the paper "Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4" in BSW at Cosyne 2022

clip icon clip

Contrastive Language-Image Pretraining

cv icon cv

LaTeX Curriculum Vitae template (filled with my personal info, extendable to anyone)

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

dsp icon dsp

𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.

ensemble_amazon icon ensemble_amazon

Code to share different ensemble techniques with focus on meta-stacking , using data from Amazon.com - Employee Access Challenge kaggle competition

fast_adversarial icon fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

featexp icon featexp

Feature exploration for supervised learning

fvcore icon fvcore

Collection of common code that's shared among different research projects in FAIR computer vision team.

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