lello5 / university-projects
This repository contains the projects I developed during my academic years at "La Sapienza, University of Rome".
☆8Updated 2 years ago
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- Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"☆14Updated 5 years ago
- Universal Python binding for the LMDB 'Lightning' Database☆13Updated 7 years ago
- Shows how to do parameter ensembling using differential evolution.☆10Updated 3 years ago
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- Adversarial examples to the new ConvNeXt architecture☆20Updated 3 years ago
- Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.☆11Updated 5 years ago
- Official repository for the ICML 2022 DFUQ paper: conformal prediction sets for time-series☆10Updated 2 years ago
- 🤖 Implementation of Self Normalizing Networks (SNN) in PyTorch.☆12Updated 7 years ago
- BERT Probe: A python package for probing attention based robustness to character and word based adversarial evaluation. Also, with recipe…☆18Updated 2 years ago
- Kalman Optimization for Value Approximation☆11Updated 5 years ago
- code for paper "Accessing higher dimensions for unsupervised word translation"☆21Updated last year
- Unofficial Tensorflow-Keras implementation of Fastformer based on paper [Fastformer: Additive Attention Can Be All You Need](https://arxi…☆13Updated 3 years ago
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- Analogous Safe-state Exploration (ASE) is an algorithm for provably safe and optimal exploration in MDPs with unknown, stochastic dynamic…☆11Updated 4 years ago
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- TensorFlow materials☆13Updated 4 years ago
- Companion Repo for the Vision Language Modelling YouTube series - https://bit.ly/3PsbsC2 - by Prithivi Da. Open to PRs and collaborations☆14Updated 2 years ago
- This repository hosts the code to port NumPy model weights of BiT-ResNets to TensorFlow SavedModel format.☆14Updated 3 years ago
- Shows how to create basic image adversaries, and train adversarially robust image classifiers (to some extent).☆12Updated 4 years ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 3 years ago
- Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification☆11Updated last year
- Directed masked autoencoders☆14Updated 2 years ago
- Implementation of the LOSSGRAD optimization algorithm☆15Updated 6 years ago
- Residual Quantization Autoencoder, used for interpreting LLMs☆12Updated 4 months ago
- [AAAI'21] Modeling Deep Learning Based Privacy Attacks on Physical Mail☆13Updated 4 years ago
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- Telegram-bot for NLP/RL courses☆11Updated 2 years ago
- JAX implementation of Graph Attention Networks☆13Updated 3 years ago