PyTorch implementation of Asymmetric Siamese (https://arxiv.org/abs/2204.00613)
GPU implementation of a fast generalized ANS (asymmetric numeral system) entropy encoder and decoder, with extensions for lossless compression of numerical and other data types in HPC/ML applications.
Replication code for "What Does Perception Bias on Social Networks Tell Us About Friend Count Satisfaction?", TheWebConf2022.
TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.
Tutorial on amortized optimization for learning to optimize over continuous domains
Code used in "Understanding Dimensional Collapse in Contrastive Self-supervised Learning" paper.
Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"
Audio propagation engine - Meta Reality Labs Research.
This repository contains code needed to estimate delta using the Gaussian Sparse Histogram Mechanism and to reproduce the figures contained in the paper, 'Exact Privacy Analysis of the Gaussian Sparse Histogram Mechanism'
Fast training of unitary deep network layers from low-rank updates
Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation
Code for replicating experiments from the paper, Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes, published in AISTATS 2022.
Source code for the paper "Policy Architectures for Compositional Generalization in Control"
