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bernardo1998's Projects

craig icon craig

Data-efficient Training of Machine Learning Models

difformer icon difformer

The official codebase for Difformer: Empowering Diffusion Models on the Embedding Space for Text Generation

early-bird-tickets icon early-bird-tickets

[ICLR 2020] Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks

fuxictr icon fuxictr

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

grasp icon grasp

Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH

rocl icon rocl

Code for the paper "Adversarial Self-supervised Contrastive Learning" (NeurIPS 2020)

smartnoise-sdk icon smartnoise-sdk

Tools and service for differentially private processing of tabular and relational data

tab-ddpm icon tab-ddpm

[ICML 2023] The official implementation of the paper "TabDDPM: Modelling Tabular Data with Diffusion Models"

tabformer icon tabformer

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

transtab icon transtab

NeurIPS'22 | TransTab: Learning Transferable Tabular Transformers Across Tables

tts-gan icon tts-gan

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network

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