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05/29/2023
Brainformers: Trading Simplicity for Efficiency
Transformers are central to recent successes in natural language process...
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05/24/2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation
The recent popularity of text-to-image diffusion models (DM) can largely...
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03/29/2023
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks
The development of language models have moved from encoder-decoder to de...
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12/06/2022
M-VADER: A Model for Diffusion with Multimodal Context
We introduce M-VADER: a diffusion model (DM) for image generation where ...
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02/18/2022
Mixture-of-Experts with Expert Choice Routing
Sparsely-activated Mixture-of-experts (MoE) models allow the number of p...
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09/02/2020
Google COVID-19 Search Trends Symptoms Dataset: Anonymization Process Description (version 1.0)
This report describes the aggregation and anonymization process applied ...
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12/04/2019
Deep Physiological State Space Model for Clinical Forecasting
Clinical forecasting based on electronic medical records (EMR) can uncov...
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07/10/2019