research
∙
05/31/2023
Bytes Are All You Need: Transformers Operating Directly On File Bytes
Modern deep learning approaches usually transform inputs into a modality...
share
research
∙
03/15/2023
Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement
We propose Dataset Reinforcement, a strategy to improve a dataset once s...
research
∙
06/04/2022
CVNets: High Performance Library for Computer Vision
We introduce CVNets, a high-performance open-source library for training...
research
∙
12/01/2021
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text
Communicating with humans is challenging for AIs because it requires a s...
research
∙
12/03/2020
EVRNet: Efficient Video Restoration on Edge Devices
Video transmission applications (e.g., conferencing) are gaining momentu...
research
∙
10/12/2020
