Scientific Software
Updated 9 months ago

pytorch-widedeep — Peer-reviewed • Rank 17.8 • Science 100%

pytorch-widedeep: A flexible package for multimodal deep learning - Published in JOSS (2023)

Mathematics Engineering Artificial Intelligence and Machine Learning (45%)
Scientific Software · Peer-reviewed
Updated 9 months ago

crop-forecasting • Rank 4.6 • Science 44%

Predicting rice field yields through the integration of Microsoft Planetary satellite images, meteorological data, and field information in the 2023 EY Open Science Data Challenge - Crop Forecasting.

Updated 9 months ago

flair-2 • Rank 3.5 • Science 26%

Engage in a semantic segmentation challenge for land cover description using multimodal remote sensing earth observation data, delving into real-world scenarios with a dataset comprising 70,000+ aerial imagery patches and 50,000 Sentinel-2 satellite acquisitions.

Updated 9 months ago

hateful_memes-hate_detectron • Science 54%

Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge. https://arxiv.org/abs/2012.12975

Updated 9 months ago

https://github.com/cosmaadrian/multimodal-depression-from-video • Science 23%

Official source code for the paper: "Reading Between the Frames Multi-Modal Non-Verbal Depression Detection in Videos"

Updated 9 months ago

a-multi-modal-transformer-architecture-combining-sentiment-dynamics-temporal-market-data • Science 49%

Our approach uniquely fuses sentiment dynamics from social media and news sources with temporal market data and macroeconomic indicators to construct dynamic graph representations of interfirm relationships. Further, we employ state-of-the-art GNNs, such as temporal graph convolutions, that adapt to the changing market and significantly enhance it.

Updated 9 months ago

sutd-trafficqa • Science 41%

[CVPR2021] SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events