research
∙
08/29/2023
WeatherBench 2: A benchmark for the next generation of data-driven global weather models
WeatherBench 2 is an update to the global, medium-range (1-14 day) weath...
share
research
∙
06/24/2023
SEEDS: Emulation of Weather Forecast Ensembles with Diffusion Models
Probabilistic forecasting is crucial to decision-making under uncertaint...
research
∙
12/15/2022
FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference
Fusion-in-Decoder (FiD) is a powerful retrieval-augmented language model...
research
∙
10/28/2021
HyperPINN: Learning parameterized differential equations with physics-informed hypernetworks
Many types of physics-informed neural network models have been proposed ...
research
∙
06/07/2020
AI-QMIX: Attention and Imagination for Dynamic Multi-Agent Reinforcement Learning
Real world multi-agent tasks often involve varying types and quantities ...
research
∙
06/07/2019
Learning Classifier Synthesis for Generalized Few-Shot Learning
Visual recognition in real-world requires handling long-tailed and even ...
research
∙
12/10/2018
Learning Embedding Adaptation for Few-Shot Learning
Learning with limited data is a key challenge for visual recognition. Fe...
research
∙
05/26/2016
