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Collections including paper arxiv:2310.18660

GeoSpatial stuff

Foundation Models for Generalist Geospatial Artificial Intelligence

Paper • 2310.18660 • Published Oct 28, 2023 • 10
GeoCLIP: Clip-Inspired Alignment between Locations and Images for Effective Worldwide Geo-localization

Paper • 2309.16020 • Published Sep 27, 2023
GPS-Gaussian: Generalizable Pixel-wise 3D Gaussian Splatting for Real-time Human Novel View Synthesis

Paper • 2312.02155 • Published Dec 4, 2023 • 13
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding

Paper • 2407.13519 • Published Jul 18, 2024

Prithvi for Earth Observation

A collection of the Prithvi-EO models.

ibm-nasa-geospatial/Prithvi-EO-2.0-300M

Updated about 6 hours ago • 2.45k • 6
ibm-nasa-geospatial/Prithvi-EO-2.0-300M-TL

Updated about 3 hours ago • 2.95k • 2
ibm-nasa-geospatial/Prithvi-EO-2.0-600M

Updated about 3 hours ago • 2.17k • 4
ibm-nasa-geospatial/Prithvi-EO-2.0-600M-TL

Updated about 3 hours ago • 2.14k • 5

Granite Geospatial Models

A series of geospatial models trained by IBM licensed under Apache 2.0 license.

ibm-granite/granite-geospatial-biomass

Updated Aug 16, 2024 • 2.41k • 42
ibm-granite/granite-geospatial-wxc-downscaling

Updated Dec 12, 2024 • 118 • 34
ibm-granite/granite-geospatial-canopyheight

Updated Nov 7, 2024 • 2.27k • 16
ibm-granite/granite-geospatial-land-surface-temperature

Updated Nov 14, 2024 • 2.14k • 15

Papers - Geospatial

Foundation Models for Generalist Geospatial Artificial Intelligence

Paper • 2310.18660 • Published Oct 28, 2023 • 10

Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 13
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 49
Improved Baselines with Visual Instruction Tuning

Paper • 2310.03744 • Published Oct 5, 2023 • 37
Aligning Large Multimodal Models with Factually Augmented RLHF

Paper • 2309.14525 • Published Sep 25, 2023 • 30

Training & Architectures

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 50
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Paper • 2307.08691 • Published Jul 17, 2023 • 8
Mixtral of Experts

Paper • 2401.04088 • Published Jan 8, 2024 • 158
Mistral 7B

Paper • 2310.06825 • Published Oct 10, 2023 • 47

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