Pinned Repositories
Distance-Based-Model-Selection
geog5330
Applied Spatial and Spatiotemporal Analysis
geog5330-fall2017
Geog5330 for Fall 2017
geog5330-fall2018
Geog5330 at Texas Tech: Applied Spatial and Spatiotemporal Analysis
Papers-on-deep-learning-for-video-analysis
Share a list about some papers about deep learning for video analysis
summer2018-cug
Thesis
Super Resolution of Images using Deep Learning for Satellite Imagery
surfcao's Repositories
surfcao/Awesome-Remote-Sensing-Foundation-Models
surfcao/BAN
The pytorch implementation for "A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection"
surfcao/berd_r_courses
Slides and materials for the OHSU OCTRI BERD R courses
surfcao/BIMT
Brain-Inspired Modular Training (BIMT), a method for making neural networks more modular and interpretable.
surfcao/chronos-forecasting
Chronos: Pretrained Models for Time Series Forecasting
surfcao/Convolutional-KANs
This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.
surfcao/deepul
surfcao/dotfiles
Configurations files for linux goodies
surfcao/DragGAN
Code for DragGAN (SIGGRAPH 2023)
surfcao/earth-forecasting-transformer
Official implementation of Earthformer
surfcao/Extremes
surfcao/fortuna
A Library for Uncertainty Quantification.
surfcao/GDKL
Code that accompanies the paper Guided Deep Kernel Learning
surfcao/geoclap
surfcao/hls-foundation-os
This repository contains examples of fine-tuning Harmonized Landsat and Sentinel-2 (HLS) Prithvi foundation model.
surfcao/hyperbo
surfcao/kernel-ci-testing
Conditional independence testing with kernel-based measures
surfcao/llm.c
LLM training in simple, raw C/CUDA
surfcao/llmtime
surfcao/open-cd
A Change Detection Repo Standing on the Shoulders of Giants
surfcao/PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
surfcao/pykan
Kolmogorov Arnold Networks
surfcao/satclip
PyTorch implementation of SatCLIP
surfcao/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
surfcao/sinr
Spatial Implicit Neural Representations for Global-Scale Species Mapping - ICML 2023
surfcao/spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
surfcao/SpatialEvalLLM
Code for "Evaluating Spatial Understanding of Large Language Models" TMLR 2024.
surfcao/spectral_ssm
surfcao/StableStudio
Community interface for generative AI
surfcao/terratorch
a Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).