Stars
A complex optical remote sensing aircraft dataset is constructed, which originates from several satellites with varying imaging characteristics and covers more diverse aircraft.
[ICCV'21] Official PyTorch implementation for paper "Spatially Conditioned Graphs for Detecting Human–Object Interactions"
Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition
VerifAI is a software toolkit for the formal design and analysis of systems that include artificial intelligence (AI) and machine learning (ML) components.
PRODeep: A 8000 Platform for Robustness Verification of Deep Neural Networks
Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks
Robustness benchmark for DNN models.
"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Spectral Recovery Challenge) and a toolbox for spectral reconstruction
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
Aerial Single-View Depth Completion with Image-Guided Uncertainty Estimation (RA-L/ICRA 2020)
ekcomputer / pixel-smasher
Forked from XPixelGroup/BasicSRWorking version of Basic Super-Resolution Toolbox for class project.
We offered two datasets that can be potentially employed as standard datasets for Landsat8-Sentinel2 data fusion model assessment. The two datasets, ‘Hailar’ and ‘Dezhou’, contain 23 scenes and 24 …
PyTorch implementation of Residual Dense Network for Image Super-Resolution (CVPR 2018)
Image Super-resolution with An Enhanced Group Convolutional Neural Network (Neural Networks, 2022)
Official implementation of the paper 'Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution' in ECCV 2022
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Dual-Stream Transformer for Hyperspectral Image Restoration
Progressive Perception-Oriented Network for Single Image Super-Resolution (Information Sciences 2021)
Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained SR Track1&Track2)
TOFlow: Video Enhancement with Task-Oriented Flow
Pytorch implementation of "Zero Shot" Super Resolution
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)
LIBSVM -- A Library for Support Vector Machines
Mixed 2D/3D Convolutional Network for Hyperspectral Image Super-Resolution
SSRNET for hyperspectral and multispectral image fusion.
Code repository for "Heuristic Framework for Testing the Multi-Manifold Hypothesis".
Experiments for ICML paper DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding, ICML 2018, T. Moreau, L. Oudre, N. Vayatis.
The source code to cluster multiple manifolds with intersection