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Articles by Siddha Ganju

A Generalization of Continuous Relaxation in Structured Pruning
28 August 2023 by Brad Larson and others
Computer Vision and Pattern Recognition
AI-Enhanced Data Processing and Discovery Crowd Sourcing for Meteor Shower Mapping
2 August 2023 by Siddha Ganju and others
Earth and Planetary Astrophysics, Artificial Intelligence
Curator: Creating Large-Scale Curated Labelled Datasets using Self-Supervised Learning
28 December 2022 by Tarun Narayanan and others
Computer Vision and Pattern Recognition
Deep learning based landslide density estimation on SAR data for rapid response
18 November 2022 by Vanessa Boehm and others
Computer Vision and Pattern Recognition, Machine Learning
SAR-based landslide classification pretraining leads to better segmentation
17 November 2022 by Vanessa Böhm and others
Computer Vision and Pattern Recognition, Image and Video Processing
Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes
5 November 2022 by Vanessa Boehm and others
Signal Processing, Computer Vision and Pattern Recognition
Global geomagnetic perturbation forecasting using Deep Learning
12 May 2022 by Vishal Upendran and others
Space Physics, Instrumentation and Methods for Astrophysics
Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing
10 May 2022 by Jonathan Francis and others
Robotics, Artificial Intelligence
In silico, In vitro Screening of Plant Extracts for Anti-SARS-CoV-2 Activity and Evaluation of Their Acute and Sub-Acute Toxicity
31 January 2022 by L. Damle and others
Pharmacology and Toxicology
CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning
20 January 2022 by Suhas Kotha and others
Computer Vision and Pattern Recognition
Technology Readiness Levels for Machine Learning Systems
29 November 2021 by Alexander Lavin and others
Machine Learning, Artificial Intelligence
Scalable Reverse Image Search Engine for NASAWorldview
10 August 2021 by Abhigya Sodani and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Reducing Effects of Swath Gaps on Unsupervised Machine Learning Models for NASA MODIS Instruments
31 July 2021 by Sarah Chen and others
Computer Vision and Pattern Recognition, Earth and Planetary Astrophysics
Flood Segmentation on Sentinel-1 SAR Imagery with Semi-Supervised Learning
28 July 2021 by Sayak Paul and Siddha Ganju
Computer Vision and Pattern Recognition, Artificial Intelligence
Scalable Data Balancing for Unlabeled Satellite Imagery
7 July 2021 by Deep Patel and others
Computer Vision and Pattern Recognition, Artificial Intelligence
Next-Gen Machine Learning Supported Diagnostic Systems for Spacecraft
10 June 2021 by Athanasios Vlontzos and others
Machine Learning, Artificial Intelligence
Learn-to-Race: A Multimodal Control Environment for Autonomous Racing
31 March 2021 by James Herman and others
Robotics, Computer Vision and Pattern Recognition
Global Earth Magnetic Field Modeling and Forecasting with Spherical Harmonics Decomposition
2 February 2021 by Panagiotis Tigas and others at LogoUniversity of Oxford
Geophysics, Solar and Stellar Astrophysics
Space ML: Distributed Open-source Research with Citizen Scientists for the Advancement of Space Technology for NASA
27 December 2020 by Anirudh Koul and others
Computer Vision and Pattern Recognition, Space Physics
Learnings from Frontier Development Lab and SpaceML -- AI Accelerators for NASA and ESA
9 November 2020 by Siddha Ganju and others
Instrumentation and Methods for Astrophysics, Astrophysics of Galaxies
What's in a Question: Using Visual Questions as a Form of Supervision
12 April 2017 by Siddha Ganju and others
Computer Vision and Pattern Recognition