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C401: "You might also like these images": unsupervised affine-transformation-independent representation learning for the ALMA Science Archive
11 – 11:15 a.m., Nov. 7, 2023 Felix Stoehr
C402: Detection and classification of radio sources with deep learning
11:15 – 11:30 a.m., Nov. 7, 2023 Simone Riggi, INAF-Osservatorio Astrofisico Catania
C403: Deep learning in automatic detection of radio 21 cm neutral hydrogen absorption
11:30 – 11:45 a.m., Nov. 7, 2023 Xiu Liu, CSIRO
C404: A new architecture of Convolutional Neural Networks for astronomical data
11:45 a.m. – 12 p.m., Nov. 7, 2023 Faezeh Bidjarchian
C405: Developing an efficient large-scale machine learning pipeline to classify the millions of NASA TESS light curves in search for variable stars
1:30 – 1:45 p.m., Nov. 7, 2023 Jeroen Audenaert, MIT Kavli Institute for Astrophysics and Space Research
C406: Learning from the Machines
1:45 – 2 p.m., Nov. 7, 2023 Nima Sedaghat, University of Washington
INVITED I401: AI in Astronomy
2 – 2:30 p.m., Nov. 7, 2023 Maggie Lieu
C407: Experimenting with Large Language Models and vector embeddings in NASA SciX
2:30 – 2:45 p.m., Nov. 7, 2023 Sergi Blanco-Cuaresma, NASA ADS
POSTER P401: O-type Stars' Stellar Parameter Estimation with ANN
11:01 p.m., Nov. 7, 2023 Luis J. Corral
POSTER P402: Revealing Predictive Maintenance Strategies from Comprehensive Data Analysis of ASTRI Horn Historical Data
11:02 p.m., Nov. 7, 2023 Federico Incardona, INAF
POSTER P403: Automatic classification of evolved objects from the Gaia’s DR2 and DR3 databases using Deep Learning Tools
11:03 p.m., Nov. 7, 2023 Silvana G. Navarro Jiménez, University of Guadalajara
POSTER P404: Using unsupervised learning for explorative discovery in astrophysical simulations
11:04 p.m., Nov. 7, 2023 Kai Polsterer
POSTER P405: Using a convolutional neural network with all sky infrared images to classify sky regions as clear or cloudy
11:05 p.m., Nov. 7, 2023 Brock Taylor, Columbia University
POSTER P406: Deep Learning and IACT: bridging the gap between Monte-Carlo simulations and LST-1 data using domain adaptation
11:06 p.m., Nov. 7, 2023 Michaël Dell'aiera, CNRS-LAPP • Thomas Vuillaume, CNRS
POSTER P408: Predicting the Radiation Field of Molecular Clouds using Denoising Diffusion Probabilistic Models
11:08 p.m., Nov. 7, 2023 Duo Xu
POSTER P409: Radio celestial source fringe signals detection based on Transformer self-attention mechanism
11:09 p.m., Nov. 7, 2023 Ruiqing Yan
POSTER P410: Preliminary results of a new Deep Learning model to predict from the orbital parameters the background count rates of the AGILE Anticoincidence System
11:10 p.m., Nov. 7, 2023 Nicolò Parmiggiani, INAF
POSTER P412: Binaural stellar spectra sonification based on variational autoencoders
11:12 p.m., Nov. 7, 2023 Adrian Garcia Riber, Polytechnic University of Madrid
POSTER P414: Quantum Convolutional Neural Networks for the detection of Gamma-Ray Bursts in the AGILE space mission data.
11:14 p.m., Nov. 7, 2023 Alessandro Rizzo, University of Bologna
POSTER P415: ML and next steps in the DRAO data handling pipelines
11:15 p.m., Nov. 7, 2023 Dustin Lagoy, Dominion Radio Astronomy Observatory
POSTER P416: A new Deep Learning Model for Gamma-ray bursts’ light curves simulation
11:16 p.m., Nov. 7, 2023 Luca Castaldini, INAF/OAS Bologna • Riccardo Falco, INAF
POSTER P417: Fundamental parameter estimations of O-type stars binary systems using recurrent neural networks
11:17 p.m., Nov. 7, 2023 Miguel Flores, University of Guadalajara
POSTER P418: Towards using GANs in astrophysical Monte-Carlo simulations
11:18 p.m., Nov. 7, 2023 Karel Adamek, University of Oxford
FOCUS DEMO F401: Building a production ML pipeline for gravitational wave detection
10:15 – 10:45 a.m., Nov. 8, 2023 Alec Gunny
CANCELLED: POSTER P407: WALLABY: Source-finding at lower signal-to-noise using a machine learning framework
11:07 p.m., Dec. 7, 2023 Li Wang, CSIRO
CANCELLED: POSTER P411: Application of a Simulation-Based Inference method to a galaxy cluster cosmology analysis
11:11 p.m., Dec. 7, 2023 Yuanyuan Zhang, NOIRLab
CANCELLED: POSTER P413: Anomaly Detection in ASKAP’s Monitoring Data through Collaborative Intelligence
11:13 p.m., Dec. 7, 2023 Zhuowei Wang, CSIRO