GW-YOLO: Multi-transient segmentation in LIGO using computer vision
Fuente:
arXiv
Saved in:
| Main Authors: | Soni, Siddharth, Mukund, Nikhil, Katsavounidis, Erik |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Coherence DeepClean: Toward autonomous denoising of gravitational-wave detector data
by: Reissel, Christina, et al.
Published: (2025)
by: Reissel, Christina, et al.
Published: (2025)
Microseismic Noise Mitigation with Machine Learning for Advanced LIGO
by: Reissel, Christina, et al.
Published: (2025)
by: Reissel, Christina, et al.
Published: (2025)
A Neural Network-Based Search for Unmodeled Transients in LIGO-Virgo-KAGRA's Third Observing Run
by: Raikman, Ryan, et al.
Published: (2024)
by: Raikman, Ryan, et al.
Published: (2024)
Detectability of eccentric binary black holes with PyCBC and cWB pipelines during the third observing run of LIGO-Virgo-KAGRA
by: Gadre, Bhooshan, et al.
Published: (2024)
by: Gadre, Bhooshan, et al.
Published: (2024)
Reconstruction of binary black hole harmonics in LIGO using deep learning
by: Chatterjee, Chayan, et al.
Published: (2024)
by: Chatterjee, Chayan, et al.
Published: (2024)
An Analysis of LIGO Glitches Using t-SNE During the First Part of the Fourth LIGO-Virgo-KAGRA Observing Run
by: Ferreira, Tabata Aira, et al.
Published: (2025)
by: Ferreira, Tabata Aira, et al.
Published: (2025)
Using t-SNE for characterizing glitches in LIGO detectors
by: Ferreira, Tabata Aira, et al.
Published: (2024)
by: Ferreira, Tabata Aira, et al.
Published: (2024)
Time-Delay Interferometry for ASTROD-GW
by: Wang, Gang
Published: (2024)
by: Wang, Gang
Published: (2024)
LIGO Detector Characterization in the first half of the fourth Observing run
by: Soni, S., et al.
Published: (2024)
by: Soni, S., et al.
Published: (2024)
AttenGW: A Lightweight Attention-Based Multi-Detector Gravitational-Wave Detection Pipeline
by: Tiki, Victoria, et al.
Published: (2025)
by: Tiki, Victoria, et al.
Published: (2025)
Gravitational wave constraints on planetary-mass primordial black holes using LIGO O3a data
by: Miller, Andrew L., et al.
Published: (2024)
by: Miller, Andrew L., et al.
Published: (2024)
PINCH: Pipeline-Informed Noise Characterization in LIGO's Third Observing Run
by: Yarbrough, Zach, et al.
Published: (2025)
by: Yarbrough, Zach, et al.
Published: (2025)
Automated Evaluation of Environmental Coupling for Advanced LIGO Gravitational Wave Detections
by: Helmling-Cornell, Adrian, et al.
Published: (2023)
by: Helmling-Cornell, Adrian, et al.
Published: (2023)
Observing Double White Dwarfs with the Lunar GW Antenna
by: Benetti, Giovanni, et al.
Published: (2025)
by: Benetti, Giovanni, et al.
Published: (2025)
Evaluating Deep Learning Models for Multiclass Classification of LIGO Gravitational-Wave Glitches
by: Manoharan, Rudhresh, et al.
Published: (2026)
by: Manoharan, Rudhresh, et al.
Published: (2026)
Toward Low-Latency, High-Fidelity Calibration of the LIGO Detectors with Enhanced Monitoring Tools
by: Wade, M., et al.
Published: (2025)
by: Wade, M., et al.
Published: (2025)
OmegaNeuron: Applying GravitySpy Similarity Methods to the Search for LIGO Glitch Witnesses
by: Aleman, Bri, et al.
Published: (2026)
by: Aleman, Bri, et al.
Published: (2026)
Method to search for inspiraling planetary-mass ultra-compact binaries using the generalized frequency-Hough transform in LIGO O3a data
by: Miller, Andrew L., et al.
Published: (2024)
by: Miller, Andrew L., et al.
Published: (2024)
Revisiting the evidence for precession in GW200129 with machine learning noise mitigation
by: Macas, Ronaldas, et al.
Published: (2023)
by: Macas, Ronaldas, et al.
Published: (2023)
Searching for binary black hole mergers with deep learning in Advanced LIGO's third observing run
by: Beveridge, Damon, et al.
Published: (2025)
by: Beveridge, Damon, et al.
Published: (2025)
The MBTA Pipeline for Detecting Compact Binary Coalescences in the Fourth LIGO-Virgo-KAGRA Observing Run
by: Alléné, Christopher, et al.
Published: (2025)
by: Alléné, Christopher, et al.
Published: (2025)
Monitoring of Continuous-Wave Hardware Injections in LIGO Interferometers during the O4 Observing Run
by: Baxi, Preet, et al.
Published: (2026)
by: Baxi, Preet, et al.
Published: (2026)
From LIGO to Fiber- Compact Sagnac Interferometer for Gravitational-Wave Detection
by: Hakimi, Farhad, et al.
Published: (2025)
by: Hakimi, Farhad, et al.
Published: (2025)
Identification of Resonant Frequencies in LIGO-like Suspension with Finite-Element Modeling
by: Sauter, Orion, et al.
Published: (2023)
by: Sauter, Orion, et al.
Published: (2023)
Likelihood-free inference for gravitational-wave data analysis and public alerts
by: Marx, Ethan, et al.
Published: (2025)
by: Marx, Ethan, et al.
Published: (2025)
Assessing astrophysical foreground subtraction in DECIGO using compact binary populations inferred from the first part of the LIGO-Virgo-KAGRA's fourth observation run
by: Yamamoto, Takahiro S.
Published: (2026)
by: Yamamoto, Takahiro S.
Published: (2026)
A new method to distinguish gravitational-wave signals from detector noise transients with Gravity Spy
by: Jarov, Seraphim, et al.
Published: (2023)
by: Jarov, Seraphim, et al.
Published: (2023)
Hierarchical searches for subsolar-mass binaries and the third-generation gravitational wave detector era
by: Soni, Kanchan, et al.
Published: (2024)
by: Soni, Kanchan, et al.
Published: (2024)
Narrowing RIFT: Focused simulation-based-inference for interpreting exceptional GW sources
by: Wagner, Katelyn J., et al.
Published: (2025)
by: Wagner, Katelyn J., et al.
Published: (2025)
Searches for Compact Binary Coalescence Events Using Neural Networks in LIGO/Virgo Third Observation Period
by: Menéndez-Vázquez, Alexis, et al.
Published: (2024)
by: Menéndez-Vázquez, Alexis, et al.
Published: (2024)
Constraints and detection capabilities of GW polarizations with space-based detectors in different TDI combinations
by: Wu, Jie, et al.
Published: (2024)
by: Wu, Jie, et al.
Published: (2024)
Obtaining Statistical Significance of Gravitational Wave Signals in Hierarchical Search
by: Soni, Kanchan, et al.
Published: (2023)
by: Soni, Kanchan, et al.
Published: (2023)
A Realistic Projection for Constraining Neutron Star Equation of State with the LIGO-Virgo-KAGRA Detector Network in the A+ Era
by: Boudon, Alexis, et al.
Published: (2025)
by: Boudon, Alexis, et al.
Published: (2025)
Utilizing anticoincidence veto in a search for gravitational-wave transients
by: Pal, Souradeep
Published: (2026)
by: Pal, Souradeep
Published: (2026)
Hunting for new glitches in LIGO data using community science
by: Mackenzie, E, et al.
Published: (2025)
by: Mackenzie, E, et al.
Published: (2025)
Template-Free Gravitational Wave Detection with CWT-LSTM Autoencoders: A Case Study of Run-Dependent Calibration Effects in LIGO Data
by: Cain, Jericho
Published: (2025)
by: Cain, Jericho
Published: (2025)
Improving the detection significance of gravitational wave transient searches with CNN models
by: Fernandes, Johann, et al.
Published: (2025)
by: Fernandes, Johann, et al.
Published: (2025)
Enhancing search pipelines for short gravitational wave transients with Gaussian mixture modelling
by: Smith, Leigh, et al.
Published: (2024)
by: Smith, Leigh, et al.
Published: (2024)
GRaM-X: A new GPU-accelerated dynamical spacetime GRMHD code for Exascale computing with the Einstein Toolkit
by: Shankar, Swapnil, et al.
Published: (2022)
by: Shankar, Swapnil, et al.
Published: (2022)
Improved binary black hole searches through better discrimination against noise transients
by: Choudhary, Sunil, et al.
Published: (2022)
by: Choudhary, Sunil, et al.
Published: (2022)
Similar Items
-
Coherence DeepClean: Toward autonomous denoising of gravitational-wave detector data
by: Reissel, Christina, et al.
Published: (2025) -
Microseismic Noise Mitigation with Machine Learning for Advanced LIGO
by: Reissel, Christina, et al.
Published: (2025) -
A Neural Network-Based Search for Unmodeled Transients in LIGO-Virgo-KAGRA's Third Observing Run
by: Raikman, Ryan, et al.
Published: (2024) -
Detectability of eccentric binary black holes with PyCBC and cWB pipelines during the third observing run of LIGO-Virgo-KAGRA
by: Gadre, Bhooshan, et al.
Published: (2024) -
Reconstruction of binary black hole harmonics in LIGO using deep learning
by: Chatterjee, Chayan, et al.
Published: (2024)