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Detecting Gravitational Waves from compact binaries via Anomaly Detection using Convolutional AutoEncoders

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Filip Morawski, Michał Bejger, Elena Cuoco, Luigia Petre

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VIR-0988B-20

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20:30, Sunday, 22 November, 2020

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morawski

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https://tds.virgo-gw.eu/ql/?c=16113

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- Safety tests on new h(t) gating technique for MBTA (VIR-0009B-19)
- Search for Gravitational Waves Associated with Gamma-Ray Bursts Detected by Fermi and Swift During the LIGO-Virgo Run O3b (VIR-1099A-21)
- Search for sub-solar mass binaries in the first half of Advanced LIGO and Virgo third observation run (VIR-0541A-21)
- Search for sub-solar mass binaries in the first half of Advanced LIGO and Virgo third observation run (VIR-0877E-21)
- Searches for Compact Binary Coalescence events using Neural Networks in LIGO/Virgo Second Observation Period (VIR-1068C-20)
- Searches for Compact Binary Coalescence events using Neural Networks in LIGO/Virgo Second Observation Period (VIR-1078A-20)
- Searching for new physics during gravitational waves propagation (VIR-0675A-21)
- Searching for new physics during gravitational waves propagation (VIR-1082A-21)
- Silentec – A method to study transient noises and clean the data (VIR-0379A-16)
- Slides - A joint GW/GRB Bayesian study for low-luminosity short GRB population - Virgo Week July 2021 Presentation (VIR-0783A-21)
- Source classification of LIGO-Virgo candidate events (VIR-1090A-21)
- Source classification of compact binary mergers in the LIGO and Virgo data with the MBTA pipeline (VIR-0506A-21)
- Spiral-wave wind for the blue kilonova (VIR-0701A-19)
- Splitting the third hair: constraints on Kerr-Newman black holes from merger-ringdown gravitational-wave observations (VIR-1036A-21)
- Splitting the third hair: constraints on Kerr-Newman black holes from merger-ringdown gravitational-waves observations (VIR-0807A-21)
- Status of TEOBResumS and related waveform models (VIR-0580A-18)
- Status on TOV solvers and Post-Merger Signals (LVK Extreme matter f2f 2021-09-06) (VIR-1003A-21)
- Strong and weak lensing of Gravitational Waves: a semi-analytical approach (VIR-1252A-19)
- Study of the Advence Virgo timing resolution for the inspiral low latency pipeline MBTA with software injections (VIR-0275A-12)
- Sub-grid models for MHD simulations of binary neutron star mergers (VIR-0063A-21)
- Sub-solar mass CBC search with MBTA (VIR-0069A-21)
- Summary of the April 23 meeting with astronomers (VIR-0177B-15)
- Systematics of prompt black-hole formation in neutron star mergers (VIR-0822A-20)
- TEOBResum: improved tidal multipolar gravitational waveforms up to merger (VIR-0705A-18)
- TEOBResumS: assessment of consistent next-to-quasicircular corrections and post-adiabatic approximation in multipolar binary black holes waveforms (VIR-0316B-21)
- Technical note on the measurement of inspiral higher order modes by coherentWaveBurst in GW190814 (VIR-0319B-20)
- Testing The Area Quantisation Hypothesis From Black Hole Ringdown Signals (VIR-0744A-19)
- Testing the area quantisation hypothesis from black hole ringdown signals (VIR-0107B-19)
- Testing the area quantisation hypothesis from black hole ringdown signals (VIR-0206A-19)
- Testing the consistency of BAYESTAR localisations (VIR-0046A-21)
- Tests of General Relativity with GW170817 (VIR-0627D-18)
- Tests of general relativity from binary black hole coalescences (VIR-0170A-18)
- The Compose data base (VIR-1048A-21)
- The LIGO-Virgo O3 run and the follow-up investigations (VIR-1094A-21)
- The LSC-Virgo White Paper on Gravitational Wave Data Analysis and Astrophysics (2018-2019 edition) (VIR-0119B-18)
- The LSC-Virgo White Paper on Gravitational Wave Data Analysis and Astrophysics (Summer 2019 edition) (VIR-0812B-19)
- The LSC-Virgo-KAGRA Observational Science White Paper (Summer 2020 edition) (VIR-0666B-20)
- The LSC-Virgo-KAGRA Observational Science White Paper (Summer 2021 edition) (VIR-0753D-21)
- The Low-Latency R&D subgroup (VIR-0264A-18)
- The MBTA Pipeline for Detecting Compact Binary Coalescences in the Third LIGO-Virgo Observing Run (VIR-0505A-21)
- The MBTA Pipeline for Detecting Compact Binary Coalescences in the Third LIGO-Virgo Observing Run (VIR-0879A-21)
- The MBTA Pipeline for Detecting Compact Binary Coalescences in the Third LIGO-Virgo Observing Run (VIR-1067B-20)
- The NSBH "coherent" EM/GW projetc (VIR-0606A-18)
- The O3 run and the LVC alert system: lessons learned (VIR-0920A-20)
- The Origin of LVC’s merging compact objects (from BBHs to DNS) (VIR-0106A-20)
- The Search for Advanced LIGO Single Interferometer Compact Binary Coalescence Signals in Coincidence with Gamma-Ray Events in Fermi-GBM (VIR-1022A-19)
- The detection of compact binary mergers using the Advanced LIGO and Advanced Virgo detectors (VIR-0727A-19)
- The document on data release policy (VIR-0648B-20)
- The effect of the energy functional on the pasta-phase properties of catalysed neutron stars (VIR-0793A-21)
- The first year of AUTh group in Virgo - presentation at VSC, 2021-07-28 (A) & 2021-08-25 (B) & final version presented at VSC (C) (VIR-0922C-21)
- The hunt for sub-solar primordial black holes in low mass ratio binaries is open (VIR-0497A-21)
- The information emission rate of binary black holes remnants detected by LIGO-Virgo obey the Bekenstein-Hod universal bound (VIR-0955A-19)
- The next generation: Impact of high-order analytical information on effective one body waveform models for noncircularized, spin-aligned black hole binaries (VIR-0933A-21)
- The nuclear matter density functional under the nucleonic hypothesis (VIR-0968A-21)
- The recent observation of gravitational waves from two neutron stars - black holes coalescences (VIR-0853A-21)
- The robustness of the association of GW170817 and GRB 170817A (VIR-0684A-21)
- The stepping-stone sampling algorithm for calculating the evidence of gravitational wave models (VIR-0658A-18)
- Torino group presentation (VIR-0735A-18)
- Total local rate iso-lines on the gamma-ray burst luminosity function plane (VIR-0209A-21)
- Total-variation methods for gravitational-wave denoising: performance tests on Advanced LIGO data (VIR-0331A-18)
- Towards the AdV computing model update: CDP part (to be presented at ECC meeting) (VIR-0706C-18)
- UNIFIED EQUATION OF STATE FOR NEUTRON STARS BASED ON THE GOGNY INTERACTION (VIR-0864A-21)
- Uncertainties in the pasta-phase properties in catalysed neutron stars (VIR-0360A-21)
- Unveiling the enigma of ATLAS17aeu (VIR-0462A-18)
- Update Circular with final skymap of GW170104 (VIR-0279A-17)
- Updated universal relations for tidal deformabilities of neutron stars from phenomenological equations of state (VIR-1113A-20)
- Upgrading GWcosmo towards O3 H0 estimation. (VIR-0629A-20)
- Using Omicron to improve PyCBC search’s sensitivity (VIR-1019A-21)
- Using Omicron to improve PyCBC's search sensitivity (ISAPP school version) (VIR-0561A-21)
- VIRGO-the-future (my personal vision) (VIR-0486B-20)
- Veto streams studies with PyCBC offline O3 results (VIR-0380A-21)
- Virgo offline computing and data processing (VIR-0541A-19)
- Virgo offline computing and data processing (VIR-0782A-18)
- Was GW190814 a Black Hole - Strange Quark Star system? (VIR-0812A-21)
- Waveforms for coalescing binaries: a status report (VIR-0099A-20)
- Waveforms from coalescing binaries: where we need to improve? (VIR-0809A-21)
- Wavelet graphs for the detection of gravitational waves: application to eccentric binary black holes (VIR-0091A-19)
- cWB offline O2 searches related to CBC sources (VIR-0825A-17)
- coherentWaveBurst contribution to current LVC papers (VIR-0387A-20)
- gwmodel: a Python infrastructure for gravitational wave parameter estimation (VIR-0712A-19)
- kiloHertz gravitational waves from binary neutron star remnants: time-domain model and constraints on extreme matter (VIR-0809A-19)
- ￼￼Gravitational-wave observation: the tale of the discoveries (VIR-0817A-17)

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- Full Virgo Collaboration Publication and Presentation Rules are available here.