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Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems by Barco, Gabriel Missael, Adam, Alexandre, Stone, Connor, Hezaveh, Yashar, Perreault-Levasseur, Laurence

Published 2024

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Inpainting Galaxy Counts onto N-Body Simulations over Multiple Cosmologies and Astrophysics by Bourdin, Antoine, Legin, Ronan, Ho, Matthew, Adam, Alexandre, Hezaveh, Yashar, Perreault-Levasseur, Laurence

Published 2024

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Probabilistic Interpolation of Sagittarius A*'s Multi-Wavelength Light Curves Using Diffusion Models by Sasseville, Gabriel, Hlavacek-Larrondo, Julie, Haggard, Daryl, Adam, Alexandre, Paugnat, Hadrien, Witzel, Gunther

Published 2026

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The spatially-resolved effect of mergers on the stellar mass assembly of MaNGA galaxies by Angeloudi, Eirini, Huertas-Company, Marc, Falcón-Barroso, Jesús, Perreault-Levasseur, Laurence, Adam, Alexandre, Boecker, Alina

Published 2025

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Deconvolving X-ray Galaxy Cluster Spectra Using a Recurrent Inference Machine by Rhea, Carter, Hlavacek-Larrondo, Julie, Adam, Alexandre, Kraft, Ralph, Bogdan, Akos, Perreault-Levasseur, Laurence, Prunier, Marine

Published 2024

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Pixellated Posterior Sampling of Point Spread Functions in Astronomical Images by Stone, Connor, Legin, Ronan, Adam, Alexandre, Malkin, Nikolay, Barco, Gabriel Missael, Perreaul-Levasseur, Laurence, Hezaveh, Yashar

Published 2025

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IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors by Dia, Noé, Yantovski-Barth, M. J., Adam, Alexandre, Bowles, Micah, Perreault-Levasseur, Laurence, Hezaveh, Yashar, Scaife, Anna

Published 2025

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Mind the Information Gap: Unveiling Detailed Morphologies of z 0.5-1.0 Galaxies with SLACS Strong Lenses and Data-Driven Analysis by Legin, Ronan, Stone, Connor, Adam, Alexandre, Barco, Gabriel Missael, Coogan, Adam, Malkin, Nikolay, Perreault-Levasseur, Laurence, Hezaveh, Yashar

Published 2025

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Improved off-policy training of diffusion samplers by Sendera, Marcin, Kim, Minsu, Mittal, Sarthak, Lemos, Pablo, Scimeca, Luca, Rector-Brooks, Jarrid, Adam, Alexandre, Bengio, Yoshua, Malkin, Nikolay

Published 2024

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Caustics: A Python Package for Accelerated Strong Gravitational Lensing Simulations by Stone, Connor, Adam, Alexandre, Coogan, Adam, Yantovski-Barth, M. J., Filipp, Andreas, Setiawan, Landung, Core, Cordero, Legin, Ronan, Wilson, Charles, Barco, Gabriel Missael, Hezaveh, Yashar, Perreault-Levasseur, Laurence

Published 2024

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11

Amortizing intractable inference in diffusion models for vision, language, and control by Venkatraman, Siddarth, Jain, Moksh, Scimeca, Luca, Kim, Minsu, Sendera, Marcin, Hasan, Mohsin, Rowe, Luke, Mittal, Sarthak, Lemos, Pablo, Bengio, Emmanuel, Adam, Alexandre, Rector-Brooks, Jarrid, Bengio, Yoshua, Berseth, Glen, Malkin, Nikolay

Published 2024

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12

Solving Bayesian inverse problems with diffusion priors and off-policy RL by Scimeca, Luca, Venkatraman, Siddarth, Jain, Moksh, Kim, Minsu, Sendera, Marcin, Hasan, Mohsin, Rowe, Luke, Mittal, Sarthak, Lemos, Pablo, Bengio, Emmanuel, Adam, Alexandre, Rector-Brooks, Jarrid, Hezaveh, Yashar, Perreault-Levasseur, Laurence, Bengio, Yoshua, Berseth, Glen, Malkin, Nikolay

Published 2025

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Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems by Barco, Gabriel Missael, Adam, Alexandre, Stone, Connor, Hezaveh, Yashar, Perreault-Levasseur, Laurence

Inpainting Galaxy Counts onto N-Body Simulations over Multiple Cosmologies and Astrophysics by Bourdin, Antoine, Legin, Ronan, Ho, Matthew, Adam, Alexandre, Hezaveh, Yashar, Perreault-Levasseur, Laurence

Probabilistic Interpolation of Sagittarius A*'s Multi-Wavelength Light Curves Using Diffusion Models by Sasseville, Gabriel, Hlavacek-Larrondo, Julie, Haggard, Daryl, Adam, Alexandre, Paugnat, Hadrien, Witzel, Gunther

The spatially-resolved effect of mergers on the stellar mass assembly of MaNGA galaxies by Angeloudi, Eirini, Huertas-Company, Marc, Falcón-Barroso, Jesús, Perreault-Levasseur, Laurence, Adam, Alexandre, Boecker, Alina

Deconvolving X-ray Galaxy Cluster Spectra Using a Recurrent Inference Machine by Rhea, Carter, Hlavacek-Larrondo, Julie, Adam, Alexandre, Kraft, Ralph, Bogdan, Akos, Perreault-Levasseur, Laurence, Prunier, Marine

Pixellated Posterior Sampling of Point Spread Functions in Astronomical Images by Stone, Connor, Legin, Ronan, Adam, Alexandre, Malkin, Nikolay, Barco, Gabriel Missael, Perreaul-Levasseur, Laurence, Hezaveh, Yashar

IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors by Dia, Noé, Yantovski-Barth, M. J., Adam, Alexandre, Bowles, Micah, Perreault-Levasseur, Laurence, Hezaveh, Yashar, Scaife, Anna

Mind the Information Gap: Unveiling Detailed Morphologies of z 0.5-1.0 Galaxies with SLACS Strong Lenses and Data-Driven Analysis by Legin, Ronan, Stone, Connor, Adam, Alexandre, Barco, Gabriel Missael, Coogan, Adam, Malkin, Nikolay, Perreault-Levasseur, Laurence, Hezaveh, Yashar

Improved off-policy training of diffusion samplers by Sendera, Marcin, Kim, Minsu, Mittal, Sarthak, Lemos, Pablo, Scimeca, Luca, Rector-Brooks, Jarrid, Adam, Alexandre, Bengio, Yoshua, Malkin, Nikolay

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Search Results - Adam, Alexandre

Tackling the Problem of Distributional Shifts: Correcting Misspecified, High-Dimensional Data-Driven Priors for Inverse Problems by Barco, Gabriel Missael, Adam, Alexandre, Stone, Connor, Hezaveh, Yashar, Perreault-Levasseur, Laurence

Inpainting Galaxy Counts onto N-Body Simulations over Multiple Cosmologies and Astrophysics by Bourdin, Antoine, Legin, Ronan, Ho, Matthew, Adam, Alexandre, Hezaveh, Yashar, Perreault-Levasseur, Laurence

Probabilistic Interpolation of Sagittarius A*'s Multi-Wavelength Light Curves Using Diffusion Models by Sasseville, Gabriel, Hlavacek-Larrondo, Julie, Haggard, Daryl, Adam, Alexandre, Paugnat, Hadrien, Witzel, Gunther

The spatially-resolved effect of mergers on the stellar mass assembly of MaNGA galaxies by Angeloudi, Eirini, Huertas-Company, Marc, Falcón-Barroso, Jesús, Perreault-Levasseur, Laurence, Adam, Alexandre, Boecker, Alina

Deconvolving X-ray Galaxy Cluster Spectra Using a Recurrent Inference Machine by Rhea, Carter, Hlavacek-Larrondo, Julie, Adam, Alexandre, Kraft, Ralph, Bogdan, Akos, Perreault-Levasseur, Laurence, Prunier, Marine

Pixellated Posterior Sampling of Point Spread Functions in Astronomical Images by Stone, Connor, Legin, Ronan, Adam, Alexandre, Malkin, Nikolay, Barco, Gabriel Missael, Perreaul-Levasseur, Laurence, Hezaveh, Yashar

IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priors by Dia, Noé, Yantovski-Barth, M. J., Adam, Alexandre, Bowles, Micah, Perreault-Levasseur, Laurence, Hezaveh, Yashar, Scaife, Anna

Mind the Information Gap: Unveiling Detailed Morphologies of z 0.5-1.0 Galaxies with SLACS Strong Lenses and Data-Driven Analysis by Legin, Ronan, Stone, Connor, Adam, Alexandre, Barco, Gabriel Missael, Coogan, Adam, Malkin, Nikolay, Perreault-Levasseur, Laurence, Hezaveh, Yashar

Improved off-policy training of diffusion samplers by Sendera, Marcin, Kim, Minsu, Mittal, Sarthak, Lemos, Pablo, Scimeca, Luca, Rector-Brooks, Jarrid, Adam, Alexandre, Bengio, Yoshua, Malkin, Nikolay

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