Eickenberg, Michael

21 publications

ICLR 2025 PETRA: Parallel End-to-End Training with Reversible Architectures Stephane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon

AAAI 2024 Adversarial Attacks on the Interpretation of Neuron Activation Maximization Géraldin Nanfack, Alexander Fulleringer, Jonathan Marty, Michael Eickenberg, Eugene Belilovsky

CoLLAs 2024 Channel-Selective Normalization for Label-Shift Robust Test-Time Adaptation Pedro Vianna, Muawiz Sajjad Chaudhary, Paria Mehrbod, An Tang, Guy Cloutier, Guy Wolf, Michael Eickenberg, Eugene Belilovsky

ICML 2024 MoMo: Momentum Models for Adaptive Learning Rates Fabian Schaipp, Ruben Ohana, Michael Eickenberg, Aaron Defazio, Robert M. Gower

NeurIPS 2024 Multiple Physics Pretraining for Spatiotemporal Surrogate Models Michael McCabe, Bruno Régaldo-Saint Blancard, Liam Parker, Ruben Ohana, Miles Cranmer, Alberto Bietti, Michael Eickenberg, Siavash Golkar, Geraud Krawezik, Francois Lanusse, Mariel Pettee, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

TMLR 2024 Statistical Component Separation for Targeted Signal Recovery in Noisy Mixtures Bruno Régaldo-Saint Blancard, Michael Eickenberg

NeurIPSW 2023 AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models Francois Lanusse, Liam Holden Parker, Siavash Golkar, Alberto Bietti, Miles Cranmer, Michael Eickenberg, Geraud Krawezik, Michael McCabe, Ruben Ohana, Mariel Pettee, Bruno Régaldo-Saint Blancard, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

ICML 2023 Can Forward Gradient Match Backpropagation? Louis Fournier, Stephane Rivaud, Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon

NeurIPSW 2023 Channel Selection for Test-Time Adaptation Under Distribution Shift Pedro Vianna, Muawiz Sajjad Chaudhary, An Tang, Guy Cloutier, Guy Wolf, Michael Eickenberg, Eugene Belilovsky

NeurIPSW 2023 Multiple Physics Pretraining for Physical Surrogate Models Michael McCabe, Bruno Régaldo-Saint Blancard, Liam Holden Parker, Ruben Ohana, Miles Cranmer, Alberto Bietti, Michael Eickenberg, Siavash Golkar, Geraud Krawezik, Francois Lanusse, Mariel Pettee, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

ICMLW 2023 Preventing Dimensional Collapse in Contrastive Local Learning with Subsampling Louis Fournier, Adeetya Patel, Michael Eickenberg, Edouard Oyallon, Eugene Belilovsky

NeurIPSW 2023 xVal: A Continuous Number Encoding for Large Language Models Siavash Golkar, Mariel Pettee, Michael Eickenberg, Alberto Bietti, Miles Cranmer, Geraud Krawezik, Francois Lanusse, Michael McCabe, Ruben Ohana, Liam Holden Parker, Bruno Régaldo-Saint Blancard, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

NeurIPSW 2022 Adversarial Attacks on Feature Visualization Methods Jonathan Marty, Eugene Belilovsky, Michael Eickenberg

ICLRW 2022 Local Learning with Neuron Groups Adeetya Patel, Michael Eickenberg, Eugene Belilovsky

CVPR 2022 Parametric Scattering Networks Shanel Gauthier, Benjamin Thérien, Laurent Alsène-Racicot, Muawiz Chaudhary, Irina Rish, Eugene Belilovsky, Michael Eickenberg, Guy Wolf

NeurIPSW 2021 A Finer Mapping of Convolutional Neural Network Layers to the Visual Cortex Tom Dupre la Tour, Michael Lu, Michael Eickenberg, Jack L. Gallant

ICML 2020 Decoupled Greedy Learning of CNNs Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon

MLOSS 2020 Kymatio: Scattering Transforms in Python Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gaspar Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Muawiz Chaudhary, Matthew J. Hirn, Edouard Oyallon, Sixin Zhang, Carmine Cella, Michael Eickenberg

ICML 2019 Greedy Layerwise Learning Can Scale to ImageNet Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon

NeurIPS 2017 Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities Michael Eickenberg, Georgios Exarchakis, Matthew Hirn, Stephane Mallat

NeurIPS 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data Danilo Bzdok, Michael Eickenberg, Olivier Grisel, Bertrand Thirion, Gael Varoquaux