Julien N. P. Martel

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 37

Top Topics

Eye Gaze Tracking

Depth From Focus

Weight Matrices

Top Venues

Publications

Bongjin Koo, Julien N. P. Martel, Ariana Peck, Axel Levy, Frédéric Poitevin, Nina Miolane
Reconstructing Heterogeneous Cryo-EM Molecular Structures by Decomposing Them into Polymer Chains. CoRR (2023)
Axel Levy, Gordon Wetzstein, Julien N. P. Martel, Frédéric Poitevin, Ellen D. Zhong
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM. CoRR (2022)
Cindy M. Nguyen, Julien N. P. Martel, Gordon Wetzstein
Learning Spatially Varying Pixel Exposures for Motion Deblurring. ICCP (2022)
Haley M. So, Julien N. P. Martel, Gordon Wetzstein, Piotr Dudek
MantissaCam: Learning Snapshot High-dynamic-range Imaging with Perceptually-based In-pixel Irradiance Encoding. ICCP (2022)
Youssef Nashed, Ariana Peck, Julien N. P. Martel, Axel Levy, Bongjin Koo, Gordon Wetzstein, Nina Miolane, Daniel Ratner, Frédéric Poitevin
Heterogeneous reconstruction of deformable atomic models in Cryo-EM. CoRR (2022)
Cindy M. Nguyen, Julien N. P. Martel, Gordon Wetzstein
Learning Spatially Varying Pixel Exposures for Motion Deblurring. CoRR (2022)
Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. CoRR (2022)
Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef S. G. Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. ECCV (21) (2022)
Axel Levy, Gordon Wetzstein, Julien N. P. Martel, Frédéric Poitevin, Ellen D. Zhong
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM. NeurIPS (2022)
David B. Lindell, Julien N. P. Martel, Gordon Wetzstein
AutoInt: Automatic Integration for Fast Neural Volume Rendering. CVPR (2021)
Haley M. So, Julien N. P. Martel, Piotr Dudek, Gordon Wetzstein
MantissaCam: Learning Snapshot High-dynamic-range Imaging with Perceptually-based In-pixel Irradiance Encoding. CoRR (2021)
Julien N. P. Martel, David B. Lindell, Connor Z. Lin, Eric R. Chan, Marco Monteiro, Gordon Wetzstein
Acorn: adaptive coordinate networks for neural scene representation. ACM Trans. Graph. 40 (4) (2021)
Edwin Vargas, Julien N. P. Martel, Gordon Wetzstein, Henry Arguello
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems. ICCV (2021)
Edwin Vargas, Julien N. P. Martel, Gordon Wetzstein, Henry Arguello
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems. CoRR (2021)
Julien N. P. Martel, David B. Lindell, Connor Z. Lin, Eric R. Chan, Marco Monteiro, Gordon Wetzstein
ACORN: Adaptive Coordinate Networks for Neural Scene Representation. CoRR (2021)
Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli, Jörg Conradt, Gordon Wetzstein
Event-Based Near-Eye Gaze Tracking Beyond 10, 000 Hz. IEEE Trans. Vis. Comput. Graph. 27 (5) (2021)
David B. Lindell, Julien N. P. Martel, Gordon Wetzstein
AutoInt: Automatic Integration for Fast Neural Volume Rendering. CoRR (2020)
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein
Implicit Neural Representations with Periodic Activation Functions. NeurIPS (2020)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek, Gordon Wetzstein
Neural Sensors: Learning Pixel Exposures for HDR Imaging and Video Compressive Sensing With Programmable Sensors. IEEE Trans. Pattern Anal. Mach. Intell. 42 (7) (2020)
Thanuja D. Ambegoda, Julien N. P. Martel, Jozef Adamcik, Matthew Cook, Richard H. R. Hahnloser
Estimation of Z-Thickness and XY-Anisotropy of Electron Microscopy Images using Gaussian Processes. CoRR (2020)
Anastasios N. Angelopoulos, Julien N. P. Martel, Amit P. S. Kohli, Jörg Conradt, Gordon Wetzstein
Event Based, Near Eye Gaze Tracking Beyond 10, 000Hz. CoRR (2020)
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein
Implicit Neural Representations with Periodic Activation Functions. CoRR (2020)
Sebastian Glatz, Julien N. P. Martel, Raphaela Kreiser, Ning Qiao, Yulia Sandamirskaya
Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor. ICRA (2019)
Sebastian Glatz, Julien N. P. Martel, Raphaela Kreiser, Ning Qiao, Yulia Sandamirskaya
Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor. CoRR (2018)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek
Real-Time Depth From Focus on a Programmable Focal Plane Processor. IEEE Trans. Circuits Syst. I Regul. Pap. (3) (2018)
Peter U. Diehl, Julien N. P. Martel, Jakob Buhmann, Matthew Cook
Factorized Computation: What the Neocortex Can Tell Us About the Future of Computing. Frontiers Comput. Neurosci. 12 (2018)
Raphaela Kreiser, Matteo Cartiglia, Julien N. P. Martel, Jörg Conradt, Yulia Sandamirskaya
A Neuromorphic Approach to Path Integration: A Head-Direction Spiking Neural Network with Vision-driven Reset. ISCAS (2018)
Julien N. P. Martel, Jonathan Müller, Jörg Conradt, Yulia Sandamirskaya
An Active Approach to Solving the Stereo Matching Problem using Event-Based Sensors. ISCAS (2018)
Lorenz K. Müller, Julien N. P. Martel, Giacomo Indiveri
Kernelized Synaptic Weight Matrices. ICML (2018)
Julien N. P. Martel, Jonathan Müller, Jörg Conradt, Yulia Sandamirskaya
Live Demonstration: An Active System for Depth Reconstruction using Event-Based Sensors. ISCAS (2018)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Jonathan Müller, Yulia Sandamirskaya, Piotr Dudek
Live demonstration: Depth from focus on a focal plane processor using a focus tunable liquid lens. ISCAS (2017)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek
High-speed depth from focus on a programmable vision chip using a focus tunable lens. ISCAS (2017)
Diederik Paul Moeys, Cheng-Han Li, Julien N. P. Martel, Simeon A. Bamford, Luca Longinotti, Vasyl Motsnyi, David San Segundo Bello, Tobi Delbrück
Color temporal contrast sensitivity in dynamic vision sensors. ISCAS (2017)
Fabian Tschopp, Julien N. P. Martel, Srinivas C. Turaga, Matthew Cook, Jan Funke
Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems. ISBI (2016)
Julien N. P. Martel, Yulia Sandamirskaya, Piotr Dudek
A Demonstration of Tracking using Dynamic Neural Fields on a Programmable Vision Chip: Demo. ICDSC (2016)
Julien N. P. Martel, Yulia Sandamirskaya
A Neuromorphic Approach for Tracking using Dynamic Neural Fields on a Programmable Vision-chip. ICDSC (2016)
Julien N. P. Martel, Lorenz K. Müller, Stephen J. Carey, Piotr Dudek
Parallel HDR tone mapping and auto-focus on a cellular processor array vision chip. ISCAS (2016)
Julien N. P. Martel, Miguel Chau, Piotr Dudek, Matthew Cook
Toward joint approximate inference of visual quantities on cellular processor arrays. ISCAS (2015)
Julien N. P. Martel, Miguel Chau, Matthew Cook, Piotr Dudek
Pixel interlacing to trade off the resolution of a cellular processor array against more registers. ECCTD (2015)
Jan Funke, Julien N. P. Martel, Stephan Gerhard, Björn Andres, Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber, Hanspeter Pfister, Albert Cardona, Matthew Cook
Candidate Sampling for Neuron Reconstruction from Anisotropic Electron Microscopy Volumes. MICCAI (1) (2014)
Julien N. P. Martel, Toru Nakashika, Christophe Garcia, Khalid Idrissi
A Combination of Hand-Crafted and Hierarchical High-Level Learnt Feature Extraction for Music Genre Classification. ICANN (2013)