Demetri Psaltis

68 papers A* 4A 2Misc 2Journal 42Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Exploring Expert Specialization through Unsupervised Training in Sparse Mixture of Experts. CoRR Strahinja Nikolic, Ilker Oguz, Demetri Psaltis
2025	A	`conf`	Solar Forecasting with Causality: A Graph-Transformer Approach to Spatiotemporal Dependencies. CIKM Yanan Niu, Demetri Psaltis, Christophe Moser, Luisa Lambertini
2025	J	`jnl`	Solar Forecasting with Causality: A Graph-Transformer Approach to Spatiotemporal Dependencies. CoRR Yanan Niu, Demetri Psaltis, Christophe Moser, Luisa Lambertini
2025	A	`conf`	Solar Multimodal Transformer: Intraday Solar Irradiance Predictor Using Public Cameras and Time Series. WACV Yanan Niu, Roy Sarkis, Demetri Psaltis, Mario Paolone, Christophe Moser, Luisa Lambertini
2025	J	`jnl`	Solar Multimodal Transformer: Intraday Solar Irradiance Predictor using Public Cameras and Time Series. CoRR Yanan Niu, Roy Sarkis, Demetri Psaltis, Mario Paolone, Christophe Moser, Luisa Lambertini
2025	J	`jnl`	Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins. CoRR Ilker Oguz, Louis J. E. Suter, Jih-Liang Hsieh, Mustafa Yildirim, Niyazi Ulas Dinç, Christophe Moser, Demetri Psaltis
2025	J	`jnl`	Training of physical neural networks. Nat. Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2025	—	`conf`	Wavefront-Shaping Enabled Scalable Optical Circuit Switch. ECOC Niyazi Ulas Dinç, Mustafa Yildirim, Ilker Oguz, Demetri Psaltis, Christophe Moser
2024	J	`jnl`	Multicasting Optical Reconfigurable Switch. CoRR Niyazi Ulas Dinç, Mustafa Yildirim, Christophe Moser, Demetri Psaltis
2024	A*	`conf`	Optical Diffusion Models for Image Generation. NeurIPS Ilker Oguz, Niyazi Ulas Dinç, Mustafa Yildirim, Junjie Ke, Innfarn Yoo, Qifei Wang, Feng Yang, Christophe Moser, Demetri Psaltis
2024	J	`jnl`	Optical Diffusion Models for Image Generation. CoRR Ilker Oguz, Niyazi Ulas Dinç, Mustafa Yildirim, Junjie Ke, Innfarn Yoo, Qifei Wang, Feng Yang, Christophe Moser, Demetri Psaltis
2024	J	`jnl`	Subwavelength Imaging using a Solid-Immersion Diffractive Optical Processor. CoRR Jingtian Hu, Kun Liao, Niyazi Ulas Dinç, Carlo Gigli, Bijie Bai, Tianyi Gan, Xurong Li, Hanlong Chen, Xilin Yang, Yuhang Li, Çagatay Isil, Md Sadman Sakib Rahman, Jingxi Li, Xiaoyong Hu, Mona Jarrahi, Demetri Psaltis, Aydogan Ozcan
2024	J	`jnl`	Training of Physical Neural Networks. CoRR Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright, Peter L. McMahon, Clara C. Wanjura, Yuhang Li, Anas Skalli, Natalia G. Berloff, Tatsuhiro Onodera, Ilker Oguz, Francesco Morichetti, Philipp del Hougne, Manuel Le Gallo, Abu Sebastian, Azalia Mirhoseini, Cheng Zhang, Danijela Markovic, Daniel Brunner, Christophe Moser, Sylvain Gigan, Florian Marquardt, Aydogan Ozcan, Julie Grollier, Andrea J. Liu, Demetri Psaltis, Andrea Alù, Romain Fleury
2023	J	`jnl`	Forward-Forward Training of an Optical Neural Network. CoRR Ilker Oguz, Junjie Ke, Qifei Wang, Feng Yang, Mustafa Yildirim, Niyazi Ulas Dinç, Jih-Liang Hsieh, Christophe Moser, Demetri Psaltis
2023	J	`jnl`	Nonlinear Processing with Linear Optics. CoRR Mustafa Yildirim, Niyazi Ulas Dinç, Ilker Oguz, Demetri Psaltis, Christophe Moser
2022	A*	`conf`	Natural image synthesis for the retina with variational information bottleneck representation. NeurIPS Babak Rahmani, Demetri Psaltis, Christophe Moser
2022	J	`jnl`	Nonlinear Optical Data Transformer for Machine Learning. CoRR Mustafa Yildirim, Ilker Oguz, Fabian Kaufmann, Marc Reig Escale, Rachel Grange, Demetri Psaltis, Christophe Moser
2022	J	`jnl`	Optical Diffraction Tomography based on 3D Physics-Inspired Neural Network (PINN). CoRR Ahmed B. Ayoub, Amirhossein Saba, Carlo Gigli, Demetri Psaltis
2022	J	`jnl`	Physics-informed neural networks for diffraction tomography. CoRR Amirhossein Saba, Carlo Gigli, Ahmed B. Ayoub, Demetri Psaltis
2022	J	`jnl`	Programming Nonlinear Propagation for Efficient Optical Learning Machines. CoRR Ilker Oguz, Jih-Liang Hsieh, Niyazi Ulas Dinç, Ugur Tegin, Mustafa Yildirim, Carlo Gigli, Christophe Moser, Demetri Psaltis
2021	—	`conf`	Learning to See and Compute through Multimode Fibers. OFC Babak Rahmani, Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Damien Loterie, Eirini Kakkava, Navid Borhani, Demetri Psaltis, Christophe Moser
2021	J	`jnl`	Reusability report: Predicting spatiotemporal nonlinear dynamics in multimode fibre optics with a recurrent neural network. Nat. Mach. Intell. Ugur Tegin, Niyazi Ulas Dinç, Christophe Moser, Demetri Psaltis
2021	J	`jnl`	Scalable optical learning operator. Nat. Comput. Sci. Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Christophe Moser, Demetri Psaltis
2021	J	`jnl`	Variational framework for partially-measured physical system control: examples of vision neuroscience and optical random media. CoRR Babak Rahmani, Demetri Psaltis, Christophe Moser
2020	J	`jnl`	Actor neural networks for the robust control of partially measured nonlinear systems showcased for image propagation through diffuse media. Nat. Mach. Intell. Babak Rahmani, Damien Loterie, Eirini Kakkava, Navid Borhani, Ugur Tegin, Demetri Psaltis, Christophe Moser
2020	—	`conf`	Adaptive Regularization for Three-Dimensional Optical Diffraction Tomography. ISBI Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Demetri Psaltis, Michael Unser
2020	J	`jnl`	Optical Neural Networks: The 3D connection. CoRR Niyazi Ulas Dinç, Demetri Psaltis, Daniel Brunner
2020	J	`jnl`	Scalable Optical Learning Operator. CoRR Ugur Tegin, Mustafa Yildirim, Ilker Oguz, Christophe Moser, Demetri Psaltis
2020	J	`jnl`	Three-Dimensional Optical Diffraction Tomography With Lippmann-Schwinger Model. IEEE Trans. Computational Imaging Thanh-An Pham, Emmanuel Soubies, Ahmed B. Ayoub, Joowon Lim, Demetri Psaltis, Michael Unser
2019	J	`jnl`	Deep-learning PDEs with unlabeled data and hardwiring physics laws. CoRR S. Mohammad H. Hashemi, Demetri Psaltis
2019	J	`jnl`	Multimode Fiber Projector. CoRR Babak Rahmani, Damien Loterie, Eirini Kakkava, Navid Borhani, Ugur Tegin, Demetri Psaltis, Christophe Moser
2018	—	`conf`	Image Transmission Through Multimode Fibers. OFC Demetri Psaltis
2018	—	`conf`	Phaseless diffraction tomography with regularized beam propagation. ISBI Thanh-An Pham, Emmanuel Soubies, Joowon Lim, Alexandre Goy, Ferréol Soulez, Demetri Psaltis, Michael Unser
2017	Misc	`conf`	Optical Tomography based on a nonlinear model that handles multiple scattering. ICASSP Morteza Hasani Shoreh, Alexandre Goy, Joowon Lim, Ulugbek Kamilov, Michael Unser, Demetri Psaltis
2016	J	`jnl`	Optical Tomographic Image Reconstruction Based on Beam Propagation and Sparse Regularization. IEEE Trans. Computational Imaging Ulugbek S. Kamilov, Ioannis N. Papadopoulos, Morteza H. Shoreh, Alexandre Goy, Cédric Vonesch, Michael Unser, Demetri Psaltis
2007	J	`jnl`	Correction to "Linear and Logarithmic Capacities in Associative Neural Networks". IEEE Trans. Inf. Theory Santosh S. Venkatesh, Demetri Psaltis
2001	—	`conf`	Real-time hyperspectral imaging with volume holographic optical elements. ICIP (2) Wenhai Liu, Demetri Psaltis, George Barbastathis, Arnab Sinha
2001	Misc	`conf`	The Match Fit Algorithm: A Testbed for the Computational Motivation of Attention. International Conference on Computational Science (2) Joseph G. Billock, Demetri Psaltis, Christof Koch
2000	—	`conf`	Compact Holographic Read/Write Memory. IEEE Symposium on Mass Storage Systems Wenhai Liu, Demetri Psaltis
2000	—	`conf`	Optically Reconfigurable Gate Array. AIPR Jose Mumbru, George Panotopoulos, Demetri Psaltis, Xin An, Gan Zhou, Fai Mok
1999	J	`jnl`	Holographic random access memory (HRAM). Proc. IEEE Ernest Chuang, Wenhai Liu, Jean-Jacques P. Drolet, Demetri Psaltis
1998	—	`conf`	3-D measurements using conoscopy and application to ophthalmology. EUSIPCO Christophe Moser, George Barbastathis, Demetri Psaltis
1998	J	`jnl`	Capacity of Two-Layer Feedforward Neural Networks with Binary Weights. IEEE Trans. Inf. Theory Chuanyi Ji, Demetri Psaltis
1998	J	`jnl`	Holographic Data Storage. Computer Demetri Psaltis, Geoffrey W. Burr
1997	J	`jnl`	Network Synthesis through Data-Driven Growth and Decay. Neural Networks Chuanyi Ji, Demetri Psaltis
1996	—	`conf`	Holographic 3D disks. ICECS Demetri Psaltis, George Barbastathis, Allen Pu
1994	J	`jnl`	On the finite sample performance of the nearest neighbor classifier. IEEE Trans. Inf. Theory Demetri Psaltis, Robert R. Snapp, Santosh S. Venkatesh
1992	A*	`conf`	Bellman Strikes Again! The Growth Rate of Sample Complexity with Dimension for the Nearest Neighbor Classifier. COLT Santosh S. Venkatesh, Robert R. Snapp, Demetri Psaltis
1992	J	`jnl`	On Reliable Computation With Formal Neurons. IEEE Trans. Pattern Anal. Mach. Intell. Santosh S. Venkatesh, Demetri Psaltis
1991	—	`conf`	Optical disks in optical computing. Compcon Mark A. Neifeld, Alan A. Yamamura, Subrata Rakshit, Seiji Kobayashi, Demetri Psaltis
1991	—	`conf`	The VC-Dimension versus the Statistical Capacity of Multilayer Networks. NIPS Chuanyi Ji, Demetri Psaltis
1991	A*	`conf`	The VC-Dimension vs. the Statistical Capacity for Two Layer Networks with Binary Weights. COLT Chuanyi Ji, Demetri Psaltis
1990	—	`conf`	Asymptotic Slowing Down of the Nearest-Neighbor Classifier. NIPS Robert R. Snapp, Demetri Psaltis, Santosh S. Venkatesh
1990	J	`jnl`	Generalizing Smoothness Constraints from Discrete Samples. Neural Comput. Chuanyi Ji, Robert R. Snapp, Demetri Psaltis
1990	J	`jnl`	Shaping attraction basins in neural networks. Neural Networks Santosh S. Venkatesh, Girish Pancha, Demetri Psaltis, Gabriel Sirat
1989	J	`jnl`	Binary filters for pattern classification. IEEE Trans. Acoust. Speech Signal Process. Santosh S. Venkatesh, Demetri Psaltis
1989	J	`jnl`	Linear and logarithmic capacities in associative neural networks. IEEE Trans. Inf. Theory Santosh S. Venkatesh, Demetri Psaltis
1989	J	`jnl`	Optoelectronic implementations of neural networks. IEEE Commun. Mag. Demetri Psaltis, Alan A. Yamamura, Ken Hsu, Steven Lin, Xiang-guang Gu, David Brady
1988	J	`jnl`	Composite algorithms for shaping attraction basins. Neural Networks Santosh S. Venkatesh, Girish Pancha, Demetri Psaltis
1988	J	`jnl`	Fractal sampling grids for holographic optical interconnections. Neural Networks Demetri Psaltis, Xiang-guang Gu
1988	J	`jnl`	Higher order associative memories and their optical implementations. Neural Networks Demetri Psaltis, Cheol Hoon Park, John Hong
1988	—	`conf`	Invariance and discrimination properties of the optical associative loop. ICNN Ken Hsu, Demetri Psaltis
1988	—	`conf`	The emergence of generalization in networks with constrained representations. ICNN Demetri Psaltis, Mark A. Neifeld
1987	—	`conf`	Experimental Demonstrations of Optical Neural Computers. NIPS Ken Hsu, David Brady, Demetri Psaltis
1987	—	`conf`	Optical Neural Networks. COMPCON Demetri Psaltis
1986	—	`conf`	Optical Realization of Neural Network Models. FJCC Demetri Psaltis
1985	J	`jnl`	Image Normalization by Complex Moments. IEEE Trans. Pattern Anal. Mach. Intell. Yaser S. Abu-Mostafa, Demetri Psaltis
1984	J	`jnl`	Recognitive Aspects of Moment Invariants. IEEE Trans. Pattern Anal. Mach. Intell. Yaser S. Abu-Mostafa, Demetri Psaltis