ID | Title & GatherTown Link | Authors | YouTube Link |
01 | ISP Distillation | Eli Schwartz, Alex Bronstein, Technion, Raja Giryes | |
02 | HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search | Niv Nayman, Yonathan Aflalo, Asaf Noy, Lihi Zelnik-Manor | |
03 | PILOT: Physics-Informed Learned Optimized Trajectories for Accelerated MRI | Tomer Weiss, Ortal Senouf, Sanketh Vedula, Oleg Michailovich, Michael Zibulevsky, Alex Bronstein | |
04 | Towards learned optimal q-space sampling in diffusion MRI | Tomer Weiss, Sanketh Vedula, Ortal Senouf, Oleg Michailovich, Alex Bronstein | |
05 | Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times | Omer Dahary, Matan Jacoby, Alex Bronstein | Video |
06 | Single scattering modeling of speckle correlation | Chen Bar, Marina Alterman, Ioannis Gkioulekas, Anat Levin | Video |
07 | Path Tracing Estimators for Refractive Radiative Transfer | Adithya Pediredla, Yasin Karimi Chalmiani, Matteo Giuseppe, Scopelliti, Maysam Chamanzar, Srinivasa Narasimhan, Ioannis Gkioulekas | Video |
08 | Imaging with local speckle intensity correlations: theory and practice | Marina Alterman ,Chen Bar, Ioannis GKioulekas, Anat Levin | Video |
09 | FreeCam3D: Snapshot Structured Light 3D with Freely-moving Cameras | Yicheng Wu, Vivek Boominathan, Xuan Zhao, Jacob T. Robinson, Hiroshi Kawasaki, Aswin Sankaranarayanan, Ashok Veeraraghavan | Video |
10 | The Benefit of Distraction: Denoising Remote Vitals Measurements using Inverse Attention | Ewa Nowara, Daniel McDuff, Ashok Veeraraghavan | Video |
11 | Computationally Extended Depth-of-Field for Microscopy-On-the-Go | Judith Fischer, Aviad Avni, Tali Treibitz | Video |
12 | Design of cameras, formation satellites and orbit for conducting optical scattering tomography of clouds from space | Vadim Holodovsky, Masada Tzabari, Yoav Y. Schechner, Omer Shubi, Eshkol Eytan, Orit Altaratz, Ilan Koren, Anna Aumann, Klaus Schilling | Video |
14 | iToF2dToF: A Robust and Flexible Representation for Data-driven iToF Imaging | Felipe Gutierrez-Barragan, Huaijin Chen, Mohit Gupta, Andreas Velten, Jinwei Gu | Video |
15 | Imaging privacy threats from an ambient light sensor | Yang Liu, Gregory W. Wornell, William T. Freeman, Frédo Durand | Video |
16 | 3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields | Yael Sde-Chen, Yoav Y. Schechner, Vadim Holodovsky, Eshkol Eytan | Video |
17 | Spatiotemporal tomography based on scattered multiangular signals and its application for resolving evolving clouds using moving platforms | Roi Ronen, Yoav Y. Schechner, Eshkol Eytan | Video |
18 | Large-scale holographic particle 3D imaging with the beam propagation model | Hao Wang, Waleed Tahir, Jiabei Zhu, Lei Tian | Video |
19 | Scattering Tomography Using Multiplexed X-ray Sources | Yoni Gat, Yoav Y. Schechner, Rajiv Gupta | Video |
20 | What’s Out There? Increasing the Visibility in Underwater Images | Deborah Steinberger-Levy, Yuval Goldfracht, Aviad Avni, Ilan Mardix, Nir Eliaz, Tali Treibitz | Video |
21 | Optimizing ToF Coding for Long-range 3D Imaging | Felipe Gutierrez-Barragan, Mohit Gupta, Andreas Velten | Video |
22 | Do We Need Depth in State-Of-The-Art Face Authentication? | Amir Livne, Ziv Aviv, Shahaf Grofit, Alex Bronstein, Ron Kimmel | |
23 | Reference Wave Design for Wavefront Sensing | Wei-Yu Chen, Anat Levin, Matthew P. O'Toole, Aswin C. Sankaranarayanan | Video |
24 | Designing Display Pixel Layout for Under-Panel Cameras | Anqi Yang, Aswin Sankaranarayanan | Video |
25 | Motion Adaptive Deblurring with Single-Photon Sensors | Trevor Seets, Atul Ingle, Martin Laurenzis, Andreas Velten | Video |
26 | Deep Probabilistic Imaging (DPI): Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging | He Sun, Katherine L. Bouman | |
27 | Learning More Robust Neural Network Representations with Paintings of Materials and Objects | Hubert Lin, Mitchell van Zuijlen, Sylvia C. Pont, Maarten W.A. Wijntjes, Kavita Bala | |
28 | Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter | Noam Elron, Alex Itskovich, Shahar Yuval, Noam Levy | Video |
29 | Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video | Berthy Feng,Alexander Ogren, Katherine Bouman,Chiara Daraio | Video |
30 | DIY Hyperspectral Imaging via Polarization-induced Spectral Filters | Katherine Salesin, Dario Seyb, Wojciech Jarosz | |
31 | Inertial Safety from Structured Light | Sizhuo Ma, Mohit Gupta | Video |
32 | Quanta Burst Photography | Sizhuo Ma, Shantanu Gupta, Arin C. Ulku, Claudio Bruschini, Edoardo Charbon, Mohit Gupta | Video |
33 | SASSI – Super-Pixelated Adaptive Spatio-Spectral Imaging | Vishwanath Saragadam, Michael DeZeeuw, Richard Baraniuk, Ashok Veeraraghavan, Aswin Sankaranarayanan | Video |
34 | Overcoming the tradeoff between confinement and focal distance using virtual ultrasonic optical waveguides | Matteo Giuseppe Scopelliti, Hengji Huang, Adithya Pediredla, Srinivasa G. Narasimhan, Ioannis Gkioulekas, Maysamreza Chamanzar | |
35 | Auto-Tuning Structured Light for Coded Two-Bucket Cameras by Optical Stochastic Gradient Descent | Wenzheng Chen, Parsa Mirdehghan, Rahul Gulve, Sanja Fidler, Roman Genov, Kiriakos N. Kutulakos | Video |
36 | MonSter: Awakening the Mono in Stereo | Yotam Gil, Shay Elmalem, Harel Haim, Emanuel Marom, Raja Giryes | Video |
37 | Motion deblurring using spatiotemporal phase aperture coding | Shay Elmalem, Raja Giryes, Emanuel Marom | Video |
38 | Towards a Lenssless Polarization Camera | Shay Elmalem and Raja Giryes | Video |
39 | Differentiable Compound Optics and Processing Pipeline Optimization for End-to-end Camera Design | Ethan Tseng, Ali Mosleh, Fahim Mannan, Karl St-Arnaud, Avinash Sharma, Yifan Peng, Alexander Braun, Derek Nowrouzezahrai, Jean-François Lalonde, Felix Heide | |
41 | Invisible Perturbations: Physical Adversarial Examples Exploiting the Rolling Shutter Effect | Athena Sayles, Ashish Hooda, Mohit Gupta, Rahul Chatterjee, Earlence Fernandes | |
42 | Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments | Zhihao Xia, Federico Perazzi, Michaël Gharbi, Kalyan Sunkavalli, Ayan Chakrabarti | |
43 | Rapid learning of tissue parameter maps through random FLASH contrast synthesis | Divya Varadarajan, Katie Bouman, Andre van der Kouwe, Bruce Fischl, Adrian Dalca | |
44 | What You Can Learn by Staring at a Blank Wall? | Prafull Sharma, Miika Aittala, Yoav Schechner, Antonio Torralba, Gregory Wornell, William Freeman, Fredo Durand | Video |
45 | End-to-End Sequential Sampling and Reconstruction for MR Imaging | Tianwei Yin, Zihui Wu, He Sun, Adrian V. Dalca, Yisong Yue, Katherine L. Bouman | Video |
46 | CodedStereo: Learned Phase Masks for Large Depth-of-field Stereo | Shiyu Tan, Yicheng Wu, Shoou-I Yu, Ashok Veeraraghavan | |
47 | EventZoom: Learning to Denoise and Super Resolve Neuromorphic Events | Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, Boxin Shi | |
48 | Deep-ROCS: From speckle patterns to superior-resolved images by deep learning in Rotating Coherent Scattering Microscopy | Alon Saguy, Felix Jünger, Aviv Peleg, Boris Ferdman, Elias Nehme, Alexander Rohrbach, Yoav Shechtman | Video |
49 | Sparsity Aware Normalization for GANs | Idan Kligvasser, Tomer Michaeli | |
50 | What’s in the Image? Explorable Decoding of Compressed Images | Yuval Bahat, Tomer Michaeli | |
51 | Passive Inter-Photon High Dynamic Range Imaging | Atul Ingle, Trevor Seets, Shantanu Gupta, Mauro Buttafava, Alberto Tosi, Andreas Velten, Mohit Gupta | Video |
52 | Stochastic Exposure Coding for Handling Multi-Tof-Camera Interference | Jongho Lee, Mohit Gupta | Video |
53 | Blocks-World Cameras | Jongho Lee, Mohit Gupta | Video |
54 | Image compression optimized for 3D reconstruction by utilizing deep neural networks | Alex Golts, Yoav Y. Schechner | Video |
55 | Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging | Mohit Lamba, Kranthi Kumar Rachavarapu, Kaushik Mitra | Video |
56 | Stochastic Image Denoising using Langevin Dynamics | Bahjat Kawar, Gregory Vaksman, Michael Elad | |
57 | Color Visual Illusions: A Statistics-based Computational Model | Elad Hirsch, Ayellet Tal | |
58 | Solving Inverse Problems using Self-Supervised Deep Neural Nets | Jiapeng Liu, Muralidhar M. Balaji, Christopher A. Metzler, M. Salman Asif, Prasanna Rangarajan | Video |
59 | On the Fairness of Light Transport | Achuta Kadambi, Pradyumna Chari, Krish Kabra, Yunhao Ba, Zhen Wang | |
60 | Deep Learning Single-Shot Ptychography: Algorithm and Experiment | Omri Wengrowicz, Or Peleg, Tom Zahavy, Barry Loevsky, Oren Cohen | |
61 | Experimental Demonstration of Time-Resolved Imaging by Multiplexed Ptychography (TIMP) | Omri Wengrowicz, Or Peleg, Barry Loevsky, Bing Kuan Chen, Gil Ilan Haham, Oren Cohen | |
62 | A manifold view of autoencoder and its use for data interpolation | Alon Oring, Zohar Yakhini, Yacov Hel-Or | |
63 | Can 3D-sensor images be Falsified? | Azmi Haider, Hagit Hel-Or; | |
64 | Forget Distortion Measures: High Quality Image Denoising via CGAN | Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar | |
65 | Video Denoising by Patch-Craft Frames | Gregory Vaksman, Michael Elad, Peyman Milanfar | |
66 | Phase Retrieval of Vortices in Bose-Einstein Condensates | Ron Ziv, Yoav Sagi, Yonina C. Eldar, Mordechai Segev | |
67 | Mask-ToF: Learning Microlens Masks for Flying Pixel Correction in Time-of-Flight Imaging | Ilya Chugunov, Seung-Hwan Baek, Qiang Fu, Wolfgang Heidrich, Felix Heide | |
68 | Neural Nano-Optics for High-quality Thin Lens Imaging | Ethan Tseng, Shane Colburn, James Whitehead, Luocheng Huang, Seung-Hwan Baek, Arka Majumdar, Felix Heide | |
69 | Micron-resolution Time-of-Flight Imaging with Free-Space Frequency-Doubled Amplitude Modulation | Seung-Hwan Baek, Noah Walsh, Ilya Chugunov, Zheng Shi, Felix Heide | |
70 | Generalized Unsupervised Clustering of Hyperspectral Images of Geological Targets in the Near Infrared | Angela Gao, Brandon Rasmussen, Peter Kulits, Eva Scheller, Rebecca Greenberger, Bethany Ehlmann | Video |
71 | Geometric and Photometric Pattern Compensation using Optical Flow and CNN For Projection Mapping through Dynamic Refractive Interface | Takafumi Iwaguchi, Hiroshi Kawasaki | Video |
72 | Imaging through a hair wide channel | Sakshi Singh, Antonio Caravaca-Aguirre, Simon Labouesse, Rafael Piestun | |
73 | Coherent image scanning microscopy | Dekel Raanan, William A Tisdale, Dan Oron | |
74 | Sparse Modeling for Improving Image Generators | Roy Ganz, Michael Elad | |
75 | Rapid single pixel imaging via cyclic coding masks | Evgeny Hahamovich, Sagi Monin, Yoav Hazan, Amir Rosenthal | Video |
76 | 1-bit Coded Exposure Imaging | Saurabh Kumar, Yagnesh Badiyani, Subhasis Chaudhuri | |
77 | BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration | Majed El Helou, Sabine Süsstrunk | |
78 | Motion Compensated LIDAR Scanning for Small Robots | Dingkang Wang,Yuyang Chen, Lenworth Thomas, Huikai Xie, Karthik Dantu, Sanjeev J. Koppal | Video |
79 | Error Prediction for Adaptive Depth Sampling | Ilya Tcenov, Guy Gilboa | |
80 | Towards Continuous Learned Semantic Representation through a Viewpoint-Dependent Observation Model | Yuri Feldman, Vadim Indelman | |
81 | Robust Object Tracking for Adaptive ROI Subsampling using Deep Reinforcement Learning | Sameeksha Katoch, Odrika Iqbal, Andreas Spanias, Suren Jayasuriya | |
82 | Dynamic CT Reconstruction from Limited Views with Implicit Neural Representations and Parametric Motion Fields | Albert Reed, Hyojin Kim, Rushil Anirudh, Adithya Mohan, Kyle Champley, Suren Jayasuriya | |
83 | Polka Lines: Learning Structured Illumination and Reconstruction for Active Stereo | Seung-Hwan Baek, Felix Heide | |
84 | Polarimetric Spatio-Temporal Light Transport Probing | Seung-Hwan Baek, Felix Heide | |
85 | Phase to space transform | Zhiyuan Mao, Nick Chimitt, Stanley H. Chan | |
86 | Sparse recovery of transcriptomics data | John P. Bryan, Brian Cleary, Samouil L. Farhi, Yonina C. Eldar | |
87 | Optical Adversarial Attack: When Optics Meets Adversarial Attack | Abhiram Gnanasambandam, Alex M. Sherman, Stanley H. Chan | |
89 | Focusing multispectral wavefronts with minimum spatial entropy | Lars Loetgering, Xiaomeng Liu, Anne C. De Beurs, Mengqi Du, Guido Kuijper, Kjeld S. Eikema, Stefan Witte | |
90 | Optimizing illumination for precise multi-parameter estimations in coherent diffractive imaging | Dorian Bouchet, Jacob Seifert, Allard P. Mosk | |
91 | Optimized optical settings for spaceborne scattering tomography of clouds | Vadim Holodovsky, Masada Tzabari, Yoav Y. Schechner, Omer Shubi, Eshkol Eytan | Video |
92 | Guidestar-free imaging through scattering media | Tomer Yeminy, Ori Katz | |
93 | Modeling nonstationary lens blur using eigen blur kernels for restoration | Moonsung Gwak, Seungjoon Yang | |
94 | Single Pixel Imaging of Dynamic Objects | Sagi Monin, Evgeny Hahamovich, Yoav Hazan, Amir Rosenthal | |
95 | Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit | Tiankuang Zhou, Xing Lin, Jiamin Wu, Yitong Chen, Hao Xie, Yipeng Li, Jingtao Fan, Huaqiang Wu, Lu Fang, Qionghai Dai | Video |