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Vector-Symbolic Architecture for Event-Based Optical Flow

14 May 2024

Papers citing "Vector-Symbolic Architecture for Event-Based Optical Flow"

36 / 36 papers shown

Title
$Fast Feature Field ($\text{F}^3$): A Predictive Representation of Events$ Fast Feature Field ( $\text{F}^3$ ): A Predictive Representation of Events Richeek Das Kostas Daniilidis Pratik Chaudhari MDE 136 0 0 29 Sep 2025
Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras Shuang Guo Friedhelm Hamann Guillermo Gallego 251 4 0 21 Mar 2025
Learning Normal Flow Directly From Event Neighborhoods Dehao Yuan Levi Burner Jiayi Wu Minghui Liu Jingxi Chen Yiannis Aloimonos Cornelia Fermuller 3DPC 326 5 0 15 Dec 2024
The Hyperdimensional Transform for Distributional Modelling, Regression and Classification Pieter Dewulf B. De Baets Michiel Stock 189 3 0 14 Nov 2023
Towards Anytime Optical Flow Estimation with Event CamerasItalian National Conference on Sensors (INS), 2023 Yaozu Ye Haowen Shi Kailun Yang Ze Wang Xiaoyue Yin Yining Lin Mao Liu Yaonan Wang 3DPC 369 9 0 11 Jul 2023
BlinkFlow: A Dataset to Push the Limits of Event-based Optical Flow EstimationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Yijin Li Zhaoyang Huang Shuo Chen Xiaoyu Shi Jiaming Song Hujun Bao Zhaopeng Cui Guofeng Zhang 192 37 0 14 Mar 2023
Lightweight Event-based Optical Flow Estimation via Iterative DeblurringIEEE International Conference on Robotics and Automation (ICRA), 2022 Yilun Wu Federico Paredes-Valles Guido de Croon 305 30 0 24 Nov 2022
Learning Dense and Continuous Optical Flow from an Event CameraIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhexiong Wan Yuchao Dai Yuxin Mao 209 75 0 16 Nov 2022
Neuromorphic Visual Scene Understanding with Resonator Networks Alpha Renner Lazar Supic Andreea Danielescu Giacomo Indiveri Bruno A. Olshausen Yulia Sandamirskaya Friedrich T. Sommer E. P. Frady 324 25 0 26 Aug 2022
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit MemoryEuropean Solid-State Circuits Conference (ESSCIRC), 2022 G. Karunaratne Michael Hersche Jovin Langenegger G. Cherubini Corey Lammie ... I. Ahsan Vijay Narayanan Luca Benini Abu Sebastian Abbas Rahimi 91 20 0 14 Jul 2022
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive MatricesNature Machine Intelligence (Nat. Mach. Intell.), 2022 Michael Hersche Mustafa Zeqiri Luca Benini Abu Sebastian Abbas Rahimi NAI 223 111 0 09 Mar 2022
Real-Time Optical Flow for Vehicular Perception with Low- and High-Resolution Event Cameras Vincent Brebion Julien Moreau Franck Davoine 191 43 0 20 Dec 2021
Learning Generalized Visual Odometry Using Position-Aware Optical Flow and Geometric Bundle AdjustmentPattern Recognition (Pattern Recogn.), 2021 Yijun Cao Xian-Shi Zhang Fuya Luo Peng Peng Yongjie Li 264 12 0 22 Nov 2021
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and ChallengesACM Computing Surveys (CSUR), 2021 Denis Kleyko D. Rachkovskij Evgeny Osipov A. Rahim 377 160 0 12 Nov 2021
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data TransformationsACM Computing Surveys (CSUR), 2021 Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 317 164 0 11 Nov 2021
Computing on Functions Using Randomized Vector RepresentationsNeuro Inspired Computational Elements Workshop (NICE), 2021 E. P. Frady Denis Kleyko Christopher J. Kymn Bruno A. Olshausen Friedrich T. Sommer 140 78 0 08 Sep 2021
Learning with Holographic Reduced Representations Ashwinkumar Ganesan Hang Gao S. Gandhi Edward Raff Tim Oates James Holt Mark McLean 234 29 0 05 Sep 2021
E-RAFT: Dense Optical Flow from Event CamerasInternational Conference on 3D Vision (3DV), 2021 Mathias Gehrig Mario Millhäusler Daniel Gehrig Davide Scaramuzza 227 174 0 24 Aug 2021
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural NetworksNeural Information Processing Systems (NeurIPS), 2021 J. Hagenaars Federico Paredes-Valles Guido de Croon 218 161 0 03 Jun 2021
SMURF: Self-Teaching Multi-Frame Unsupervised RAFT with Full-Image WarpingComputer Vision and Pattern Recognition (CVPR), 2021 Austin Stone Daniel Maurer Alper Ayvaci A. Angelova Rico Jonschkowski 263 101 0 14 May 2021
DSEC: A Stereo Event Camera Dataset for Driving ScenariosIEEE Robotics and Automation Letters (RA-L), 2021 Mathias Gehrig Willem Aarents Daniel Gehrig Davide Scaramuzza 3DV 239 437 0 10 Mar 2021
Hyperdimensional computing as a framework for systematic aggregation of image descriptorsComputer Vision and Pattern Recognition (CVPR), 2021 Peer Neubert Stefan Schubert 197 56 0 19 Jan 2021
Robust High-dimensional Memory-augmented Neural NetworksNature Communications (Nat Commun), 2020 G. Karunaratne Manuel Schmuck Corey Lammie G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi 167 110 0 05 Oct 2020
Back to Event Basics: Self-Supervised Learning of Image Reconstruction for Event Cameras via Photometric ConstancyComputer Vision and Pattern Recognition (CVPR), 2020 Federico Paredes-Valles Guido de Croon 256 179 0 17 Sep 2020
RAFT: Recurrent All-Pairs Field Transforms for Optical FlowEuropean Conference on Computer Vision (ECCV), 2020 Zachary Teed Gaowen Liu MDE 861 3,276 0 26 Mar 2020
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural NetworksEuropean Conference on Computer Vision (ECCV), 2020 Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 289 185 0 14 Mar 2020
In-memory hyperdimensional computingNature Electronics (Nat Electron), 2019 G. Karunaratne Corey Lammie G. Cherubini Luca Benini Abbas Rahimi Abu Sebastian 141 269 0 04 Jun 2019
Event-based Vision: A Survey Guillermo Gallego T. Delbruck Garrick Orchard Chiara Bartolozzi B. Taba ... Stefan Leutenegger Andrew J. Davison Jorg Conradt Kostas Daniilidis Davide Scaramuzza 326 2,196 0 17 Apr 2019
Focus Is All You Need: Loss Functions For Event-based Vision Guillermo Gallego Mathias Gehrig Davide Scaramuzza 150 145 0 15 Apr 2019
Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis MDE 270 607 0 19 Dec 2018
Real-time high speed motion prediction using fast aperture-robust event-driven visual flow Himanshu Akolkar S. Ieng R. Benosman 145 59 0 27 Nov 2018
Simultaneous Optical Flow and Segmentation (SOFAS) using Dynamic Vision Sensor Timo Stoffregen L. Kleeman 130 60 0 31 May 2018
A Unifying Contrast Maximization Framework for Event Cameras, with Applications to Motion, Depth, and Optical Flow Estimation Guillermo Gallego Henri Rebecq Davide Scaramuzza 157 369 0 04 Apr 2018
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras A. Z. Zhu Liangzhe Yuan Kenneth Chaney Kostas Daniilidis 324 482 0 19 Feb 2018
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 578 2,658 0 07 Sep 2017
Adam: A Method for Stochastic OptimizationInternational Conference on Learning Representations (ICLR), 2014 Diederik P. Kingma Jimmy Ba ODL 4.4K 160,138 0 22 Dec 2014