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Quad Bayer demosaicing is the central challenge for enabling the widespread application of Hybrid Event-based Vision Sensors (HybridEVS).
A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics
D. Martin, C. Fowlkes, D. Tal, and J. Malik · 2001
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Adaptive homogeneity-directed demosaicing algorithm
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Kodak’s consumer video benchmark data set: concept definition and annotation
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Image demosaicing: A systematic survey
Xin Li, Bahadir Gunturk, and Lei Zhang · 2008
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A bayesian approach to adaptive video super resolution
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Binaryconnect: Training deep neural networks with binary weights during propagations
Matthieu Courbariaux, Yoshua Bengio, and Jean-Pierre David · 2015
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The cityscapes dataset for semantic urban scene understanding
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Binarized neural networks
Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, and Yoshua Bengio · 2016
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Xnor-net: Imagenet classification using binary convolutional neural networks
Mohammad Rastegari, Vicente Ordonez, Joseph Redmon, and Ali Farhadi · 2016
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Waterloo exploration database: New challenges for image quality assessment models
Kede Ma, Zhengfang Duanmu, Qingbo Wu, Zhou Wang, Hongwei Yong, Hongliang Li, and Lei Zhang · 2017
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Joint demosaicing and denoising of noisy bayer images with admm
Hanlin Tan, Xiangrong Zeng, Shiming Lai, Yu Liu, and Maojun Zhang · 2017
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Scalable methods for 8-bit training of neural networks
Ron Banner, Itay Hubara, Elad Hoffer, and Daniel Soudry · 2018
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Bi-real net: Enhancing the performance of 1-bit cnns with improved representational capability and advanced training algorithm
Zechun Liu, Baoyuan Wu, Wenhan Luo, Xin Yang, Wei Liu, and Kwang-Ting Cheng · 2018
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Real-time intensity-image reconstruction for event cameras using manifold regularisation
Gottfried Munda, Christian Reinbacher, and Thomas Pock · 2018
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Learning deep convolutional networks for demosaicing
Nai-Sheng Syu, Yu-Sheng Chen, and Yung-Yu Chuang · 2018
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Deepdemosaicking: Adaptive image demosaicking via multiple deep fully convolutional networks
Daniel Stanley Tan, Wei-Yang Chen, and Kai-Lung Hua · 2018
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Cbam: Convolutional block attention module
Sanghyun Woo, Jongchan Park, Joon-Young Lee, and In So Kweon · 2018
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Post training 4-bit quantization of convolutional networks for rapid-deployment
Ron Banner, Yury Nahshan, and Daniel Soudry · 2019
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Ntire 2019 challenge on video deblurring and super-resolution: Dataset and study
Seungjun Nah, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Radu Timofte, and Kyoung Mu Lee · 2019
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Event-based vision: A survey
Guillermo Gallego, Tobi Delbrück, Garrick Orchard, Chiara Bartolozzi, Brian Taba, Andrea Censi, Stefan Leutenegger, Andrew J Davison, Jörg Conradt, Kostas Daniilidis, et al · 2020
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Reactnet: Towards precise binary neural network with generalized activation functions
Zechun Liu, Zhiqiang Shen, Marios Savvides, and Kwang-Ting Cheng · 2020
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Forward and backward information retention for accurate binary neural networks
Haotong Qin, Ruihao Gong, Xianglong Liu, Mingzhu Shen, Ziran Wei, Fengwei Yu, and Jingkuan Song · 2020
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Cycleisp: Real image restoration via improved data synthesis
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, and Ling Shao · 2020
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Beyond joint demosaicking and denoising: An image processing pipeline for a pixel-bin image sensor
SM A Sharif, Rizwan Ali Naqvi, and Mithun Biswas · 2021
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Bivit: Extremely compressed binary vision transformers
Yefei He, Zhenyu Lou, Luoming Zhang, Jing Liu, Weijia Wu, Hong Zhou, and Bohan Zhuang · 2023
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Selective structured state-spaces for long-form video understanding
Jue Wang, Wentao Zhu, Pichao Wang, Xiang Yu, Linda Liu, Mohamed Omar, and Raffay Hamid · 2023
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Inheriting bayer’s legacy-joint remosaicing and denoising for quad bayer image sensor
Haijin Zeng, Kai Feng, Jiezhang Cao, Shaoguang Huang, Yongqiang Zhao, Hiep Luong, Jan Aelterman, and Wilfried Philips · 2023
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Alpix-eiger product overview:
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Binarized spectral compressive imaging
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Joint demosaicing and denoising for spike camera
Yanchen Dong, Ruiqin Xiong, Jing Zhao, Jian Zhang, Xiaopeng Fan, Shuyuan Zhu, and Tiejun Huang · 2024
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Albert Gu, Karan Goel, and Christopher Ré · 2021
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Training binary neural network without batch normalization for image super-resolution
Xinrui Jiang, Nannan Wang, Jingwei Xin, Keyu Li, Xi Yang, and Xinbo Gao · 2021
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Swin transformer: Hierarchical vision transformer using shifted windows
Ze Liu, Yutong Lin, Yue Cao, Han Hu, Yixuan Wei, Zheng Zhang, Stephen Lin, and Baining Guo · 2021
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Sagan: adversarial spatial-asymmetric attention for noisy nona-bayer reconstruction
SMA Sharif, Rizwan Ali Naqvi, and Mithun Biswas · 2021
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Simple baselines for image restoration
Liangyu Chen, Xiaojie Chu, Xiangyu Zhang, and Jian Sun · 2022
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Learning rich information for quad bayer remosaicing and denoising
Jun Jia, Hanchi Sun, Xiaohong Liu, Longan Xiao, Qihang Xu, and Guangtao Zhai · 2022
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BiT: Robustly binarized multi-distilled transformer
Zechun Liu, Barlas Oguz, Aasish Pappu, Lin Xiao, Scott Yih, Meng Li, Raghuraman Krishnamoorthi, and Yashar Mehdad · 2022
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Mambair: A simple baseline for image restoration with state-space model
Hang Guo, Jinmin Li, Tao Dai, Zhihao Ouyang, Xudong Ren, and Shu-Tao Xia · 2024
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Mambavision: A hybrid mamba-transformer vision backbone
Ali Hatamizadeh and Jan Kautz · 2024
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Billm: Pushing the limit of post-training quantization for llms
Wei Huang, Yangdong Liu, Haotong Qin, Ying Li, Shiming Zhang, Xianglong Liu, Michele Magno, and Xiaojuan Qi · 2024
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Lightm-unet: Mamba assists in lightweight unet for medical image segmentation
Weibin Liao, Yinghao Zhu, Xinyuan Wang, Cehngwei Pan, Yasha Wang, and Liantao Ma · 2024
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Vmamba: Visual state space model
Yue Liu, Yunjie Tian, Yuzhong Zhao, Hongtian Yu, Lingxi Xie, Yaowei Wang, Qixiang Ye, Jianbin Jiao, and Yunfan Liu · 2024
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Event camera demosaicing via swin transformer and pixel-focus loss
Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, and Hui Xiong · 2024
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Color4e: Event demosaicing for full-color event guided image deblurring
Yi Ma, Peiqi Duan, Yuchen Hong, Chu Zhou, Yu Zhang, Jimmy Ren, and Boxin Shi · 2024
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Mipi 2024 challenge on demosaic for hybridevs camera: Methods and results
Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangcheng Zhou, Ruicheng Feng, Yuekun Dai, et al · 2024
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Frequency-assisted mamba for remote sensing image super-resolution
Yi Xiao, Qiangqiang Yuan, Kui Jiang, Yuzeng Chen, Qiang Zhang, and Chia-Wen Lin · 2024
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Pb-llm: Partially binarized large language models
Zhihang Yuan, Yuzhang Shang, and Zhen Dong · 2024
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Rgb-event isp: The dataset and benchmark
LU Yunfan, Yanlin Qian, Ziyang Rao, Junren Xiao, Liming Chen, and Hui Xiong · 2024
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Quad bayer joint demosaicing and denoising based on dual encoder network with joint residual learning
Bolun Zheng, Haoran Li, Quan Chen, Tingyu Wang, Xiaofei Zhou, Zhenghui Hu, and Chenggang Yan · 2024
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Vision mamba: Efficient visual representation learning with bidirectional state space model
Lianghui Zhu, Bencheng Liao, Qian Zhang, Xinlong Wang, Wenyu Liu, and Xinggang Wang · 2024
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