Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search
Chu Xiangxiang,
Bo Zhang,
Micheal Ma Hailong,
Ruijun Xu,
Jixiang Li,
Qingyuan Li
![Responsive image](/icpr/media/video_thumbnails/12616.jpg)
Auto-TLDR; Multi-Objective Neural Architecture Search for Super-Resolution
Similar papers
Neural Architecture Search for Image Super-Resolution Using Densely Connected Search Space: DeCoNAS
![Responsive image](/icpr/media/video_thumbnails/11444.jpg)
Auto-TLDR; DeCoNASNet: Automated Neural Architecture Search for Super-Resolution
Abstract Slides Poster Similar
LiNet: A Lightweight Network for Image Super Resolution
Armin Mehri, Parichehr Behjati Ardakani, Angel D. Sappa
![Responsive image](/icpr/media/video_thumbnails/11743.jpg)
Auto-TLDR; LiNet: A Compact Dense Network for Lightweight Super Resolution
Abstract Slides Poster Similar
Single Image Super-Resolution with Dynamic Residual Connection
Karam Park, Jae Woong Soh, Nam Ik Cho
![Responsive image](/icpr/media/video_thumbnails/11242.jpg)
Auto-TLDR; Dynamic Residual Attention Network for Lightweight Single Image Super-Residual Networks
Abstract Slides Poster Similar
E-DNAS: Differentiable Neural Architecture Search for Embedded Systems
Javier García López, Antonio Agudo, Francesc Moreno-Noguer
![Responsive image](/icpr/media/video_thumbnails/11428.jpg)
Auto-TLDR; E-DNAS: Differentiable Architecture Search for Light-Weight Networks for Image Classification
Abstract Slides Poster Similar
Efficient Super Resolution by Recursive Aggregation
Zhengxiong Luo Zhengxiong Luo, Yan Huang, Shang Li, Liang Wang, Tieniu Tan
![Responsive image](/icpr/media/video_thumbnails/11916.jpg)
Auto-TLDR; Recursive Aggregation Network for Efficient Deep Super Resolution
Abstract Slides Poster Similar
Progressive Splitting and Upscaling Structure for Super-Resolution
![Responsive image](/icpr/media/video_thumbnails/11951.jpg)
Auto-TLDR; PSUS: Progressive and Upscaling Layer for Single Image Super-Resolution
Abstract Slides Poster Similar
NAS-EOD: An End-To-End Neural Architecture Search Method for Efficient Object Detection
Huigang Zhang, Liuan Wang, Jun Sun, Li Sun, Hiromichi Kobashi, Nobutaka Imamura
![Responsive image](/icpr/media/video_thumbnails/11014.jpg)
Auto-TLDR; NAS-EOD: Neural Architecture Search for Object Detection on Edge Devices
Operation and Topology Aware Fast Differentiable Architecture Search
Shahid Siddiqui, Christos Kyrkou, Theocharis Theocharides
![Responsive image](/icpr/media/video_thumbnails/12051.jpg)
Auto-TLDR; EDARTS: Efficient Differentiable Architecture Search with Efficient Optimization
Abstract Slides Poster Similar
Hierarchically Aggregated Residual Transformation for Single Image Super Resolution
![Responsive image](/icpr/media/video_thumbnails/11117.jpg)
Auto-TLDR; HARTnet: Hierarchically Aggregated Residual Transformation for Multi-Scale Super-resolution
Abstract Slides Poster Similar
Residual Fractal Network for Single Image Super Resolution by Widening and Deepening
Jiahang Gu, Zhaowei Qu, Xiaoru Wang, Jiawang Dan, Junwei Sun
![Responsive image](/icpr/media/video_thumbnails/11033.jpg)
Auto-TLDR; Residual fractal convolutional network for single image super-resolution
Abstract Slides Poster Similar
OCT Image Segmentation Using NeuralArchitecture Search and SRGAN
Saba Heidari, Omid Dehzangi, Nasser M. Nasarabadi, Ali Rezai
![Responsive image](/icpr/media/video_thumbnails/11645.jpg)
Auto-TLDR; Automatic Segmentation of Retinal Layers in Optical Coherence Tomography using Neural Architecture Search
On-Device Text Image Super Resolution
Dhruval Jain, Arun Prabhu, Gopi Ramena, Manoj Goyal, Debi Mohanty, Naresh Purre, Sukumar Moharana
![Responsive image](/icpr/media/video_thumbnails/11563.jpg)
Auto-TLDR; A Novel Deep Neural Network for Super-Resolution on Low Resolution Text Images
Abstract Slides Poster Similar
VPU Specific CNNs through Neural Architecture Search
Ciarán Donegan, Hamza Yous, Saksham Sinha, Jonathan Byrne
![Responsive image](/icpr/media/video_thumbnails/12065.jpg)
Auto-TLDR; Efficient Convolutional Neural Networks for Edge Devices using Neural Architecture Search
Abstract Slides Poster Similar
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution
Xiaoyu Xiang, Qian Lin, Jan Allebach
![Responsive image](/icpr/media/video_thumbnails/11135.jpg)
Auto-TLDR; A Context-Aware Joint CAR and SR Neural Network for High-Resolution Text Recognition and Face Detection
Abstract Slides Poster Similar
Fine-Tuning DARTS for Image Classification
Muhammad Suhaib Tanveer, Umar Karim Khan, Chong Min Kyung
![Responsive image](/icpr/media/video_thumbnails/11439.jpg)
Auto-TLDR; Fine-Tune Neural Architecture Search using Fixed Operations
Abstract Slides Poster Similar
RSAN: Residual Subtraction and Attention Network for Single Image Super-Resolution
Shuo Wei, Xin Sun, Haoran Zhao, Junyu Dong
![Responsive image](/icpr/media/video_thumbnails/11073.jpg)
Auto-TLDR; RSAN: Residual subtraction and attention network for super-resolution
Stage-Wise Neural Architecture Search
Artur Jordão, Fernando Akio Yamada, Maiko Lie, William Schwartz
![Responsive image](/icpr/media/video_thumbnails/11086.jpg)
Auto-TLDR; Efficient Neural Architecture Search for Deep Convolutional Networks
Abstract Slides Poster Similar
DID: A Nested Dense in Dense Structure with Variable Local Dense Blocks for Super-Resolution Image Reconstruction
Longxi Li, Hesen Feng, Bing Zheng, Lihong Ma, Jing Tian
![Responsive image](/icpr/media/video_thumbnails/11160.jpg)
Auto-TLDR; DID: Deep Super-Residual Dense Network for Image Super-resolution Reconstruction
Abstract Slides Poster Similar
Face Super-Resolution Network with Incremental Enhancement of Facial Parsing Information
Shuang Liu, Chengyi Xiong, Zhirong Gao
![Responsive image](/icpr/media/video_thumbnails/11786.jpg)
Auto-TLDR; Learning-based Face Super-Resolution with Incremental Boosting Facial Parsing Information
Abstract Slides Poster Similar
Wavelet Attention Embedding Networks for Video Super-Resolution
Young-Ju Choi, Young-Woon Lee, Byung-Gyu Kim
![Responsive image](/icpr/media/video_thumbnails/11758.jpg)
Auto-TLDR; Wavelet Attention Embedding Network for Video Super-Resolution
Abstract Slides Poster Similar
Dynamic Multi-Path Neural Network
Yingcheng Su, Yichao Wu, Ken Chen, Ding Liang, Xiaolin Hu
![Responsive image](/icpr/media/video_thumbnails/11355.jpg)
Auto-TLDR; Dynamic Multi-path Neural Network
Deep Iterative Residual Convolutional Network for Single Image Super-Resolution
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni
![Responsive image](/icpr/media/video_thumbnails/11068.jpg)
Auto-TLDR; ISRResCNet: Deep Iterative Super-Resolution Residual Convolutional Network for Single Image Super-resolution
Cross-Layer Information Refining Network for Single Image Super-Resolution
Hongyi Zhang, Wen Lu, Xiaopeng Sun
![Responsive image](/icpr/media/video_thumbnails/11039.jpg)
Auto-TLDR; Interlaced Spatial Attention Block for Single Image Super-Resolution
Abstract Slides Poster Similar
Improving Low-Resolution Image Classification by Super-Resolution with Enhancing High-Frequency Content
Liguo Zhou, Guang Chen, Mingyue Feng, Alois Knoll
![Responsive image](/icpr/media/video_thumbnails/11084.jpg)
Auto-TLDR; Super-resolution for Low-Resolution Image Classification
Abstract Slides Poster Similar
Automatic Student Network Search for Knowledge Distillation
Zhexi Zhang, Wei Zhu, Junchi Yan, Peng Gao, Guotong Xie
![Responsive image](/icpr/media/video_thumbnails/11142.jpg)
Auto-TLDR; NAS-KD: Knowledge Distillation for BERT
Abstract Slides Poster Similar
Deep Universal Blind Image Denoising
![Responsive image](/icpr/media/video_thumbnails/10926.jpg)
Auto-TLDR; Image Denoising with Deep Convolutional Neural Networks
Tarsier: Evolving Noise Injection inSuper-Resolution GANs
Baptiste Roziere, Nathanaël Carraz Rakotonirina, Vlad Hosu, Rasoanaivo Andry, Hanhe Lin, Camille Couprie, Olivier Teytaud
![Responsive image](/icpr/media/video_thumbnails/11722.jpg)
Auto-TLDR; Evolutionary Super-Resolution using Diagonal CMA
Abstract Slides Poster Similar
Thermal Image Enhancement Using Generative Adversarial Network for Pedestrian Detection
Mohamed Amine Marnissi, Hajer Fradi, Anis Sahbani, Najoua Essoukri Ben Amara
![Responsive image](/icpr/media/video_thumbnails/11656.jpg)
Auto-TLDR; Improving Visual Quality of Infrared Images for Pedestrian Detection Using Generative Adversarial Network
Abstract Slides Poster Similar
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization
David Peter, Wolfgang Roth, Franz Pernkopf
![Responsive image](/icpr/media/video_thumbnails/12000.jpg)
Auto-TLDR; Neural Architecture Search for Keyword Spotting in Limited Resource Environments
Abstract Slides Poster Similar
Fast and Accurate Real-Time Semantic Segmentation with Dilated Asymmetric Convolutions
Leonel Rosas-Arias, Gibran Benitez-Garcia, Jose Portillo-Portillo, Gabriel Sanchez-Perez, Keiji Yanai
![Responsive image](/icpr/media/video_thumbnails/11119.jpg)
Auto-TLDR; FASSD-Net: Dilated Asymmetric Pyramidal Fusion for Real-Time Semantic Segmentation
Abstract Slides Poster Similar
Multi-Laplacian GAN with Edge Enhancement for Face Super Resolution
![Responsive image](/icpr/media/video_thumbnails/11275.jpg)
Auto-TLDR; Face Image Super-Resolution with Enhanced Edge Information
Abstract Slides Poster Similar
Compact CNN Structure Learning by Knowledge Distillation
Waqar Ahmed, Andrea Zunino, Pietro Morerio, Vittorio Murino
![Responsive image](/icpr/media/video_thumbnails/11662.jpg)
Auto-TLDR; Knowledge Distillation for Compressing Deep Convolutional Neural Networks
Abstract Slides Poster Similar
Automatical Enhancement and Denoising of Extremely Low-Light Images
Yuda Song, Yunfang Zhu, Xin Du
![Responsive image](/icpr/media/video_thumbnails/10938.jpg)
Auto-TLDR; INSNet: Illumination and Noise Separation Network for Low-Light Image Restoring
Abstract Slides Poster Similar
P2 Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation
Luanxuan Hou, Jie Cao, Yuan Zhao, Haifeng Shen, Jian Tang, Ran He
![Responsive image](/icpr/media/video_thumbnails/12050.jpg)
Auto-TLDR; Parallel-Pyramid Net with Partial Attention for Human Pose Estimation
Abstract Slides Poster Similar
Small Object Detection Leveraging on Simultaneous Super-Resolution
Hong Ji, Zhi Gao, Xiaodong Liu, Tiancan Mei
![Responsive image](/icpr/media/thumbnails/0396_FI.pdf.jpg)
Auto-TLDR; Super-Resolution via Generative Adversarial Network for Small Object Detection
Channel Planting for Deep Neural Networks Using Knowledge Distillation
Kakeru Mitsuno, Yuichiro Nomura, Takio Kurita
![Responsive image](/icpr/media/video_thumbnails/11791.jpg)
Auto-TLDR; Incremental Training for Deep Neural Networks with Knowledge Distillation
Abstract Slides Poster Similar
Adaptive Image Compression Using GAN Based Semantic-Perceptual Residual Compensation
Ruojing Wang, Zitang Sun, Sei-Ichiro Kamata, Weili Chen
![Responsive image](/icpr/media/video_thumbnails/11970.jpg)
Auto-TLDR; Adaptive Image Compression using GAN based Semantic-Perceptual Residual Compensation
Abstract Slides Poster Similar
Fast and Efficient Neural Network for Light Field Disparity Estimation
![Responsive image](/icpr/media/video_thumbnails/11202.jpg)
Auto-TLDR; Improving Efficient Light Field Disparity Estimation Using Deep Neural Networks
Abstract Slides Poster Similar
Super-Resolution Guided Pore Detection for Fingerprint Recognition
Syeda Nyma Ferdous, Ali Dabouei, Jeremy Dawson, Nasser M. Nasarabadi
![Responsive image](/icpr/media/video_thumbnails/11855.jpg)
Auto-TLDR; Super-Resolution Generative Adversarial Network for Fingerprint Recognition Using Pore Features
Abstract Slides Poster Similar
SIDGAN: Single Image Dehazing without Paired Supervision
Pan Wei, Xin Wang, Lei Wang, Ji Xiang, Zihan Wang
![Responsive image](/icpr/media/video_thumbnails/11207.jpg)
Auto-TLDR; DehazeGAN: An End-to-End Generative Adversarial Network for Image Dehazing
Abstract Slides Poster Similar
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network
Yuhang Zhang, Hongshuai Ren, Jiexia Ye, Xitong Gao, Yang Wang, Kejiang Ye, Cheng-Zhong Xu
![Responsive image](/icpr/media/video_thumbnails/11482.jpg)
Auto-TLDR; Adjacency Matrix for Graph Convolutional Network in Non-Euclidean Space
Abstract Slides Poster Similar
Detail-Revealing Deep Low-Dose CT Reconstruction
Xinchen Ye, Yuyao Xu, Rui Xu, Shoji Kido, Noriyuki Tomiyama
![Responsive image](/icpr/media/video_thumbnails/11939.jpg)
Auto-TLDR; A Dual-branch Aggregation Network for Low-Dose CT Reconstruction
Abstract Slides Poster Similar
CURL: Neural Curve Layers for Global Image Enhancement
Sean Moran, Steven Mcdonagh, Greg Slabaugh
![Responsive image](/icpr/media/video_thumbnails/12068.jpg)
Auto-TLDR; CURL: Neural CURve Layers for Image Enhancement
Abstract Slides Poster Similar
Towards Artifacts-Free Image Defogging
Gabriele Graffieti, Davide Maltoni
![Responsive image](/icpr/media/video_thumbnails/11473.jpg)
Auto-TLDR; CurL-Defog: Learning Based Defogging with CycleGAN and HArD
TinyVIRAT: Low-Resolution Video Action Recognition
Ugur Demir, Yogesh Rawat, Mubarak Shah
![Responsive image](/icpr/media/video_thumbnails/11767.jpg)
Auto-TLDR; TinyVIRAT: A Progressive Generative Approach for Action Recognition in Videos
Abstract Slides Poster Similar
PSDNet: A Balanced Architecture of Accuracy and Parameters for Semantic Segmentation
![Responsive image](/icpr/media/video_thumbnails/10935.jpg)
Auto-TLDR; Pyramid Pooling Module with SE1Cblock and D2SUpsample Network (PSDNet)
Abstract Slides Poster Similar
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation
Pierre Godet, Alexandre Boulch, Aurélien Plyer, Guy Le Besnerais
![Responsive image](/icpr/media/video_thumbnails/11144.jpg)
Auto-TLDR; STaRFlow: A lightweight CNN-based algorithm for optical flow estimation
Abstract Slides Poster Similar
Attention Based Pruning for Shift Networks
Ghouthi Hacene, Carlos Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio
![Responsive image](/icpr/media/video_thumbnails/11345.jpg)
Auto-TLDR; Shift Attention Layers for Efficient Convolutional Layers
Abstract Slides Poster Similar