Denoising
Denoising
2021-02-24
Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors
Yu-Chun Miao, Xi-Le Zhao, Xiao Fu, Jian-Li Wang, Yu-Bang Zheng
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Pose
Denoising
PDF
2021-02-24
Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case
Sergey Nesteruk, Dmitrii Shadrin, Mariia Pukalchik
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Classification
Deep_Learning
Detection
Few-Shot
Object_Detection
Denoising
PDF
2021-02-24
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting
Shunxin Xu, Ke Sun, Dong Liu, Zhiwei Xiong, Zheng-Jun Zha
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Deep_Learning
Denoising
PDF
2021-02-23
Handling Background Noise in Neural Speech Generation
Tom Denton, Alejandro Luebs, Felicia S. C. Lim, Andrew Storus, Hengchin Yeh, W. Bastiaan Kleijn, Jan Skoglund
arXiv_SD
arXiv_SD
Speech
Denoising
PDF
2021-02-23
Uncertainty-aware Generalized Adaptive CycleGAN
Uddeshya Upadhyay, Yanbei Chen, Zeynep Akata
arXiv_CV
arXiv_CV
Unsupervised
Pose
Quantitative
Denoising
GAN
Medical
PDF
2021-02-20
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks
Zihan Li, Chen Li, Yudong Yao, Jinghua Zhang, Md Mamunur Rahaman, Hao Xu, Frank Kulwa, Bolin Lu, Xuemin Zhu, Tao Jiang
arXiv_CV
arXiv_CV
Edge_Detection
Segmentation
Image_Retrieval
Action
Classification
Deep_Learning
Detection
Denoising
GAN
Image_Classification
PDF
2021-02-19
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising
Kanggeun Lee, Won-Ki Jeong
arXiv_CV
arXiv_CV
Adversarial
Self-Supervised
Pose
Deep_Learning
Denoising
Medical
Matching
PDF
2021-02-18
Improved Denoising Diffusion Probabilistic Models
Alex Nichol, Prafulla Dhariwal
arXiv_AI
arXiv_AI
Denoising
GAN
PDF
2021-02-18
Quantum spectral analysis: frequency in time, with applications to signal and image processing
Mario Mastriani
arXiv_CV
arXiv_CV
Edge_Detection
Action
Detection
Denoising
PDF
2021-02-17
NFCNN: Toward a Noise Fusion Convolutional Neural Network for Image Denoising
Maoyuan Xu, Xiaoping Xie
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
CNN
PDF
2021-02-16
Context-Aware Prosody Correction for Text-Based Speech Editing
Max Morrison, Lucas Rencker, Zeyu Jin, Nicholas J. Bryan, Juan-Pablo Caceres, Bryan Pardo
arXiv_SD
arXiv_SD
Salient
Speech
Pose
Denoising
PDF
2021-02-16
Training Stacked Denoising Autoencoders for Representation Learning
Jason Liang, Keith Kelly
arXiv_AI
arXiv_AI
Unsupervised
Gradient_Descent
Optimization
Represenation_Learning
Classification
Denoising
Image_Classification
PDF
2021-02-16
A Sub-band Approach to Deep Denoising Wavelet Networks and a Frequency-adaptive Loss for Perceptual Quality
Caglar Aytekin, Sakari Alenius, Dmytro Paliy, Juuso Gren
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2021-02-13
How Framelets Enhance Graph Neural Networks
Xuebin Zheng, Bingxin Zhou, Junbin Gao, Yu Guang Wang, Pietro Lio, Ming Li, Guido Montufar
arXiv_AI
arXiv_AI
Pose
Denoising
Prediction
PDF
2021-02-12
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders
Junwei Liao, Yu Shi, Ming Gong, Linjun Shou, Hong Qu, Michael Zeng
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
NMT
Denoising
Attention
PDF
2021-02-10
Argmax Flows and Multinomial Diffusion: Towards Non-Autoregressive Language Models
Emiel Hoogeboom, Didrik Nielsen, Priyank Jaini, Patrick Forré, Max Welling
arXiv_CL
arXiv_CL
Segmentation
Denoising
Language_Model
PDF
2021-02-10
Input Similarity from the Neural Network Perspective
Guillaume Charpiat, Nicolas Girard, Loris Felardos, Yuliya Tarabalka
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2021-02-09
Deep learning architectural designs for super-resolution of noisy images
Angel Villar-Corrales, Franziska Schirrmacher, Christian Riess
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Deep_Learning
Denoising
PDF
2021-02-08
ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
arXiv_SD
arXiv_SD
Optimization
Speech
Pose
Denoising
PDF
2021-02-05
Real-time Denoising and Dereverberation with Tiny Recurrent U-Net
Hyeong-Seok Choi, Sungjin Park, Jie Hwan Lee, Hoon Heo, Dongsuk Jeon, Kyogu Lee
arXiv_AI
arXiv_AI
Enhancement
Speech
Pose
Deep_Learning
Denoising
Inference
PDF
2021-02-05
Sampling Based Scene-Space Video Processing
Felix Klose, Oliver Wang, Jean-Charles Bazin, Marcus Magnor, Alexander Sorkine-Hornung
arXiv_CV
arXiv_CV
Super_Resolution
3D
Pose_Estimation
Pose
Denoising
PDF
2021-02-04
Multi-Stage Progressive Image Restoration
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
arXiv_CV
arXiv_CV
Restoration
Pose
Face
Denoising
Attention
PDF
2021-02-03
No-reference denoising of low-dose CT projections
Elvira Zainulina, Alexey Chernyavskiy, Dmitry V. Dylov
arXiv_AI
arXiv_AI
Self-Supervised
Pose
Deep_Learning
Denoising
PDF
2021-02-02
Model-based multi-parameter mapping
Yael Balbastre, Mikael Brudfors, Michela Azzarito, Christian Lambert, Martina F. Callaghan, John Ashburner
arXiv_CV
arXiv_CV
Quantitative
Denoising
PDF
2021-02-01
Civil Rephrases Of Toxic Texts With Self-Supervised Transformers
Leo Laugier, John Pavlopoulos, Jeffrey Sorensen, Lucas Dixon
arXiv_AI
arXiv_AI
Transformer
Style_Transfer
Self-Supervised
Detection
Denoising
PDF
2021-02-01
Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning
Emanuele Dalsasso, Inès Meraoumia, Loïc Denis, Florence Tupin
arXiv_CV
arXiv_CV
Knowledge
Pose
Deep_Learning
Denoising
PDF
2021-02-01
Deep High-Resolution Network for Low Dose X-ray CT Denoising
Ti Bai, Dan Nguyen, Biling Wang, Steve Jiang
arXiv_CV
arXiv_CV
Quantitative
Deep_Learning
Denoising
PDF
2021-01-31
High Fidelity Speech Regeneration with Application to Speech Enhancement
Adam Polyak, Lior Wolf, Yossi Adi, Ori Kabeli, Yaniv Taigman
arXiv_SD
arXiv_SD
Enhancement
Speech
Pose
Denoising
PDF
2021-01-29
Speech Enhancement for Wake-Up-Word detection in Voice Assistants
David Bonet, Guillermo Cámbara, Fernando López, Pablo Gómez, Carlos Segura, Jordi Luque
arXiv_CL
arXiv_CL
Reconstruction
Enhancement
Recognition
Speech
Pose
Classification
Detection
Object_Detection
Denoising
CNN
PDF
2021-01-28
Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting
Kashif Rasul, Calvin Seward, Ingmar Schuster, Roland Vollgraf
arXiv_AI
arXiv_AI
Pose
Denoising
Inference
Matching
PDF
2021-01-28
DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting
Hrituraj Singh, Gaurav Verma, Aparna Garimella, Balaji Vasan Srinivasan
arXiv_AI
arXiv_AI
Transformer
Pose
Quantitative
Denoising
Language_Model
PDF
2021-01-27
An Interpretation of Regularization by Denoising and its Application with the Back-Projected Fidelity Term
Einav Yogev-Ofer, Tom Tirer, Raja Giryes
arXiv_CV
arXiv_CV
Super_Resolution
Optimization
Regularization
Pose
Relation
Denoising
PDF
2021-01-26
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation
Pan Zhang, Bo Zhang, Ting Zhang, Dong Chen, Yong Wang, Fang Wen
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Knowledge
Self-Supervised
Denoising
PDF
2021-01-26
Blind Image Denoising and Inpainting Using Robust Hadamard Autoencoders
Rasika Karkare, Randy Paffenroth, Gunjan Mahindre
arXiv_CV
arXiv_CV
Inpainting
Detection
Denoising
PDF
2021-01-26
Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising
Xiangyu Xu, Muchen Li, Wenxiu Sun, Ming-Hsuan Yang
arXiv_AI
arXiv_AI
Regularization
Pose
Denoising
PDF
2021-01-25
Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst Images
Shi Guo, Zhetong Liang, Lei Zhang
arXiv_CV
arXiv_CV
Pose
Action
Quantitative
Denoising
CNN
PDF
2021-01-24
Exploring ensembles and uncertainty minimization in denoising networks
Xiaoqi Ma
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
Attention
CNN
PDF
2021-01-23
Stochastic Image Denoising by Sampling from the Posterior Distribution
Bahjat Kawar, Gregory Vaksman, Michael Elad
arXiv_CV
arXiv_CV
Inpainting
Pose
Denoising
PDF
2021-01-22
A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images
Simone Cammarasana, Paolo Nicolardi, Giuseppe Patanè
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
Medical
PDF
2021-01-20
Noise Learning Based Denoising Autoencoder
Woong-Hee Lee, Mustafa Ozger, Ursula Challita, Ki Won Sung
arXiv_AI
arXiv_AI
Pose
Denoising
PDF
2021-01-18
Deep Universal Blind Image Denoising
Jae Woong Soh, Nam Ik Cho
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
Inference
PDF
2021-01-17
Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving
James Tu, Huichen Li, Xinchen Yan, Mengye Ren, Yun Chen, Ming Liang, Eilyan Bitar, Ersin Yumer, Raquel Urtasun
arXiv_CV
arXiv_CV
3D
Adversarial
Detection
Object_Detection
Denoising
PDF
2021-01-14
Context-Aware Image Denoising with Auto-Threshold Canny Edge Detection to Suppress Adversarial Perturbation
Li-Yun Wang, Yeganeh Jalalpour, Wu-chi Feng
arXiv_CV
arXiv_CV
Edge_Detection
Adversarial
Pose
Classification
Detection
Denoising
CNN
PDF
2021-01-14
Stacked DeBERT: All Attention in Incomplete Data for Text Classification
Gwenaelle Cunha Sergio, Minho Lee
arXiv_CL
arXiv_CL
Transformer
Reconstruction
Embedding
Bert
Text_Classification
Speech
Pose
Classification
Sentiment
Denoising
Attention
QA
PDF
2021-01-13
DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees
Jasjeet Dhaliwal, Kyle Hambrook
arXiv_CV
arXiv_CV
Reconstruction
Gradient_Descent
Inpainting
Super_Resolution
Compressive_Sensing
Denoising
PDF
2021-01-13
Plug-and-Play Algorithms for Video Snapshot Compressive Imaging
Xin Yuan, Yang Liu, Jinli Suo, Frédo Durand, Qionghai Dai
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Pose
Deep_Learning
Detection
Relation
Object_Detection
Denoising
PDF
2021-01-12
Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion
Xiaoqi Ma, Xiaoyu Lin, Majed El Helou, Sabine Süsstrunk
arXiv_CV
arXiv_CV
Pose
Denoising
Attention
PDF
2021-01-12
Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty
Jierun Chen, Song Wen, S.-H. Gary Chan
arXiv_CV
arXiv_CV
Optimization
Pose
Denoising
PDF
2021-01-09
Generate Natural Language Explanations for Recommendation
Hanxiong Chen, Xu Chen, Shaoyun Shi, Yongfeng Zhang
arXiv_AI
arXiv_AI
Review
Pose
Denoising
Recommendation
PDF
2021-01-08
Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images
Tao Huang, Songjiang Li, Xu Jia, Huchuan Lu, Jianzhuang Liu
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Denoising
PDF
2021-01-06
Interspeech 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Kazuhito Koishida, Arun Nair, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
arXiv_SD
arXiv_SD
Speech
Denoising
GAN
PDF
2021-01-05
Contextual colorization and denoising for low-light ultra high resolution sequences
N. Anantrasirichai, David Bull
arXiv_CV
arXiv_CV
Enhancement
Pose
Denoising
GAN
PDF
2021-01-03
Consensus-Guided Correspondence Denoising
Chen Zhao, Yixiao Ge, Jiaqi Yang, Feng Zhu, Rui Zhao, Hongsheng Li
arXiv_AI
arXiv_AI
Pose
Denoising
Matching
PDF
2021-01-02
Quaternion higher-order singular value decomposition and its applications in color image processing
Jifei Miao, Kit Ian Kou
arXiv_CV
arXiv_CV
Salient
Pose
Relation
Denoising
PDF
2020-12-31
Promoting Graph Awareness in Linearized Graph-to-Text Generation
Alexander Hoyle, Ana Marasović, Noah Smith
arXiv_CL
arXiv_CL
Transformer
Denoising
Text_Generation
PDF
2020-12-31
Conditional Generation of Temporally-ordered Event Sequences
Shih-Ting Lin, Nathanael Chambers, Greg Durrett
arXiv_CL
arXiv_CL
Bert
Knowledge
Relation
Denoising
Inference
PDF
2020-12-30
NBNet: Noise Basis Learning for Image Denoising with Subspace Projection
Shen Cheng, Yuzhi Wang, Haibin Huang, Donghao Liu, Haoqiang Fan, Shuaicheng Liu
arXiv_CV
arXiv_CV
Reconstruction
Pose
Denoising
Attention
PDF
2020-12-25
Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders
Cheng Yu, Ryandhimas E. Zezario, Syu-Siang Wang, Jonathan Sherman, Yi-Yen Hsieh, Xugang Lu, Hsin-Min Wang, Yu Tsao
arXiv_SD
arXiv_SD
Enhancement
Recognition
Knowledge
Speech
Pose
Deep_Learning
Denoising
Speech_Recognition
PDF
2020-12-24
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration
Haokui Zhang, Ying Li, Chengrong Gong, Hao Chen, Zongwen Bai, Chunhua Shen
arXiv_CV
arXiv_CV
NAS
Super_Resolution
Restoration
Pose
Denoising
Attention
Inference
PDF
2020-12-23
The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans
Shinji Watanabe, Florian Boyer, Xuankai Chang, Pengcheng Guo, Tomoki Hayashi, Yosuke Higuchi, Takaaki Hori, Wen-Chin Huang, Hirofumi Inaguma, Naoyuki Kamo, Shigeki Karita, Chenda Li, Jing Shi, Aswin Shanmugam Subramanian, Wangyou Zhang
arXiv_SD
arXiv_SD
Transformer
Enhancement
Recognition
Speech
Denoising
Speech_Recognition
PDF
2020-12-23
Towards Boosting the Channel Attention in Real Image Denoising : Sub-band Pyramid Attention
Huayu Li, Haiyu Wu, Xiwen Chen, Hanning Zhang, Abolfazl Razi
arXiv_CV
arXiv_CV
Pose
Relation
Denoising
Attention
CNN
PDF
2020-12-22
Time-Travel Rephotography
Xuan Luo, Xuaner Zhang, Paul Yoo, Ricardo Martin-Brualla, Jason Lawrence, Steven M. Seitz
arXiv_CV
arXiv_CV
Restoration
Pose
Denoising
GAN
PDF
2020-12-22
HDR Denoising and Deblurring by Learning Spatio-temporal Distortion Models
Uğur Çoğalan, Mojtaba Bemana, Karol Myszkowski, Hans-Peter Seidel, Tobias Ritschel
arXiv_CV
arXiv_CV
Super_Resolution
Denoising
PDF
2020-12-22
Modeling Deep Learning Based Privacy Attacks on Physical Mail
Bingyao Huang, Ruyi Lian, Dimitris Samaras, Haibin Ling
arXiv_CV
arXiv_CV
Face
Deep_Learning
Denoising
CNN
PDF
2020-12-20
Memory Approximate Message Passing
Lei Liu, Shunqi Huang, Brian M. Kurkoski
arXiv_AI
arXiv_AI
Pose
Denoising
PDF
2020-12-19
InSAR Phase Denoising: A Review of Current Technologies and Future Directions
Gang Xu, Yandong Gao, Jinwei Li, Mengdao Xing
arXiv_CV
arXiv_CV
Review
Pose
Denoising
PDF
2020-12-18
A Survey on the Visual Perceptions of Gaussian Noise Filtering on Photography
Aidan Draper, Laura L. Taylor
arXiv_CV
arXiv_CV
Survey
Denoising
PDF
2020-12-18
Object Detection based on OcSaFPN in Aerial Images with Noise
Chengyuan Li, Jun Liu, Hailong Hong, Wenju Mao, Chenjie Wang, Chudi Hu, Xin Su, Bin Luo
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
Object_Detection
Denoising
Attention
PDF
2020-12-17
Relightable 3D Head Portraits from a Smartphone Video
Artem Sevastopolsky, Savva Ignatiev, Gonzalo Ferrer, Evgeny Burnaev, Victor Lempitsky
arXiv_CV
arXiv_CV
Point_Cloud
3D
Face
Denoising
PDF
2020-12-17
Denoising Text to Speech with Frame-Level Noise Modeling
Chen Zhang, Yi Ren, Xu Tan, Jinglin Liu, Kejun Zhang, Tao Qin, Sheng Zhao, Tie-Yan Liu
arXiv_SD
arXiv_SD
Embedding
Enhancement
Speech
Denoising
PDF
2020-12-17
On the Limitations of Denoising Strategies as Adversarial Defenses
Zhonghan Niu, Zhaoxi Chen, Linyi Li, Yubin Yang, Bo Li, Jinfeng Yi
arXiv_CV
arXiv_CV
Reconstruction
Adversarial
Pose
Denoising
PDF
2020-12-16
Projected Distribution Loss for Image Enhancement
Mauricio Delbracio, Hossein Talebi, Peyman Milanfar
arXiv_CV
arXiv_CV
Enhancement
Recognition
Super_Resolution
Pose
Image_Enhancement
Denoising
PDF
2020-12-16
TEMImageNet and AtomSegNet Deep Learning Training Library and Models for High-Precision Atom Segmentation, Localization, Denoising, and Super-resolution Processing of Atom-Resolution Scanning TEM Images
Ruoqian Lin, Rui Zhang, Chunyang Wang, Xiao-Qing Yang, Huolin L. Xin
arXiv_AI
arXiv_AI
Edge_Detection
Segmentation
Super_Resolution
Face
Deep_Learning
Detection
Denoising
PDF
2020-12-14
Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu
arXiv_CL
arXiv_CL
Unsupervised
Pose
Denoising
Summarization
PDF
2020-12-12
Knowledge Capture and Replay for Continual Learning
Saisubramaniam Gopalakrishnan, Pranshu Ranjan Singh, Haytham Fayek, Savitha Ramasamy, Arulmurugan Ambikapathi
arXiv_AI
arXiv_AI
Reconstruction
Unsupervised
Knowledge
Classification
Denoising
PDF
2020-12-11
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations
Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
arXiv_CV
arXiv_CV
Embedding
Action_Localization
Pose
Action
Classification
Denoising
Attention
Activity
Prediction
PDF
2020-12-10
An Empirical Review of Adversarial Defenses
Ayush Goel
arXiv_AI
arXiv_AI
Recognition
Review
Adversarial
Face
Face_Recognition
Denoising
Prediction
PDF
2020-12-09
Convex Regularization Behind Neural Reconstruction
Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John Pauly
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Denoising
Medical
CNN
Prediction
PDF
2020-12-09
Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments
Zhihao Xia, Michaël Gharbi, Federico Perazzi, Kalyan Sunkavalli, Ayan Chakrabarti
arXiv_CV
arXiv_CV
Face
Denoising
PDF
2020-12-09
Rectifier Neural Network with a Dual-Pathway Architecture for Image Denoising
Keting Zhang, Liqing Zhang
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-12-08
Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times
Omer Dahary, Matan Jacoby, Alex M. Bronstein
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-12-08
From Bag of Sentences to Document: Distantly Supervised Relation Extraction via Machine Reading Comprehension
Lingyong Yan, Xianpei Han, Le Sun, Fangchao Liu, Ning Bian
arXiv_CL
arXiv_CL
Pose
Action
Relation
Relation_Extraction
Denoising
GAN
PDF
2020-12-07
Noise2Kernel: Adaptive Self-Supervised Blind Denoising using a Dilated Convolutional Kernel Architecture
Kanggeun Lee, Won-Ki Jeong
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Self-Supervised
Pose
Denoising
CNN
PDF
2020-12-07
Towards end-to-end speech enhancement with a variational U-Net architecture
Eike J. Nustede, Jörn Anemüller
arXiv_SD
arXiv_SD
Enhancement
Speech
Pose
Relation
Denoising
PDF
2020-12-07
H-FND: Hierarchical False-Negative Denoising for Distant Supervision Relation Extraction
Jhih-Wei Chen, Tsu-Jui Fu, Chen-Kang Lee, Wei-Yun Ma
arXiv_CL
arXiv_CL
Pose
Action
Relation
Relation_Extraction
Denoising
PDF
2020-12-04
Event Guided Denoising for Multilingual Relation Learning
Amith Ananthram, Emily Allaway, Kathleen McKeown
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Action
Relation
Few-Shot
Relation_Extraction
Denoising
PDF
2020-12-03
EVRNet: Efficient Video Restoration on Edge Devices
Sachin Mehta, Amit Kumar, Fitsum Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Denoising
PDF
2020-12-03
Multi-mode Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion
Haijin Zeng, Sheng Liu, Jifeng Ning
arXiv_CV
arXiv_CV
Restoration
Regularization
Pose
Denoising
PDF
2020-12-03
SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising
Fengchao Xiong, Jun Zhou, Jianfeng Lu, Yuntao Qian
arXiv_CV
arXiv_CV
Optimization
Sparse
Deep_Learning
Denoising
PDF
2020-12-03
Lookahead optimizer improves the performance of Convolutional Autoencoders for reconstruction of natural images
Sayan Nag
arXiv_AI
arXiv_AI
Reconstruction
Pose
Denoising
Attention
GAN
CNN
PDF
2020-12-02
Video Anomaly Detection by Estimating Likelihood of Representations
Yuqi Ouyang, Victor Sanchez
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Pose
Action_Recognition
Action
Detection
Denoising
PDF
2020-12-01
Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers
Sebastien Montella, Betty Fabre, Tanguy Urvoy, Johannes Heinecke, Lina Rojas-Barahona
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Denoising
Text_Generation
PDF
2020-12-01
Pre-Trained Image Processing Transformer
Hanting Chen, Yunhe Wang, Tianyu Guo, Chang Xu, Yiping Deng, Zhenhua Liu, Siwei Ma, Chunjing Xu, Chao Xu, Wen Gao
arXiv_CV
arXiv_CV
Transformer
Super_Resolution
Bert
Contrastive_Learning
Deep_Learning
Denoising
PDF
2020-11-30
Unsupervised Deep Video Denoising
Dev Yashpal Sheth, Sreyas Mohan, Joshua L. Vincent, Ramon Manzorro, Peter A. Crozier, Mitesh M. Khapra, Eero P. Simoncelli, Carlos Fernandez-Granda
arXiv_CV
arXiv_CV
Unsupervised
Denoising
CNN
PDF
2020-11-30
Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm
Ti Bai, Biling Wang, Dan Nguyen, Steve Jiang
arXiv_CV
arXiv_CV
3D
Weakly_Supervised
Pose
Deep_Learning
Denoising
PDF
2020-11-30
SAR Image Despeckling Based on Convolutional Denoising Autoencoder
Qianqian Zhang, Ruizhi Sun
arXiv_CV
arXiv_CV
3D
Pose
Deep_Learning
Denoising
CNN
PDF
2020-11-30
Adaptive noise imitation for image denoising
Huangxing Lin, Yihong Zhuang, Yue Huang, Xinghao Ding, Yizhou Yu, Xiaoqing Liu, John Paisley
arXiv_CV
arXiv_CV
Denoising
PDF
2020-11-28
Lattice Fusion Networks for Image Denoising
Seyed Mohsen Hosseini
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2020-11-26
Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components
Seyed Mohsen Hosseini
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2020-11-26
Joint Reconstruction and Calibration using Regularization by Denoising
Mingyang Xie, Yu Sun, Jiaming Liu, Brendt Wohlberg, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Knowledge
Pose
Denoising
PDF
2020-11-25
Rank-One Network: An Effective Framework for Image Restoration
Shangqi Gao, Xiahai Zhuang
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Restoration
Pose
Denoising
PDF
2020-11-24
Distribution Conditional Denoising: A Flexible Discriminative Image Denoiser
Anthony Kelly
arXiv_CV
arXiv_CV
Denoising
PDF
2020-11-23
Legacy Photo Editing with Learned Noise Prior
Zhao Yuzhi, Po Lai-Man, Wang Xuehui, Liu Kangcheng, Zhang Yujia, Yu Wing-Yin, Xian Pengfei, Xiong Jingjing
arXiv_CV
arXiv_CV
Enhancement
Inpainting
Restoration
Pose
Image_Enhancement
Denoising
GAN
Matching
PDF
2020-11-22
Learnable Sampling 3D Convolution for Video Enhancement and Action Recognition
Shuyang Gu, Jianmin Bao, Dong Chen
arXiv_CV
arXiv_CV
Enhancement
Recognition
Super_Resolution
3D
Pose
Action_Recognition
Action
Denoising
PDF
2020-11-21
Deep Network Perceptual Losses for Speech Denoising
Mark R. Saddler, Andrew Francl, Jenelle Feather, Kaizhi Qian, Yang Zhang, Josh H. McDermott
arXiv_SD
arXiv_SD
Enhancement
Recognition
Speech
Classification
Denoising
PDF
2020-11-21
Height Prediction and Refinement from Aerial Images with Semantic and Geometric Guidance
Elhousni Mahdi, Huang Xinming, Zhang Ziming
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
Prediction
PDF
2020-11-20
Graph Signal Recovery Using Restricted Boltzmann Machines
Ankith Mohan, Aiichiro Nakano, Emilio Ferrara
arXiv_AI
arXiv_AI
Pose
Denoising
PDF
2020-11-20
Robust super-resolution depth imaging via a multi-feature fusion deep network
Alice Ruget, Stephen McLaughlin, Robert K. Henderson, Istvan Gyongy, Abderrahim Halimi, Jonathan Leach
arXiv_CV
arXiv_CV
Enhancement
Super_Resolution
3D
Detection
Object_Detection
Denoising
Autonomous
PDF
2020-11-20
Image Denoising by Gaussian Patch Mixture Model and Low Rank Patches
Jing Guo (1), Shuping Wang (1), Chen Luo (1), Qiyu Jin (1), Michael Kwok-Po Ng (2) ((1) School of Mathematical Science, Inner Mongolia University, Hohhot, China, (2) Department of Mathematics, University of Hong Kong, Pokfulam, Hong Kong, China)
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
Matching
PDF
2020-11-18
TFPnP: Tuning-free Plug-and-Play Proximal Algorithm with Applications to Inverse Imaging Problems
Kaixuan Wei, Angelica Aviles-Rivero, Jingwei Liang, Ying Fu, Hua Huang, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Reinforcement_Learning
Sparse
Deep_Learning
Denoising
PDF
2020-11-18
Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis
Wen Liu, Zhixin Piao, Zhi Tu, Wenhan Luo, Lin Ma, Shenghua Gao
arXiv_CV
arXiv_CV
3D
Adversarial
Self-Supervised
Pose
Face
Few-Shot
Denoising
Attention
GAN
CNN
PDF
2020-11-17
Digging Deeper into CRNN Model in Chinese Text Images Recognition
Kunhong Yu, Yuze Zhang
arXiv_CV
arXiv_CV
Recognition
RNN
Knowledge
Pose
Denoising
CNN
PDF
2020-11-16
Denoising Score-Matching for Uncertainty Quantification in Inverse Problems
Zaccharie Ramzi, Benjamin Remy, Francois Lanusse, Jean-Luc Starck, Philippe Ciuciu
arXiv_CV
arXiv_CV
Reconstruction
Pose
Denoising
Matching
PDF
2020-11-16
Assessing Wireless Sensing Potential with Large Intelligent Surfaces
Cristian J. Vaca-Rubio, Pablo Ramirez-Espinosa, Kimmo Kansanen, Zheng-Hua Tan, Elisabeth de Carvalho, Petar Popovski
arXiv_CV
arXiv_CV
Super_Resolution
Face
Denoising
Attention
PDF
2020-11-16
Multi-Decoder Networks with Multi-Denoising Inputs for Tumor Segmentation
Minh H. Vu, Tufve Nyholm, Tommy Löfstedt
arXiv_CV
arXiv_CV
Segmentation
Pose
Denoising
PDF
2020-11-13
Learning to Drop: Robust Graph Neural Network via Topological Denoising
Dongsheng Luo, Wei Cheng, Wenchao Yu, Bo Zong, Jingchao Ni, Haifeng Chen, Xiang Zhang
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Denoising
Prediction
PDF
2020-11-13
DANAE: a denoising autoencoder for underwater attitude estimation
Paolo Russo, Fabiana Di Ciaccio, Salvatore Troisi
arXiv_RO
arXiv_RO
Pose
Deep_Learning
Denoising
PDF
2020-11-11
Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising
Sutanu Bera, Prabir Kumar Biswas
arXiv_CV
arXiv_CV
Reconstruction
Pose
Deep_Learning
Denoising
Attention
GAN
Medical
CNN
PDF
2020-11-10
Noise2Stack: Improving Image Restoration by Learning from Volumetric Data
Mikhail Papkov, Kenny Roberts, Lee Ann Madissoon, Omer Bayraktar, Dmytro Fishman, Kaupo Palo, Leopold Parts
arXiv_CV
arXiv_CV
Restoration
Self-Supervised
Denoising
Medical
CNN
PDF
2020-11-10
AIM 2020 Challenge on Learned Image Signal Processing Pipeline
Andrey Ignatov, Radu Timofte, Zhilu Zhang, Ming Liu, Haolin Wang, Wangmeng Zuo, Jiawei Zhang, Ruimao Zhang, Zhanglin Peng, Sijie Ren, Linhui Dai, Xiaohong Liu, Chengqi Li, Jun Chen, Yuichi Ito, Bhavya Vasudeva, Puneesh Deora, Umapada Pal, Zhenyu Guo, Yu Zhu, Tian Liang, Chenghua Li, Cong Leng, Zhihong Pan, Baopu Li, Byung-Hoon Kim, Joonyoung Song, Jong Chul Ye, JaeHyun Baek, Magauiya Zhussip, Yeskendir Koishekenov, Hwechul Cho Ye, Xin Liu, Xueying Hu, Jun Jiang, Jinwei Gu, Kai Li, Pengliang Tan, Bingxin Hou
arXiv_CV
arXiv_CV
Review
Pose
Denoising
PDF
2020-11-08
Denoising-and-Dereverberation Hierarchical Neural Vocoder for Robust Waveform Generation
Yang Ai, Haoyu Li, Xin Wang, Junichi Yamagishi, Zhenhua Ling
arXiv_SD
arXiv_SD
Enhancement
Speech
Denoising
PDF
2020-11-08
Denoising Relation Extraction from Document-level Distant Supervision
Chaojun Xiao, Yuan Yao, Ruobing Xie, Xu Han, Zhiyuan Liu, Maosong Sun, Fen Lin, Leyu Lin
arXiv_CL
arXiv_CL
OCR
Pose
Action
Relation
Relation_Extraction
Denoising
PDF
2020-11-07
ESPnet-se: end-to-end speech enhancement and separation toolkit designed for asr integration
Chenda Li, Jing Shi, Wangyou Zhang, Aswin Shanmugam Subramanian, Xuankai Chang, Naoyuki Kamo, Moto Hira, Tomoki Hayashi, Christoph Boeddeker, Zhuo Chen, Shinji Watanabe
arXiv_SD
arXiv_SD
Enhancement
Recognition
Speech
Pose
Action
Denoising
Speech_Recognition
PDF
2020-11-06
A Comprehensive Comparison of Multi-Dimensional Image Denoising Methods
Zhaoming Kong, Xiaowei Yang, Lifang He
arXiv_CV
arXiv_CV
3D
Sparse
Regularization
Pose
Quantitative
Denoising
Matching
PDF
2020-11-06
Noise2Sim -- Similarity-based Self-Learning for Image Denoising
Chuang Niu, Ge Wang
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-11-04
Noise Reduction to Compute Tissue Mineral Density and Trabecular Bone Volume Fraction from Low Resolution QCT
Felix Thomsen, José M. Fuertes García, Manuel Lucena, Juan Pisula, Rodrigo de Luis García, Jan Broggrefe, Claudio Delrieux
arXiv_CV
arXiv_CV
3D
Pose
Action
Quantitative
Denoising
PDF
2020-11-04
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective
Shao-Cheng Wen, Yu-Jen Chen, Zihao Liu, Wujie Wen, Xiaowei Xu, Yiyu Shi, Tsung-Yi Ho, Qianjun Jia, Meiping Huang, Jian Zhuang
arXiv_CV
arXiv_CV
Segmentation
Pose
Quantitative
Classification
Deep_Learning
Denoising
Medical
PDF
2020-11-03
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations
Ke Tran, Ming Tan
arXiv_CL
arXiv_CL
Face
Denoising
PDF
2020-11-03
Solving Inverse Problems with Hybrid Deep Image Priors: the challenge of preventing overfitting
Zhaodong Sun
arXiv_CV
arXiv_CV
Gradient_Descent
Inpainting
Super_Resolution
Deep_Learning
Relation
Denoising
PDF
2020-11-03
BIGPrior: Towards Decoupling Learned Prior Hallucination and Data Fidelity in Image Restoration
Majed El Helou, Sabine Süsstrunk
arXiv_CV
arXiv_CV
Inpainting
Restoration
Pose
Deep_Learning
Denoising
PDF
2020-11-02
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning
Shreyas Fadnavis, Joshua Batson, Eleftherios Garyfallidis
arXiv_CV
arXiv_CV
Tracking
Unsupervised
Self-Supervised
Quantitative
Denoising
PDF
2020-11-02
Revisiting Adaptive Convolutions for Video Frame Interpolation
Simon Niklaus, Long Mai, Oliver Wang
arXiv_CV
arXiv_CV
Video_Prediction
Pose
Denoising
Prediction
PDF
2020-10-30
EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising
Tengfei Liang, Yi Jin, Yidong Li, Tao Wang, Songhe Feng, Congyan Lang
arXiv_CV
arXiv_CV
Enhancement
Pose
Deep_Learning
Denoising
Attention
Medical
CNN
PDF
2020-10-29
Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising
Lennart Husvogt (1 and 2), Stefan B. Ploner (1), Siyu Chen (2), Daniel Stromer (1, 2), Julia Schottenhamml (1), A. Yasin Alibhai (3), Eric Moult (2), Nadia K. Waheed (3), James G. Fujimoto (2), Andreas Maier (1) ((1) Friedrich-Alexander-Universität Erlangen-Nürnberg Germany, (2) Massachusetts Institute of Technology USA, (3) Tufts School of Medicine USA)
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Pose
Denoising
PDF
2020-10-27
Denoising Prior Driven Deep Neural Network for Image Restoration
Weisheng Dong, Peiyao Wang, Wotao Yin, Guangming Shi, Fangfang Wu, Xiaotong Lu
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Denoising
CNN
PDF
2020-10-24
Deep Denoising For Scientific Discovery: A Case Study In Electron Microscopy
Sreyas Mohan, Ramon Manzorro, Joshua L. Vincent, Binh Tang, Dev Yashpal Sheth, Eero P. Simoncelli, David S. Matteson, Peter A. Crozier, Carlos Fernandez-Granda
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2020-10-24
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Restoration
Pose
Denoising
PDF
2020-10-23
Progressive Training of Multi-level Wavelet Residual Networks for Image Denoising
Yali Peng, Yue Cao, Shigang Liu, Jian Yang, Wangmeng Zuo
arXiv_CV
arXiv_CV
Quantitative
Denoising
CNN
PDF
2020-10-22
Listening to Sounds of Silence for Speech Denoising
Ruilin Xu, Rundi Wu, Yuko Ishiwaka, Carl Vondrick, Changxi Zheng
arXiv_SD
arXiv_SD
Speech
Pose
Deep_Learning
Detection
Denoising
PDF
2020-10-22
Noise2Same: Optimizing A Self-Supervised Bound for Image Denoising
Yaochen Xie, Zhengyang Wang, Shuiwang Ji
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Denoising
PDF
2020-10-22
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised Models
Saurabh Kataria, Jesús Villalba, Najim Dehak
arXiv_SD
arXiv_SD
Transformer
Embedding
Enhancement
Recognition
Regularization
Speech
Self-Supervised
Emotion
Classification
Deep_Learning
Denoising
PDF
2020-10-22
HRFA: High-Resolution Feature-based Attack
Zhixing Ye, Sizhe Chen, Peidong Zhang, Chengjin Sun, Xiaolin Huang
arXiv_CV
arXiv_CV
Adversarial
Pose
Face
Classification
Denoising
GAN
PDF
2020-10-21
A General Multi-Task Learning Framework to Leverage Text Data for Speech to Text Tasks
Yun Tang, Juan Pino, Changhan Wang, Xutai Ma, Dmitriy Genzel
arXiv_CL
arXiv_CL
Recognition
Knowledge
Speech
Pose
Denoising
Attention
GAN
Speech_Recognition
PDF
2020-10-21
Unrolling of Deep Graph Total Variation for Image Denoising
Huy Vu, Gene Cheung, Yonina C. Eldar
arXiv_CV
arXiv_CV
3D
Optimization
Deep_Learning
Denoising
CNN
PDF
2020-10-21
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN
Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel
arXiv_CV
arXiv_CV
Embedding
Adversarial
Pose
Denoising
GAN
PDF
2020-10-21
Adaptive Structured Sparse Network for Efficient CNNs with Feature Regularization
Chen Tang, Wenyu Sun, Zhuqing Yuan, Guijin Wang, Yongpan Liu
arXiv_CV
arXiv_CV
Style_Transfer
Super_Resolution
Sparse
Regularization
Pose
Quantitative
Denoising
PDF
2020-10-21
Learning Integrodifferential Models for Image Denoising
Tobias Alt, Joachim Weickert
arXiv_CV
arXiv_CV
Denoising
PDF
2020-10-20
ENSURE: Ensemble Stein's Unbiased Risk Estimator for Unsupervised Learning
Hemant Kumar Aggarwal, Mathews Jacob
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Deep_Learning
Denoising
PDF
2020-10-20
Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge2020
Shufan Shen, Ran Miao, Yi Wang, Zhihua Wei
arXiv_SD
arXiv_SD
Recognition
Speech
Denoising
PDF
2020-10-18
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve
arXiv_CL
arXiv_CL
Transformer
Unsupervised
RNN
Pose
Denoising
Summarization
PDF
2020-10-16
Generalized Intersection Algorithms with Fixpoints for Image Decomposition Learning
Robin Richter, Duy H. Thai, Stephan F. Huckemann
arXiv_CV
arXiv_CV
Bert
Denoising
PDF
2020-10-14
Practical Deep Raw Image Denoising on Mobile Devices
Yuzhi Wang, Haibin Huang, Qin Xu, Jiaming Liu, Yiqun Liu, Jue Wang
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
PDF
2020-10-14
A Patch-based Image Denoising Method Using Eigenvectors of the Geodesics' Gramian Matrix
Kelum Gajamannage, Randy Paffenroth, Anura P. Jayasumana
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-10-10
Diagnosing and Preventing Instabilities in Recurrent Video Processing
Thomas Tanay, Aivar Sootla, Matteo Maggioni, Puneet K. Dokania, Philip Torr, Ales Leonardis, Gregory Slabaugh
arXiv_CV
arXiv_CV
Enhancement
Adversarial
Pose
Denoising
CNN
Inference
PDF
2020-10-09
Denoising Multi-Source Weak Supervision for Neural Text Classification
Wendi Ren, Yinghao Li, Hanting Su, David Kartchner, Cassie Mitchell, Chao Zhang
arXiv_CL
arXiv_CL
Text_Classification
Classification
Relation
Sentiment
Denoising
Attention
PDF
2020-10-07
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction
Masato Mita, Shun Kiyono, Masahiro Kaneko, Jun Suzuki, Kentaro Inui
arXiv_CL
arXiv_CL
Pose
Denoising
Prediction
PDF
2020-10-06
VoiceGrad: Non-Parallel Any-to-Many Voice Conversion with Annealed Langevin Dynamics
Hirokazu Kameoka, Takuhiro Kaneko, Kou Tanaka, Nobukatsu Hojo
arXiv_SD
arXiv_SD
Speech
Pose
Denoising
CNN
Matching
PDF
2020-10-06
Multi-task Learning for Multilingual Neural Machine Translation
Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Pose
NMT
Denoising
PDF
2020-10-06
Denoising Diffusion Implicit Models
Jiaming Song, Chenlin Meng, Stefano Ermon
arXiv_CV
arXiv_CV
Adversarial
Denoising
PDF
2020-10-06
Video Anomaly Detection Using Pre-Trained Deep Convolutional Neural Nets and Context Mining
Chongke Wu, Sicong Shao, Cihan Tunc, Salim Hariri
arXiv_CV
arXiv_CV
Surveillance
Action
Classification
Deep_Learning
Detection
Object_Detection
Denoising
CNN
PDF
2020-10-03
Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors
Yu Sun, Jiaming Liu, Yiran Sun, Brendt Wohlberg, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Regularization
Denoising
PDF
2020-10-02
Weight Encode Reconstruction Network for Computed Tomography in a Semi-Case-Wise and Learning-Based Way
Hujie Pan, Xuesong Li, Min Xu
arXiv_CV
arXiv_CV
Reconstruction
Self-Supervised
Pose
Denoising
Attention
PDF
2020-09-28
High-throughput molecular imaging via deep learning enabled Raman spectroscopy
Conor C. Horgan, Magnus Jensen, Anika Nagelkerke, Jean-Phillipe St-Pierre, Tom Vercauteren, Molly M. Stevens, Mads S. Bergholt
arXiv_CV
arXiv_CV
Reconstruction
Transfer_Learning
Super_Resolution
Deep_Learning
Denoising
PDF
2020-09-25
Blind Image Super-Resolution with Spatial Context Hallucination
Dong Huo, Yee-Hong Yang
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Denoising
CNN
PDF
2020-09-25
A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention
Krishanu Sarker, Xiulong Yang, Yang Li, Saeid Belkasim, Shihao Ji
arXiv_CV
arXiv_CV
Pose
Classification
Denoising
Image_Classification
PDF
2020-09-25
G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
Souradip Chakraborty, Aritra Roy Gosthipaty, Sayak Paul
arXiv_CV
arXiv_CV
Unsupervised
Enhancement
Recognition
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Denoising
PDF
2020-09-24
Iterative regularization algorithms for image denoising with the TV-Stokes model
Bin Wu, Leszek Marcinkowski, Xue-Cheng Tai, Talal Rahman
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Pose
Denoising
PDF
2020-09-24
Alternating minimization for a single step TV-Stokes model for image denoising
Bin Wu, Xue-Cheng Tai, Talal Rahman
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-09-24
Multidimensional TV-Stokes for image processing
Bin Wu, Xue-Cheng Tai, Talal Rahman
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose
Denoising
PDF
2020-09-22
A Generative Adversarial Approach with Residual Learning for Dust and Scratches Artifacts Removal
Ionuţ Mironică
arXiv_CV
arXiv_CV
Enhancement
Adversarial
Image_Enhancement
Denoising
GAN
PDF
2020-09-14
Simultaneous Denoising and Motion Estimation for Low-dose Gated PET using a Siamese Adversarial Network with Gate-to-Gate Consistency Learning
Bo Zhou, Yu-Jung Tsai, Chi Liu
arXiv_CV
arXiv_CV
Adversarial
Pose
Denoising
PDF
2020-09-14
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network
Qian Ning, Weisheng Dong, Guangming Shi, Leida Li, Xin Li
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Regularization
Pose
Deep_Learning
Denoising
PDF
2020-09-14
Residual Learning for Effective joint Demosaicing-Denoising
Yu Guo, Qiyu Jin, Gabriele Facciolo, Tieyong Zeng, Jean-Michel Morel
arXiv_CV
arXiv_CV
Pose
Quantitative
Deep_Learning
Denoising
CNN
PDF
2020-09-11
Adversarial score matching and improved sampling for image generation
Alexia Jolicoeur-Martineau, Rémi Piché-Taillefer, Rémi Tachet des Combes, Ioannis Mitliagkas
arXiv_CV
arXiv_CV
Adversarial
Pose
Denoising
GAN
Matching
PDF
2020-09-10
Self-supervised Depth Denoising Using Lower- and Higher-quality RGB-D sensors
Akhmedkhan Shabanov, Ilya Krotov, Nikolay Chinaev, Vsevolod Poletaev, Sergei Kozlukov, Igor Pasechnik, Bulat Yakupov, Artsiom Sanakoyeu, Vadim Lebedev, Dmitry Ulyanov
arXiv_CV
arXiv_CV
Reconstruction
Tracking
3D
Self-Supervised
Pose
Face
Denoising
PDF
2020-09-10
Path planning model of mobile robots in the context of crowds
W.Z. Wang, R.Q. Wang, G.H. Chen
arXiv_RO
arXiv_RO
RNN
Denoising
PDF
2020-09-09
Blind Image Restoration with Flow Based Priors
Leonhard Helminger, Michael Bernasconi, Abdelaziz Djelouah, Markus Gross, Christopher Schroers
arXiv_CV
arXiv_CV
Gradient_Descent
Enhancement
Restoration
Optimization
Regularization
Knowledge
Pose
Image_Enhancement
Denoising
PDF
2020-09-09
NTGAN: Learning Blind Image Denoising without Clean Reference
Rui Zhao, Daniel P.K. Lun, Kin-Man Lam
arXiv_CV
arXiv_CV
Unsupervised
Pose
Denoising
GAN
PDF
2020-09-08
A Residual Solver and Its Unfolding Neural Network for Total Variation Regularized Models
Yuanhao Gong
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Denoising
Medical
CNN
PDF
2020-09-07
Are Deep Neural Architectures Losing Information? Invertibility Is Indispensable
Yang Liu, Zhenyue Qin, Saeed Anwar, Sabrina Caldwell, Tom Gedeon
arXiv_CV
arXiv_CV
Inpainting
Restoration
Deep_Learning
Denoising
PDF
2020-09-07
Adversarial Watermarking Transformer: Towards Tracing Text Provenance with Data Hiding
Sahar Abdelnabi, Mario Fritz
arXiv_CL
arXiv_CL
Transformer
Adversarial
Pose
Denoising
Inference
Language_Model
PDF
2020-09-07
E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Fuzhen Zhuang, Hui Xiong
arXiv_AI
arXiv_AI
Reconstruction
Bert
Sentiment_Classification
Knowledge
Review
Pose
Action
Classification
Sentiment
Denoising
Attention
Language_Model
PDF
2020-09-02
Open-set Adversarial Defense
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel
arXiv_AI
arXiv_AI
Recognition
Adversarial
Pose
Classification
Deep_Learning
Denoising
PDF
2020-09-01
Operational vs Convolutional Neural Networks for Image Denoising
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
arXiv_CV
arXiv_CV
Embedding
Pose
Denoising
CNN
PDF
2020-08-31
Unpaired Learning of Deep Image Denoising
Xiaohe Wu, Ming Liu, Yue Cao, Dongwei Ren, Wangmeng Zuo
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Quantitative
Denoising
PDF
2020-08-29
Self-Organized Operational Neural Networks for Severe Image Restoration Problems
Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
arXiv_AI
arXiv_AI
Restoration
Pose
Denoising
GAN
CNN
PDF
2020-08-27
Mixed Noise Removal with Pareto Prior
Zhou Liu, Lei Yu, Gui-Song Xia, Hong Sun
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-08-25
Efficient Blind-Spot Neural Network Architecture for Image Denoising
David Honzátko, Siavash A. Bigdeli, Engin Türetken, L. Andrea Dunbar
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2020-08-25
A Critical Analysis of Patch Similarity Based Image Denoising Algorithms
Varuna De Silva
arXiv_CV
arXiv_CV
Reconstruction
Review
Denoising
Attention
PDF
2020-08-25
Variational Image Restoration Network
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Deep_Learning
Denoising
Inference
PDF
2020-08-22
Unsupervised Hyperspectral Mixed Noise Removal Via Spatial-Spectral Constrained Deep Image Prior
Yi-Si Luo, Xi-Le Zhao, Tai-Xiang Jiang, Yu-Bang Zheng, Yi Chang
arXiv_CV
arXiv_CV
Unsupervised
3D
Optimization
Pose
Denoising
CNN
PDF
2020-08-22
PNEN: Pyramid Non-Local Enhanced Networks
Feida Zhu, Chaowei Fang, Kai-Kuang Ma
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Relation
Denoising
CNN
PDF
2020-08-20
Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior
Max-Heinrich Laves, Malte Tölle, Tobias Ortmaier
arXiv_CV
arXiv_CV
Reconstruction
Gradient_Descent
Deep_Learning
Denoising
Attention
Medical
CNN
PDF
2020-08-19
Improving Blind Spot Denoising for Microscopy
Anna S. Goncharova, Alf Honigmann, Florian Jug, Alexander Krull
arXiv_CV
arXiv_CV
Knowledge
Self-Supervised
Pose
Action
Deep_Learning
Denoising
PDF
2020-08-18
Self-supervised Denoising via Diffeomorphic Template Estimation: Application to Optical Coherence Tomography
Guillaume Gisbert, Neel Dey, Hiroshi Ishikawa, Joel Schuman, James Fishbaugh, Guido Gerig
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Quantitative
Relation
Denoising
PDF
2020-08-17
Robust Autoencoder GAN for Cryo-EM Image Denoising
Hanlin Gu (1), Ilona Christy Unarta (3), Xuhui Huang (2), Yuan Yao (1) (3) ((1) Department of Mathematics, Hong Kong University of Science and Technology, (2) Department of Chemistry, Center of System Biology and Human Health, State Key Laboratory of Molecular Neuroscience, Hong Kong University of Science and Technology, (3) Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology)
arXiv_AI
arXiv_AI
Reconstruction
3D
Adversarial
Pose
Classification
Denoising
GAN
PDF
2020-08-16
Wavelet Denoising and Attention-based RNN-ARIMA Model to Predict Forex Price
Zhiwen Zeng, Matloob Khushi
arXiv_CV
arXiv_CV
RNN
Pose
Relation
Denoising
Attention
PDF
2020-08-15
Evolving Deep Convolutional Neural Networks for Hyperspectral Image Denoising
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Object_Detection
Denoising
CNN
PDF
2020-08-14
Performance characterization of a novel deep learning-based MR image reconstruction pipeline
R. Marc Lebel
arXiv_AI
arXiv_AI
Reconstruction
Optimization
Deep_Learning
Denoising
CNN
PDF
2020-08-14
The Effect of Various Strengths of Noises and Data Augmentations on Classification of Short Single-Lead ECG Signals Using Deep Neural Networks
Faezeh Nejati Hatamian, AmirAbbas Davari, Andreas Maier
arXiv_CV
arXiv_CV
Classification
Denoising
PDF
2020-08-14
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction
Cong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen, Shanshan Wang, Dong Liang, Qiegen Liu
arXiv_CV
arXiv_CV
Reconstruction
Embedding
Pose
Deep_Learning
Denoising
Matching
PDF
2020-08-14
Unsupervised Image Restoration Using Partially Linear Denoisers
Rihuan Ke, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Unsupervised
Restoration
Self-Supervised
Pose
Denoising
PDF
2020-08-13
Multi-Modality Pathology Segmentation Framework: Application to Cardiac Magnetic Resonance Images
Zhen Zhang, Chenyu Liu, Wangbin Ding, Sihan Wang, Chenhao Pei, Mingjing Yang, Liqin Huang
arXiv_CV
arXiv_CV
Segmentation
Pose
Denoising
Attention
PDF
2020-08-13
Incorporating Broad Phonetic Information for Speech Enhancement
Yen-Ju Lu, Chien-Feng Liao, Xugang Lu, Jeih-weih Hung, Yu Tsao
arXiv_SD
arXiv_SD
Enhancement
Recognition
Knowledge
Speech
Pose
Denoising
PDF
2020-08-13
Powers of layers for image-to-image translation
Hugo Touvron, Matthijs Douze, Matthieu Cord, Hervé Jégou
arXiv_CV
arXiv_CV
Pose
Denoising
GAN
PDF
2020-08-13
AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising
Jawook Gu, Jong Chul Ye
arXiv_CV
arXiv_CV
Unsupervised
Pose
Deep_Learning
Denoising
GAN
Inference
PDF
2020-08-13
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness
Md Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Adversarial
Denoising
CNN
Inference
Prediction
PDF
2020-08-12
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning
Zhanghan Ke, Di Qiu, Kaican Li, Qiong Yan, Rynson W.H. Lau
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Enhancement
Image_Matting
Pose
Image_Enhancement
Classification
Detection
Object_Detection
Denoising
Image_Classification
PDF
2020-08-12
Distantly Supervised Relation Extraction in Federated Settings
Dianbo Sui, Yubo Chen, Kang Liu, Jun Zhao
arXiv_CL
arXiv_CL
Pose
Action
Relation
Relation_Extraction
Denoising
PDF
2020-08-10
Improved Adaptive Type-2 Fuzzy Filter with Exclusively Two Fuzzy Membership Function for Filtering Salt and Pepper Noise
Vikas Singh, Pooja Agrawal, Teena Sharma, Nishchal K. Verma
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-08-09
Low-Light Maritime Image Enhancement with Regularized Illumination Optimization and Deep Noise Suppression
Yu Guo, Yuxu Lu, Ryan Wen Liu, Meifang Yang, Kwok Tai Chui
arXiv_CV
arXiv_CV
Enhancement
Optimization
Regularization
Pose
Image_Enhancement
Quantitative
Deep_Learning
Denoising
PDF
2020-08-09
Depth image denoising using nuclear norm and learning graph model
Chenggang Yan, Zhisheng Li, Yongbing Zhang, Yutao Liu, Xiangyang Ji, Yongdong Zhang
arXiv_CV
arXiv_CV
3D
Restoration
Pose
Denoising
PDF
2020-08-05
Exploiting Temporal Attention Features for Effective Denoising in Videos
Aryansh Omray, Samyak Jain, Utsav Krishnan, Pratik Chattopadhyay
arXiv_CV
arXiv_CV
Pose
Detection
Denoising
Attention
PDF
2020-08-03
Anti-Bandit Neural Architecture Search for Model Defense
Hanlin Chen, Baochang Zhang, Song Xue, Xuan Gong, Hong Liu, Rongrong Ji, David Doermann
arXiv_CV
arXiv_CV
NAS
Adversarial
Denoising
CNN
PDF
2020-08-01
Regularization by Denoising via Fixed-Point Projection
Regev Cohen, Michael Elad, Peyman Milanfar
arXiv_CV
arXiv_CV
Super_Resolution
Optimization
Regularization
Denoising
PDF
2020-08-01
Multi-Slice Fusion for Sparse-View and Limited-Angle 4D CT Reconstruction
Soumendu Majee, Thilo Balke, Craig A.J. Kemp, Gregery T. Buzzard, Charles A. Bouman
arXiv_CV
arXiv_CV
Reconstruction
3D
Sparse
Denoising
CNN
PDF
2020-07-31
Looking At The Body: Automatic Analysis of Body Gestures and Self-Adaptors in Psychological Distress
Weizhe Lin, Indigo Orton, Qingbiao Li, Gabriela Pavarini, Marwa Mahmoud
arXiv_CV
arXiv_CV
Sparse
Gesture
Pose_Estimation
Pose
Face
Deep_Learning
Detection
Denoising
PDF
2020-07-30
NormalGAN: Learning Detailed 3D Human from a Single RGB-D Image
Lizhen Wang, Xiaochen Zhao, Tao Yu, Songtao Wang, Yebin Liu
arXiv_CV
arXiv_CV
Reconstruction
3D
Adversarial
Pose
Face
Denoising
GAN
Inference
PDF
2020-07-30
Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization
Paul Tardy, Louis de Seynes, François Hernandez, Vincent Nguyen, David Janiszek, Yannick Estève
arXiv_CL
arXiv_CL
Speech
Self-Supervised
Denoising
Summarization
PDF
2020-07-27
MMDF: Mobile Microscopy Deep Framework
Anatasiia Kornilova, Mikhail Salnikov, Olga Novitskaya, Maria Begicheva, Egor Sevriugov, Kirill Shcherbakov
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Denoising
PDF
2020-07-27
Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser
Zahra Kadkhodaie, Eero P. Simoncelli
arXiv_CV
arXiv_CV
Transfer_Learning
Inpainting
Super_Resolution
Compressive_Sensing
Denoising
PDF
2020-07-27
Differentiable Manifold Reconstruction for Point Cloud Denoising
Shitong Luo, Wei Hu
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Point_Cloud
3D
Pose
Face
Denoising
PDF
2020-07-26
Almost Unsupervised Text to Speech and Automatic Speech Recognition
Yi Ren, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Recognition
Speech
Pose
Deep_Learning
Denoising
Speech_Recognition
Language_Model
PDF
2020-07-25
Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation
Hyeongju Kim, Hyeonseung Lee, Woo Hyun Kang, Hyung Yong Kim, Nam Soo Kim
arXiv_SD
arXiv_SD
Enhancement
Recognition
Optimization
Speech
Pose
Deep_Learning
Denoising
Speech_Recognition
PDF
2020-07-21
Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations
Xiongjun Zhang, Michael K. Ng
arXiv_CV
arXiv_CV
Sparse
Pose
Denoising
PDF
2020-07-16
Dynamic Low-light Imaging with Quanta Image Sensors
Yiheng Chi, Abhiram Gnanasambandam, Vladlen Koltun, Stanley H. Chan
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Pose
Denoising
PDF
2020-07-16
Event Enhanced High-Quality Image Recovery
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang
arXiv_CV
arXiv_CV
Super_Resolution
Sparse
Pose
Denoising
PDF
2020-07-15
Transformation Consistency Regularization- A Semi-Supervised Paradigm for Image-to-Image Translation
Aamir Mustafa, Rafal K. Mantiuk
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Super_Resolution
Regularization
Knowledge
Pose
Classification
Denoising
Prediction
PDF
2020-07-14
Pasadena: Perceptually Aware and Stealthy Adversarial Denoise Attack
Yupeng Cheng, Qing Guo, Felix Juefei-Xu, Xiaofei Xie, Shang-Wei Lin, Weisi Lin, Wei Feng, Yang Liu
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Denoising
Image_Classification
Prediction
PDF
2020-07-14
Unsupervised Human 3D Pose Representation with Viewpoint and Pose Disentanglement
Qiang Nie, Ziwei Liu, Yunhui Liu
arXiv_CV
arXiv_CV
Unsupervised
Recognition
3D
Pose_Estimation
Pose
Action_Recognition
Action
Denoising
PDF
2020-07-14
Spatial-Adaptive Network for Single Image Denoising
Meng Chang, Qi Li, Huajun Feng, Zhihai Xu
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
CNN
PDF
2020-07-12
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation
Zongsheng Yue, Qian Zhao, Lei Zhang, Deyu Meng
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Denoising
PDF
2020-07-11
Lightweight Modules for Efficient Deep Learning based Image Restoration
Avisek Lahiri, Sourav Bairagya, Sutanu Bera, Siddhant Haldar, Prabir Kumar Biswas
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Super_Resolution
Restoration
Pose
Classification
Deep_Learning
Denoising
CNN
PDF
2020-07-10
Improved Detection of Adversarial Images Using Deep Neural Networks
Yutong Gao, Yi Pan
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Detection
Denoising
PDF
2020-07-09
Low Dose CT Denoising via Joint Bilateral Filtering and Intelligent Parameter Optimization
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier
arXiv_CV
arXiv_CV
Reconstruction
Reinforcement_Learning
Optimization
Action
Deep_Learning
Denoising
CNN
PDF
2020-07-09
JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering
Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier
arXiv_CV
arXiv_CV
3D
Deep_Learning
Denoising
GAN
CNN
PDF
2020-07-08
Designing and Training of A Dual CNN for Image Denoising
Chunwei Tian, Yong Xu, Wangmeng Zuo, Bo Du, Chia-Wen Lin, David Zhang
arXiv_CV
arXiv_CV
Reconstruction
Enhancement
Sparse
Salient
Action
Denoising
CNN
PDF
2020-07-07
Learning Model-Blind Temporal Denoisers without Ground Truths
Bichuan Guo, Jiangtao Wen, Zhen Xia, Shan Liu, Yuxing Han
arXiv_CV
arXiv_CV
Pose
Denoising
Optical_Flow
PDF
2020-07-06
Robust Technique for Representative Volume Element Identification in Noisy Microtomography Images of Porous Materials Based on Pores Morphology and Their Spatial Distribution
Maxim Grigoriev, Anvar Khafizov, Vladislav Kokhan, Viktor Asadchikov
arXiv_CV
arXiv_CV
Pose
Face
Denoising
PDF
2020-07-06
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Gerald Schuller
arXiv_SD
arXiv_SD
Unsupervised
Represenation_Learning
Regularization
Pose
Denoising
PDF
2020-07-06
Learning Graph-Convolutional Representations for Point Cloud Denoising
Francesca Pistilli, Giulia Fracastoro, Diego Valsesia, Enrico Magli
arXiv_CV
arXiv_CV
Point_Cloud
Pose
Face
Denoising
GAN
CNN
PDF
2020-07-06
Can Un-trained Neural Networks Compete with Trained Neural Networks at Image Reconstruction?
Mohammad Zalbagi Darestani, Reinhard Heckel
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Pose
Deep_Learning
Denoising
Attention
Medical
CNN
PDF
2020-07-04
Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks
Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Action
Quantitative
Deep_Learning
Denoising
CNN
PDF
2020-07-03
Ground Truth Free Denoising by Optimal Transport
Sören Dittmer, Carola-Bibiane Schönlieb, Peter Maass
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Denoising
PDF
2020-07-02
Joint Frequency- and Image-Space Learning for Fourier Imaging
Nalini M. Singh, Juan Eugenio Iglesias, Elfar Adalsteinsson, Adrian V. Dalca, Polina Golland
arXiv_CV
arXiv_CV
Reconstruction
Pose
Deep_Learning
Denoising
PDF
2020-07-02
Surface Denoising based on Normal Filtering in a Robust Statistics Framework
Sunil Kumar Yadav, Martin Skrodzki, Eric Zimmermann, Konrad Polthier
arXiv_CV
arXiv_CV
3D
Face
Relation
Denoising
PDF
2020-07-01
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture
Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Inpainting
Super_Resolution
Pose
Deep_Learning
Denoising
Medical
PDF
2020-06-30
Accelerating Prostate Diffusion Weighted MRI using Guided Denoising Convolutional Neural Network: Retrospective Feasibility Study
Elena A. Kaye, Emily A. Aherne, Cihan Duzgol, Ida Häggström, Erich Kobler, Yousef Mazaheri, Maggie M Fung, Zhigang Zhang, Ricardo Otazo, Herbert A. Vargas, Oguz Akin
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
CNN
PDF
2020-06-30
Noise2Inverse: Self-supervised deep convolutional denoising for linear image reconstruction
Allard A. Hendriksen, Daniel M. Pelt, K. Joost Batenburg
arXiv_CV
arXiv_CV
Reconstruction
Self-Supervised
Pose
Denoising
CNN
PDF
2020-06-29
Data augmentation versus noise compensation for x- vector speaker recognition systems in noisy environments
Mohammad Mohammadamini (LIA), Driss Matrouf (LIA)
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Denoising
PDF
2020-06-28
SAR Image Despeckling by Deep Neural Networks: from a pre-trained model to an end-to-end training strategy
Emanuele Dalsasso, Loïc Denis, Florence Tupin
arXiv_CV
arXiv_CV
Restoration
Pose
Denoising
CNN
PDF
2020-06-28
Enhancement of a CNN-Based Denoiser Based on Spatial and Spectral Analysis
Rui Zhao, Kin-Man Lam, Daniel P.K. Lun
arXiv_CV
arXiv_CV
Enhancement
Pose
Denoising
CNN
PDF
2020-06-26
Designing and Learning Trainable Priors with Non-Cooperative Games
Bruno Lecouat, Jean Ponce, Julien Mairal
arXiv_CV
arXiv_CV
Optimization
Sparse
Regularization
Denoising
Matching
PDF
2020-06-26
Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising
Sepehr Ataei, Dr. Javad Alirezaie, Dr. Paul Babyn
arXiv_CV
arXiv_CV
Deep_Learning
Denoising
CNN
Prediction
PDF
2020-06-24
Block-matching in FPGA
Rafael Pizarro Solar, Michal Pleskowicz
arXiv_CV
arXiv_CV
3D
Denoising
Matching
PDF
2020-06-24
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders
Agostina J Larrazabal, César Martínez, Ben Glocker, Enzo Ferrante
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Denoising
Medical
CNN
PDF
2020-06-24
Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration
Lanqing Guo, Saiprasad Ravishankar, Bihan Wen
arXiv_CV
arXiv_CV
Reconstruction
Restoration
Self-Supervised
Pose
Denoising
Matching
PDF
2020-06-24
Flexible Image Denoising with Multi-layer Conditional Feature Modulation
Jiazhi Du, Xin Qiao, Zifei Yan, Hongzhi Zhang, Wangmeng Zuo
arXiv_CV
arXiv_CV
Quantitative
Denoising
PDF
2020-06-23
Inexact Derivative-Free Optimization for Bilevel Learning
Matthias J. Ehrhardt, Lindon Roberts
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Pose
Denoising
PDF
2020-06-19
Concatenated Attention Neural Network for Image Restoration
Tian YingJie, Wang YiQi, Yang LinRui, Qi ZhiQuan
arXiv_CV
arXiv_CV
Restoration
Action
Denoising
Attention
Image_Compression
PDF
2020-06-19
Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift
Qinming Zhang, Luyan Liu, Kai Ma, Cheng Zhuo, Yefeng Zheng
arXiv_CV
arXiv_CV
Segmentation
Review
Pose
Denoising
Medical
CNN
Prediction
PDF
2020-06-17
Deep Learning on Image Denoising: An overview
Chunwei Tian, Lunke Fei, Wenxian Zheng, Yong Xu, Wangmeng Zuo, Chia-Wen Lin
arXiv_CV
arXiv_CV
Optimization
Quantitative
Deep_Learning
Denoising
Attention
CNN
PDF
2020-06-16
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling
Burhaneddin Yaman, Seyed Amir Hossein Hosseini, Mehmet Akçakaya
arXiv_CV
arXiv_CV
Reconstruction
Inpainting
Optimization
Self-Supervised
Pose
Deep_Learning
Denoising
PDF
2020-06-11
Image Deconvolution via Noise-Tolerant Self-Supervised Inversion
Hirofumi Kobayashi, Ahmet Can Solak, Joshua Batson, Loic A. Royer
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Denoising
CNN
PDF
2020-06-10
DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders
Mangal Prakash, Alexander Krull, Florian Jug
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Recognition
OCR
Restoration
Optical_Character
Pose
Deep_Learning
Denoising
CNN
Prediction
PDF
2020-06-10
HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Jiaqi Su, Zeyu Jin, Adam Finkelstein
arXiv_SD
arXiv_SD
Adversarial
Speech
Pose
Deep_Learning
Denoising
GAN
Matching
PDF
2020-06-09
Supervised Learning of Sparsity-Promoting Regularizers for Denoising
Michael T. McCann, Saiprasad Ravishankar
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Gradient_Descent
Optimization
Regularization
Pose
Denoising
CNN
PDF
2020-06-09
Learning Generative Models using Denoising Density Estimators
Siavash A. Bigdeli, Geng Lin, Tiziano Portenier, L. Andrea Dunbar, Matthias Zwicker
arXiv_CV
arXiv_CV
Unsupervised
Denoising
PDF
2020-06-08
Neural Sparse Representation for Image Restoration
Yuchen Fan, Jiahui Yu, Yiqun Mei, Yulun Zhang, Yun Fu, Ding Liu, Thomas S. Huang
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Sparse
Denoising
Image_Compression
PDF
2020-06-05
Learning Neural Light Transport
Paul Sanzenbacher, Lars Mescheder, Andreas Geiger
arXiv_CV
arXiv_CV
3D
Denoising
PDF
2020-06-03
CNN Denoisers As Non-Local Filters: The Neural Tangent Denoiser
Julián Tachella, Junqi Tang, Mike Davies
arXiv_CV
arXiv_CV
Gradient_Descent
3D
Restoration
Denoising
CNN
PDF
2020-06-02
SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors
Shasha Guo, Lei Wang, Xiaofan Chen, Limeng Zhang, Ziyang Kang, Weixia Xu
arXiv_CV
arXiv_CV
Pose
Quantitative
Relation
Denoising
Activity
PDF
2020-06-01
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net
Hyeong-Seok Choi, Hoon Heo, Jie Hwan Lee, Kyogu Lee
arXiv_SD
arXiv_SD
Enhancement
Optimization
Speech
Pose
Denoising
Inference
PDF
2020-05-30
Probabilistic self-learning framework for Low-dose CT Denoising
Ti Bai, Dan Nguyen, Biling Wang, Steve Jiang
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Relation
Denoising
PDF
2020-05-30
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation
Haijin Zeng, Xiaozhen Xie, Jifeng Ning
arXiv_CV
arXiv_CV
Regularization
Pose
Relation
Denoising
PDF
2020-05-25
Bayesian Conditional GAN for MRI Brain Image Synthesis
Gengyan Zhaoa, Mary E. Meyerand, Rasmus M. Birn
arXiv_CV
arXiv_CV
Super_Resolution
Adversarial
Pose
Denoising
GAN
Medical
PDF
2020-05-24
Lite Audio-Visual Speech Enhancement
Shang-Yi Chuang, Yu Tsao, Chen-Chou Lo, Hsin-Min Wang
arXiv_CL
arXiv_CL
Enhancement
Speech
Pose
Face
Action
Denoising
PDF
2020-05-21
Revisiting Role of Autoencoders in Adversarial Settings
Byeong Cheon Kim, Jung Uk Kim, Hakmin Lee, Yong Man Ro
arXiv_CV
arXiv_CV
Adversarial
Denoising
PDF
2020-05-20
SADDEL: Joint Speech Separation and Denoising Model based on Multitask Learning
Yuan-Kuei Wu, Chao-I Tuan, Hung-yi Lee, Yu Tsao
arXiv_SD
arXiv_SD
Speech
Pose
Deep_Learning
Denoising
PDF
2020-05-20
Jointly optimal denoising, dereverberation, and source separation
Tomohiro Nakatani, Christoph Boeddeker, Keisuke Kinoshita, Rintaro Ikeshita, Marc Delcroix, Reinhold Haeb-Umbach
arXiv_SD
arXiv_SD
Enhancement
Recognition
Optimization
Speech
Pose
Denoising
Speech_Recognition
CNN
Prediction
PDF
2020-05-20
Attention-based network for low-light image enhancement
Cheng Zhang, Qingsen Yan, Yu zhu, Jinqiu Sun, Yanning Zhang
arXiv_CV
arXiv_CV
Enhancement
Pose
Image_Enhancement
Relation
Denoising
Attention
PDF
2020-05-19
Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks
Dufan Wu, Hui Ren, Quanzheng Li
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Deep_Learning
Denoising
PDF
2020-05-19
Inverse problems with second-order Total Generalized Variation constraints
Kristian Bredies, Tuomo Valkonen
arXiv_CV
arXiv_CV
Sparse
Pose
Denoising
PDF
2020-05-18
A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences
Pranay Manocha, Adam Finkelstein, Richard Zhang, Nicholas J. Bryan, Gautham J. Mysore, Zeyu Jin
arXiv_SD
arXiv_SD
Optimization
Detection
Denoising
PDF
2020-05-17
Deep Image Prior
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
arXiv_CV
arXiv_CV
Inpainting
Super_Resolution
Restoration
Denoising
CNN
PDF
2020-05-16
Sparse Mixture of Local Experts for Efficient Speech Enhancement
Aswin Sivaraman, Minje Kim
arXiv_SD
arXiv_SD
Enhancement
Sparse
Speech
Pose
Classification
Deep_Learning
Denoising
PDF
2020-05-16
Various Total Variation for Snapshot Video Compressive Imaging
Xin Yuan
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose
Detection
Object_Detection
Denoising
PDF
2020-05-15
A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling Perfusion Images
Danfeng Xie, Yiran Li, Hanlu Yang, Li Bai, Lei Zhang, Ze Wang
arXiv_CV
arXiv_CV
Optimization
Pose
Denoising
PDF
2020-05-14
Low-Dose CT Image Denoising Using Parallel-Clone Networks
Siqi Li, Guobao Wang
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
PDF
2020-05-11
A Survey on Patch-based Synthesis: GPU Implementation and Optimization
Hadi Abdi Khojasteh
arXiv_CV
arXiv_CV
Optimization
Survey
Detection
Object_Detection
Denoising
Summarization
Matching
PDF
2020-05-11
End-To-End Speech Synthesis Applied to Brazilian Portuguese
Edresson Casanova, Arnaldo Candido Junior, Frederico Santos de Oliveira, Christopher Shulby, João Paulo Teixeira, Moacir Antonelli Ponti, Sandra Maria Aluisio
arXiv_CL
arXiv_CL
Transfer_Learning
RNN
Speech
Pose
Action
Deep_Learning
Denoising
PDF
2020-05-09
Realizability of Planar Point Embeddings from Angle Measurements
Frederike Dümbgen, Majed El Helou, Adam Scholefield
arXiv_RO
arXiv_RO
Reconstruction
Embedding
Denoising
PDF
2020-05-09
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image Segmentation
Kevin Bui, Fredrick Park, Yifei Lou, Jack Xin
arXiv_CV
arXiv_CV
Segmentation
Pose
Denoising
PDF
2020-05-08
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results
Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Możejko, Tomasz Latkowski, Lukasz Treszczotko, Michał Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, et al. (32 additional authors not shown)
arXiv_CV
arXiv_CV
Review
Pose
Quantitative
Denoising
PDF
2020-05-07
Compressive sensing with un-trained neural networks: Gradient descent finds the smoothest approximation
Reinhard Heckel, Mahdi Soltanolkotabi
arXiv_CV
arXiv_CV
Gradient_Descent
Restoration
Optimization
Regularization
Compressive_Sensing
Denoising
CNN
PDF
2020-05-07
Encoding in the Dark Grand Challenge: An Overview
Nantheera Anantrasirichai, Fan Zhang, Alexandra Malyugina, Paul Hill, Angeliki Katsenou
arXiv_CV
arXiv_CV
Enhancement
Pose
Image_Enhancement
Denoising
PDF
2020-05-06
DenoiSeg: Joint Denoising and Segmentation
Tim-Oliver Buchholz, Mangal Prakash, Alexander Krull, Florian Jug
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Few-Shot
Denoising
PDF
2020-05-06
Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder
Guanlin Li, Shuya Ding, Jun Luo, Chang Liu
arXiv_CV
arXiv_CV
Restoration
Adversarial
Self-Supervised
Pose
Classification
Denoising
CNN
PDF
2020-05-05
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer
Chulun Zhou, Liangyu Chen, Jiachen Liu, Xinyan Xiao, Jinsong Su, Sheng Guo, Hua Wu
arXiv_CL
arXiv_CL
Unsupervised
Style_Transfer
Pose
Denoising
Attention
PDF
2020-05-04
A Comparative Study of Image Quality Assessment Models through Perceptual Optimization
Keyan Ding, Kede Ma, Shiqi Wang, Eero P. Simoncelli
arXiv_CV
arXiv_CV
Super_Resolution
Optimization
Pose
Denoising
Prediction
QA
PDF
2020-05-03
Deep Encoder-Decoder Neural Network for Fingerprint Image Denoising and Inpainting
Weiya Fan
arXiv_CV
arXiv_CV
Inpainting
Denoising
Inference
PDF
2020-05-01
Deeply Cascaded U-Net for Multi-Task Image Processing
Ilja Gubins, Remco C. Veltkamp
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Denoising
PDF
2020-04-30
Learning to Rank Intents in Voice Assistants
Raviteja Anantha, Srinivas Chappidi, William Dawoodi
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Denoising
Speech_Recognition
PDF
2020-04-30
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
Denoising
Language_Model
PDF
2020-04-28
Pyramid Attention Networks for Image Restoration
Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu, Yuqian Zhou, Ding Liu, Yun Fu, Thomas S. Huang, Honghui Shi
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Denoising
Attention
CNN
PDF
2020-04-28
Adversarial Feature Learning and Unsupervised Clustering based Speech Synthesis for Found Data with Acoustic and Textual Noise
Shan Yang, Yuxuan Wang, Lei Xie
arXiv_SD
arXiv_SD
Unsupervised
Enhancement
Recognition
Adversarial
Speech
Pose
Denoising
Attention
Speech_Recognition
PDF
2020-04-28
SCRDet++: Detecting Small, Cluttered and Rotated Objects via Instance-Level Feature Denoising and Rotation Loss Smoothing
Xue Yang, Junchi Yan, Xiaokang Yang, Jin Tang, Wenlong Liao, Tao He
arXiv_CV
arXiv_CV
Pose
Scene_Text
Detection
Object_Detection
Denoising
PDF
2020-04-27
Unsupervised Real Image Super-Resolution via Generative Variational AutoEncoder
Zhi-Song Liu, Wan-Chi Siu, Li-Wen Wang, Chu-Tak Li, Marie-Paule Cani, Yui-Lam Chan
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Pose
Deep_Learning
Denoising
CNN
PDF
2020-04-26
Identity Enhanced Residual Image Denoising
Saeed Anwar, Cong Phuoc Huynh, Fatih Porikli
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2020-04-26
Attention Prior for Real Image Restoration
Saeed Anwar, Nick Barnes, Lars Petersson
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Quantitative
Denoising
Attention
CNN
PDF
2020-04-24
A Review of an Old Dilemma: Demosaicking First, or Denoising First?
Qiyu Jin, Gabriele Facciolo, Jean-Michel Morel
arXiv_CV
arXiv_CV
Review
Pose
Action
Denoising
PDF
2020-04-23
Virtual SAR: A Synthetic Dataset for Deep Learning based Speckle Noise Reduction Algorithms
Shrey Dabhi, Kartavya Soni, Utkarsh Patel, Priyanka Sharma, Manojkumar Parmar
arXiv_CV
arXiv_CV
Restoration
Pose
Deep_Learning
Denoising
PDF
2020-04-23
SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution
Namhyuk Ahn, Jaejun Yoo, Kyung-Ah Sohn
arXiv_CV
arXiv_CV
Unsupervised
Super_Resolution
Zero-Shot
Denoising
PDF
2020-04-23
Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation
Shaobo Xia, Jingwei Song, Dong Chen, Jun Wang
arXiv_CV
arXiv_CV
Restoration
Pose
Denoising
PDF
2020-04-22
Microscopy Image Restoration using Deep Learning on W2S
Martin Chatton
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Deep_Learning
Denoising
Medical
Inference
PDF
2020-04-22
Learning an Adaptive Model for Extreme Low-light Raw Image Processing
Qingxu Fu, Xiaoguang Di, Yu Zhang
arXiv_CV
arXiv_CV
Enhancement
Pose
Image_Enhancement
Quantitative
Deep_Learning
Denoising
Prediction
PDF
2020-04-21
Unsupervised Opinion Summarization with Noising and Denoising
Reinald Kim Amplayo, Mirella Lapata
arXiv_CL
arXiv_CL
Unsupervised
Salient
Review
Deep_Learning
Denoising
Summarization
PDF
2020-04-21
AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing
Zhonghao Zhang, Yipeng Liu, Jiani Liu, Fei Wen, Ce Zhu
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Pose
Compressive_Sensing
Denoising
PDF
2020-04-21
Frequency-Weighted Robust Tensor Principal Component Analysis
Shenghan Wang, Yipeng Liu, Lanlan Feng, Ce Zhu
arXiv_CV
arXiv_CV
3D
Sparse
Pose
Denoising
PDF
2020-04-19
Deep Learning Improves Contrast in Low-Fluence Photoacoustic Imaging
Ali Hariri, Kamran Alipour, Yash Mantri, Jurgen P. Schulze, Jesse V. Jokerst
arXiv_AI
arXiv_AI
Pose
Quantitative
Deep_Learning
Denoising
CNN
PDF
2020-04-17
Complexity Analysis of an Edge Preserving CNN SAR Despeckling Algorithm
Sergio Vitale, Giampaolo Ferraioli, Vito Pascazio
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
Attention
CNN
PDF
2020-04-15
Self-Supervised training for blind multi-frame video denoising
Dewil Valéry, Arias Pablo, Facciolo Gabriele, Anger Jérémy, Davy Axel, Ehret Thibaud
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Denoising
Optical_Flow
PDF
2020-04-15
Eigendecomposition-Free Training of Deep Networks for Linear Least-Square Problems
Zheng Dang, Kwang Moo Yi, Yinlin Hu, Fei Wang, Pascal Fua, Mathieu Salzmann
arXiv_CV
arXiv_CV
3D
Optimization
Pose_Estimation
Pose
Deep_Learning
Denoising
PDF
2020-04-14
PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation
Bin Bi, Chenliang Li, Chen Wu, Ming Yan, Wei Wang
arXiv_CL
arXiv_CL
Transformer
Bert
Self-Supervised
Denoising
Summarization
Language_Model
PDF
2020-04-13
Learning from Rules Generalizing Labeled Exemplars
Abhijeet Awasthi, Sabyasachi Ghosh, Rasna Goyal, Sunita Sarawagi
arXiv_AI
arXiv_AI
Pose
Denoising
Inference
PDF
2020-04-09
Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation
Neerav Karani, Krishna Chaitanya, Ender Konukoglu
arXiv_CV
arXiv_CV
Segmentation
Pose
Denoising
Medical
CNN
PDF
2020-04-08
Deep Manifold Prior
Matheus Gadelha, Rui Wang, Subhransu Maji
arXiv_CV
arXiv_CV
Reconstruction
Gradient_Descent
Point_Cloud
3D
Face
Denoising
CNN
PDF
2020-04-08
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation
Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo
arXiv_CL
arXiv_CL
Segmentation
Transfer_Learning
Regularization
Review
Denoising
PDF
2020-04-08
Conditional Rap Lyrics Generation with Denoising Autoencoders
Nikola I. Nikolov, Eric Malmi, Curtis G. Northcutt, Loreto Parisi
arXiv_CL
arXiv_CL
Transformer
Style_Transfer
Enhancement
Bert
Pose
Denoising
PDF
2020-04-07
Self-Induced Curriculum Learning in Neural Machine Translation
Dana Ruiter, Cristina España-Bonet, Josef van Genabith
arXiv_CL
arXiv_CL
Unsupervised
Self-Supervised
Action
NMT
Denoising
PDF
2020-04-07
Plug-and-play ISTA converges with kernel denoisers
Ruturaj G. Gavaskar, Kunal N. Chaudhury
arXiv_CV
arXiv_CV
Inpainting
Restoration
Optimization
Regularization
Denoising
PDF
2020-04-06
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech Enhancement
Tsun-An Hsieh, Hsin-Min Wang, Xugang Lu, Yu Tsao
arXiv_SD
arXiv_SD
Enhancement
Restoration
RNN
Speech
Pose
Denoising
CNN
Inference
PDF
2020-04-06
Simultaneous Denoising and Dereverberation Using Deep Embedding Features
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen
arXiv_SD
arXiv_SD
Embedding
Unsupervised
RNN
Speech
Pose
Denoising
PDF
2020-04-05
Anomaly Detection and Prototype Selection Using Polyhedron Curvature
Benyamin Ghojogh, Fakhri Karray, Mark Crowley
arXiv_AI
arXiv_AI
Pose
Detection
Denoising
PDF
2020-04-03
Opportunities and Challenges in Deep Learning Methods on Electrocardiogram Data: A Systematic Review
Shenda Hong, Yuxi Zhou, Junyuan Shang, Cao Xiao, Jimeng Sun
arXiv_CV
arXiv_CV
Review
Classification
Deep_Learning
Detection
Denoising
Attention
PDF
2020-04-02
Image Denoising Using Sparsifying Transform Learning and Weighted Singular Values Minimization
Yanwei Zhao, Ping Yang, Qiu Guan, Jianwei Zheng, Wanliang Wang
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
Attention
PDF
2020-04-01
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy
Jaejun Yoo, Namhyuk Ahn, Kyung-Ah Sohn
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Classification
Relation
Denoising
PDF
2020-03-31
Depth Completion using a View Constrained Deep Prior
Pallabi Ghosh, Vibhav Vineet, Larry S. Davis, Abhinav Shrivastava, Sudipta Sinha, Neel Joshi
arXiv_CV
arXiv_CV
Inpainting
3D
Quantitative
Denoising
CNN
PDF
2020-03-31
Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes
Huanjing Yue, Cong Cao, Lei Liao, Ronghe Chu, Jingyu Yang
arXiv_CV
arXiv_CV
Knowledge
Pose
Relation
Denoising
PDF
2020-03-30
When to Use Convolutional Neural Networks for Inverse Problems
Nathaniel Chodosh, Simon Lucey
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Sparse
Deep_Learning
Denoising
CNN
PDF
2020-03-30
DHP: Differentiable Meta Pruning via HyperNetworks
Yawei Li, Shuhang Gu, Kai Zhang, Luc Van Gool, Radu Timofte
arXiv_CV
arXiv_CV
NAS
Reinforcement_Learning
Super_Resolution
Optimization
Sparse
Regularization
Pose
Classification
Denoising
Image_Classification
Inference
PDF
2020-03-30
Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging
Xin Yuan, Yang Liu, Jinli Suo, Qionghai Dai
arXiv_CV
arXiv_CV
Reconstruction
3D
Optimization
Pose
Deep_Learning
Detection
Object_Detection
Denoising
PDF
2020-03-30
Laplacian Denoising Autoencoder
Jianbo Jiao, Linchao Bao, Yunchao Wei, Shengfeng He, Honghui Shi, Rynson Lau, Thomas S. Huang
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Self-Supervised
Pose
Denoising
PDF
2020-03-28
A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising
Kaixuan Wei, Ying Fu, Jiaolong Yang, Hua Huang
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-03-27
GAN-based Priors for Quantifying Uncertainty
Dhruv V. Patel, Assad A. Oberai
arXiv_AI
arXiv_AI
Unsupervised
Inpainting
Adversarial
Face
Classification
Detection
Denoising
GAN
Image_Classification
Inference
PDF
2020-03-26
A Review of Multi-Objective Deep Learning Speech Denoising Methods
Arian Azarang, Nasser Kehtarnavaz
arXiv_SD
arXiv_SD
Review
Speech
Deep_Learning
Denoising
PDF
2020-03-25
Multiscale Sparsifying Transform Learning for Image Denoising
Ashkan Abbasi, Amirhassan Monadjemi, Leyuan Fang, Hossein Rabbani, Neda Noormohammadi
arXiv_CV
arXiv_CV
Sparse
Pose
Denoising
PDF
2020-03-25
Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising
Saeed Izadi, Ghassan Hamarneh
arXiv_CV
arXiv_CV
Unsupervised
Pose
Deep_Learning
Denoising
CNN
PDF
2020-03-24
Robust and On-the-fly Dataset Denoising for Image Classification
Jiaming Song, Lunjia Hu, Yann Dauphin, Michael Auli, Tengyu Ma
arXiv_CV
arXiv_CV
Gradient_Descent
Pose
Classification
Denoising
Image_Classification
PDF
2020-03-20
Investigating Image Applications Based on Spatial-Frequency Transform and Deep Learning Techniques
Qinkai Zheng, Han Qiu, Gerard Memmi, Isabelle Bloch
arXiv_CV
arXiv_CV
Adversarial
Pose
Deep_Learning
Denoising
PDF
2020-03-18
Event Probability Mask and Event Denoising Convolutional NeuralNetwork for Neuromorphic Cameras
R. Wes Baldwin, Mohammed Almatrafi, Vijayan Asari, Keigo Hirakawa
arXiv_CV
arXiv_CV
Denoising
CNN
PDF
2020-03-17
Burst Denoising of Dark Images
Ahmet Serdar Karadeniz, Erkut Erdem, Aykut Erdem
arXiv_CV
arXiv_CV
Enhancement
Pose
Image_Enhancement
Deep_Learning
Denoising
PDF
2020-03-17
CycleISP: Real Image Restoration via Improved Data Synthesis
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
arXiv_CV
arXiv_CV
Restoration
Pose
Denoising
CNN
Matching
PDF
2020-03-17
3D Dynamic Point Cloud Denoising via Spatial-Temporal Graph Learning
Wei Hu, Qianjiang Hu, Zehua Wang, Xiang Gao
arXiv_CV
arXiv_CV
Point_Cloud
3D
Optimization
Pose
Denoising
PDF
2020-03-16
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks
Majed El Helou, Ruofan Zhou, Sabine Süsstrunk
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Denoising
PDF
2020-03-16
Gated Texture CNN for Efficient and Configurable Image Denoising
Kaito Imai, Takamichi Miyata
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2020-03-16
A CNN-Based Blind Denoising Method for Endoscopic Images
Shaofeng Zou, Mingzhu Long, Xuyang Wang, Xiang Xie, Guolin Li, Zhihua Wang
arXiv_CV
arXiv_CV
Transfer_Learning
Enhancement
Pose
Image_Enhancement
Quantitative
Denoising
CNN
PDF
2020-03-15
Learning Enriched Features for Real Image Restoration and Enhancement
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
arXiv_CV
arXiv_CV
Surveillance
Enhancement
Super_Resolution
Restoration
Image_Enhancement
Denoising
Attention
Medical
CNN
PDF
2020-03-14
Non-Local Part-Aware Point Cloud Denoising
Chao Huang, Ruihui Li, Xianzhi Li, Chi-Wing Fu
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Face
Quantitative
Denoising
Attention
Prediction
PDF
2020-03-13
End-to-end Recurrent Denoising Autoencoder Embeddings for Speaker Identification
Esther Rituerto-González, Carmen Peláez-Moreno
arXiv_SD
arXiv_SD
Embedding
Recognition
Represenation_Learning
Speech
Pose
Emotion
Denoising
PDF
2020-03-12
W2S: A Joint Denoising and Super-Resolution Dataset
Ruofan Zhou, Majed El Helou, Daniel Sage, Thierry Laroche, Arne Seitz, Sabine Süsstrunk
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Restoration
Pose
Denoising
PDF
2020-03-12
Skeleton Based Action Recognition using a Stacked Denoising Autoencoder with Constraints of Privileged Information
Zhize Wu, Thomas Weise, Le Zou, Fei Sun, Ming Tan
arXiv_CV
arXiv_CV
Reconstruction
Recognition
3D
Pose
Action_Recognition
Action
Classification
Denoising
PDF
2020-03-10
3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising
Kaixuan Wei, Ying Fu, Hua Huang
arXiv_CV
arXiv_CV
3D
Restoration
Knowledge
Pose
Relation
Denoising
PDF
2020-03-09
Restore from Restored: Video Restoration with Pseudo Clean Video
Seunghwan Lee, Seobin Park, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim
arXiv_CV
arXiv_CV
Restoration
Self-Supervised
Pose
Denoising
CNN
Optical_Flow
PDF
2020-03-09
Restore from Restored: Single Image Denoising with Pseudo Clean Image
Seunghwan Lee, Donghyeon Cho, Jiwon Kim, Tae Hyun Kim
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Denoising
PDF
2020-03-09
Improving noise robust automatic speech recognition with single-channel time-domain enhancement network
Keisuke Kinoshita, Tsubasa Ochiai, Marc Delcroix, Tomohiro Nakatani
arXiv_SD
arXiv_SD
Enhancement
Recognition
Speech
Deep_Learning
Denoising
Speech_Recognition
PDF
2020-03-07
Diffusion State Distances: Multitemporal Analysis, Fast Algorithms, and Applications to Biological Networks
Lenore Cowen, Kapil Devkota, Xiaozhe Hu, James M. Murphy, Kaiyi Wu
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-03-06
Show, Edit and Tell: A Framework for Editing Image Captions
Fawaz Sammani, Luke Melas-Kyriazi
arXiv_CV
arXiv_CV
Image_Caption
RNN
Pose
Denoising
Attention
Caption
PDF
2020-03-05
Unsupervised Neural Universal Denoiser for Finite-Input General-Output Noisy Channel
Tae-Eon Park, Taesup Moon
arXiv_AI
arXiv_AI
Unsupervised
Denoising
PDF
2020-03-04
ADRN: Attention-based Deep Residual Network for Hyperspectral Image Denoising
Yongsen Zhao, Deming Zhai, Junjun Jiang, Xianming Liu
arXiv_CV
arXiv_CV
Pose
Quantitative
Classification
Denoising
Attention
Prediction
PDF
2020-03-03
Unsupervised Interpretable Representation Learning for Singing Voice Separation
Stylianos I. Mimilakis, Konstantinos Drossos, Gerald Schuller
arXiv_SD
arXiv_SD
Reconstruction
Unsupervised
Represenation_Learning
Denoising
PDF
2020-03-03
XGPT: Cross-modal Generative Pre-Training for Image Captioning
Qiaolin Xia, Haoyang Huang, Nan Duan, Dongdong Zhang, Lei Ji, Zhifang Sui, Edward Cui, Taroon Bharti, Ming Zhou
arXiv_CV
arXiv_CV
Image_Caption
Bert
Image_Retrieval
Pose
VQA
Denoising
Caption
Language_Model
QA
PDF
2020-03-03
Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field
Muneki Yasuda, Junpei Watanabe, Shun Kataoka, kazuyuki Tanaka
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-02-28
Detecting Patch Adversarial Attacks with Image Residuals
Marius Arvinte, Ahmed Tewfik, Sriram Vishwanath
arXiv_CV
arXiv_CV
Knowledge
Adversarial
Pose
Detection
Denoising
PDF
2020-02-27
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising
Jinglan Liu, Yukun Ding, Jinjun Xiong, Qianjun Jia, Meiping Huang, Jian Zhuang, Bike Xie, Chun-Chen Liu, Yiyu Shi
arXiv_CV
arXiv_CV
Adversarial
Pose
Denoising
PDF
2020-02-26
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization
Yoonsik Kim, Jae Woong Soh, Gu Yong Park, Nam Ik Cho
arXiv_CV
arXiv_CV
Transfer_Learning
Knowledge
Pose
Denoising
PDF
2020-02-25
Denoising IMU Gyroscopes with Deep Learning for Open-Loop Attitude Estimation
Martin Brossard (CAOR), Silvere Bonnabel, Axel Barrau (CAOR)
arXiv_RO
arXiv_RO
3D
Pose
Deep_Learning
Denoising
PDF
2020-02-24
Maximum Entropy on the Mean: A Paradigm Shift for Regularization in Image Deblurring
Gabriel Rioux, Rustum Choksi, Tim Hoheisel, Christopher Scarvelis
arXiv_CV
arXiv_CV
Regularization
Pose
Denoising
PDF
2020-02-23
Unsupervised Denoising for Satellite Imagery using Wavelet Subband CycleGAN
Joonyoung Song, Jae-Heon Jeong, Dae-Soon Park, Hyun-Ho Kim, Doo-Chun Seo, Jong Chul Ye
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
Survey
Deep_Learning
Denoising
GAN
PDF
2020-02-22
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems
Kaixuan Wei, Angelica Aviles-Rivero, Jingwei Liang, Ying Fu, Carola-Bibiane Schnlieb, Hua Huang
arXiv_CV
arXiv_CV
Reinforcement_Learning
Deep_Learning
Denoising
PDF
2020-02-21
Self-Supervised Poisson-Gaussian Denoising
Wesley Khademi, Sonia Rao, Clare Minnerath, Guy Hagen, Jonathan Ventura
arXiv_CV
arXiv_CV
Self-Supervised
Denoising
PDF
2020-02-21
Adaptive Quantile Sparse Image Prior for Inverse Imaging Problems
Franziska Schirrmacher, Thomas Köhler, Christian Riess
arXiv_CV
arXiv_CV
Restoration
Optimization
Sparse
Regularization
Pose
Denoising
PDF
2020-02-19
SD-GAN: Structural and Denoising GAN reveals facial parts under occlusion
Samik Banerjee, Sukhendu Das
arXiv_CV
arXiv_CV
Recognition
Salient
Adversarial
Pose
Face
Face_Recognition
Denoising
GAN
PDF
2020-02-18
NoiseBreaker: Gradual Image Denoising Guided by Noise Analysis
Florian Lemarchand, Erwan Nogues, Maxime Pelcat
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2020-02-15
SIP-SegNet: A Deep Convolutional Encoder-Decoder Network for Joint Semantic Segmentation and Extraction of Sclera, Iris and Pupil based on Periocular Region Suppression
Bilal Hassan, Ramsha Ahmed, Taimur Hassan, Naoufel Werghi
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Enhancement
Recognition
Pose
Image_Enhancement
Action
Deep_Learning
Denoising
CNN
PDF
2020-02-14
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation
Sunwoo Kim, Haici Yang, Minje Kim
arXiv_SD
arXiv_SD
Enhancement
Speech
Pose
Classification
Deep_Learning
Denoising
Matching
PDF
2020-02-14
Sound Event Localization based on Sound Intensity Vector Refined By DNN-Based Denoising and Source Separation
Masahiro Yasuda, Yuma Koizumi, Shoichiro Saito, Hisashi Uematsu, Keisuke Imoto
arXiv_SD
arXiv_SD
Knowledge
Pose
Detection
Denoising
PDF
2020-02-13
Replacing Mobile Camera ISP with a Single Deep Learning Model
Andrey Ignatov, Luc Van Gool, Radu Timofte
arXiv_CV
arXiv_CV
Restoration
Knowledge
Pose
Deep_Learning
Denoising
PDF
2020-02-11
Reconstructing the Noise Manifold for Image Denoising
Ioannis Marras, Grigorios G. Chrysos, Ioannis Alexiou, Gregory Slabaugh, Stefanos Zafeiriou
arXiv_CV
arXiv_CV
Super_Resolution
Adversarial
Denoising
GAN
CNN
PDF
2020-02-08
Free-breathing Cardiovascular MRI Using a Plug-and-Play Method with Learned Denoiser
Sizhuo Liu, Edward Reehorst, Philip Schniter, Rizwan Ahmad
arXiv_AI
arXiv_AI
Reconstruction
Pose
Deep_Learning
Denoising
PDF
2020-02-07
SPN-CNN: Boosting Sensor-Based Source Camera Attribution With Deep Learning
Matthias Kirchner, Cameron Johnson
arXiv_CV
arXiv_CV
Action
Deep_Learning
Denoising
PDF
2019-12-16
PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing
Ryosuke Furuta, Naoto Inoue, Toshihiko Yamasaki
arXiv_CV
arXiv_CV
Enhancement
Reinforcement_Learning
Restoration
Salient
Pose
Action
Denoising
CNN
PDF
2019-12-14
Towards Robust Toxic Content Classification
Keita Kurita, Anna Belova, Antonios Anastasopoulos
arXiv_CL
arXiv_CL
Bert
Pose
Classification
Detection
Object_Detection
Denoising
PDF
2019-12-12
Variational Coupling Revisited: Simpler Models, Theoretical Connections, and Novel Applications
Aaron Wewior, Joachim Weickert
arXiv_CV
arXiv_CV
Segmentation
Action
Detection
Object_Detection
Denoising
PDF
2019-12-11
Deep Learning-based Denoising of Mammographic Images using Physics-driven Data Augmentation
Dominik Eckert, Sulaiman Vesal, Ludwig Ritschl, Steffen Kappler, Andreas Maier
arXiv_CV
arXiv_CV
3D
Pose
Deep_Learning
Denoising
CNN
PDF
2019-12-11
DeepMeshFlow: Content Adaptive Mesh Deformation for Robust Image Registration
Nianjin Ye, Chuan Wang, Shuaicheng Liu, Lanpeng Jia, Jue Wang, Yongqing Cui
arXiv_CV
arXiv_CV
Unsupervised
Sparse
Denoising
PDF
2019-12-10
Feature Losses for Adversarial Robustness
Kirthi Shankar Sivamani
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Deep_Learning
Denoising
CNN
Image_Classification
PDF
2019-12-09
Basis Prediction Networks for Effective Burst Denoising with Large Kernels
Zhihao Xia, Federico Perazzi, Michaël Gharbi, Kalyan Sunkavalli, Ayan Chakrabarti
arXiv_CV
arXiv_CV
Deep_Learning
Denoising
Prediction
PDF
2019-12-09
CNN-based Lidar Point Cloud De-Noising in Adverse Weather
Robin Heinzler, Florian Piewak, Philipp Schindler, Wilhelm Stork
arXiv_CV
arXiv_CV
Point_Cloud
Detection
Denoising
Autonomous
PDF
2019-12-07
Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments
Krishna Giri Narra, Zhifeng Lin, Yongqin Wang, Keshav Balasubramaniam, Murali Annavaram
arXiv_CV
arXiv_CV
Denoising
GAN
Inference
PDF
2019-12-05
Revisiting Non Local Sparse Models for Image Restoration
Bruno Lecouat, Jean Ponce, Julien Mairal
arXiv_CV
arXiv_CV
Restoration
Sparse
Pose
Deep_Learning
Denoising
PDF
2019-12-05
Spatial-Frequency Domain Nonlocal Total Variation for Image Denoising
Haijuan Hu, Jacques Froment, Baoyan Wang, Xiequan Fan
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2019-12-03
Deep Learning based Switching Filter for Impulsive Noise Removal in Color Images
Krystian Radlak, Lukasz Malinski, Bogdan Smolka
arXiv_CV
arXiv_CV
Pose
Action
Classification
Deep_Learning
Detection
Object_Detection
Denoising
PDF
2019-12-03
Noise2Blur: Online Noise Extraction and Denoising
Huangxing Lin, Weihong Zeng, Xinghao Ding, Xueyang Fu, Yue Huang, John Paisley
arXiv_CV
arXiv_CV
Pose
Action
Denoising
PDF
2019-11-30
Supervised and Unsupervised End-to-End Deep Learning for Gene Ontology Classification of Neural In Situ Hybridization Images
Ido Cohen, Eli David, Nathan S. Netanyahu
arXiv_CV
arXiv_CV
Image_Caption
Unsupervised
Pose
Ontology
Classification
Deep_Learning
Denoising
CNN
PDF
2019-11-29
DIFAR: Deep Image Formation and Retouching
Sean Moran, Gregory Slabaugh
arXiv_CV
arXiv_CV
Enhancement
Pose
Image_Enhancement
Deep_Learning
Denoising
PDF
2019-11-27
Fully Unsupervised Probabilistic Noise2Void
Mangal Prakash, Manan Lalit, Pavel Tomancak, Alexander Krull, Florian Jug
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Deep_Learning
Denoising
Medical
PDF
2019-11-27
Leveraging Self-supervised Denoising for Image Segmentation
Mangal Prakash, Tim-Oliver Buchholz, Manan Lalit, Pavel Tomancak, Florian Jug, Alexander Krull
arXiv_CV
arXiv_CV
Segmentation
Self-Supervised
Pose
Deep_Learning
Detection
Denoising
Medical
PDF
2019-11-26
Noise Robust Generative Adversarial Networks
Takuhiro Kaneko, Tatsuya Harada
arXiv_CV
arXiv_CV
Adversarial
Pose
Relation
Denoising
GAN
PDF
2019-11-25
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters
Valeriya Pronina, Filippos Kokkinos, Dmitry V. Dylov, Stamatios Lefkimmiatis
arXiv_CV
arXiv_CV
Reconstruction
Restoration
Optimization
Regularization
Pose
Action
Deep_Learning
Detection
Object_Detection
Denoising
PDF
2019-11-25
ColorFool: Semantic Adversarial Colorization
Ali Shahin Shamsabadi, Ricardo Sanchez-Matilla, Andrea Cavallaro
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
Denoising
PDF
2019-11-25
Discriminative training of conditional random fields with probably submodular constraints
Maxim Berman, Matthew B. Blaschko
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
3D
Optimization
Denoising
Inference
PDF
2019-11-22
2SDR: Applying Kronecker Envelope PCA to denoise Cryo-EM Images
Szu-Chi Chung, Po-Yao Niu, Su-Yun Huang, Wei-Hau Chang, I-Ping Tu
arXiv_CV
arXiv_CV
3D
Pose
Face
Denoising
PDF
2019-11-20
Fast and Flexible Image Blind Denoising via Competition of Experts
Shunta Maeda
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2019-11-18
Multi-modal Deep Guided Filtering for Comprehensible Medical Image Processing
Bernhard Stimpel, Christopher Syben, Franziska Schirrmacher, Philipp Hoelter, Arnd Dörfler, Andreas Maier
arXiv_CV
arXiv_CV
Super_Resolution
Adversarial
Pose
Deep_Learning
Denoising
Medical
PDF
2019-11-17
Towards the Automation of Deep Image Prior
Qianwei Zhou, Chen Zhou, Haigen Hu, Yuhang Chen, Shengyong Chen, Xiaoxin Li
arXiv_CV
arXiv_CV
Unsupervised
Inpainting
Super_Resolution
Pose
Denoising
PDF
2019-11-17
Low-Weight and Learnable Image Denoising
Gregory Vaksman, Michael Elad, Peyman Milanfar
arXiv_CV
arXiv_CV
Pose
Action
Denoising
Activity
Inference
PDF
2019-11-16
N-HANS: Introducing the Augsburg Neuro-Holistic Audio-eNhancement System
Shuo Liu, Gil Keren, Björn Schuller
arXiv_SD
arXiv_SD
Enhancement
Speech
Face
Denoising
PDF
2019-11-16
3D Conditional Generative Adversarial Networks to enable large-scale seismic image enhancement
Praneet Dutta, Bruce Power, Adam Halpert, Carlos Ezequiel, Aravind Subramanian, Chanchal Chatterjee, Sindhu Hari, Kenton Prindle, Vishal Vaddina, Andrew Leach, Raj Domala, Laura Bandura, Massimo Mascaro
arXiv_CV
arXiv_CV
Enhancement
3D
Adversarial
Pose
Image_Enhancement
Face
Denoising
GAN
PDF
2019-11-12
Scientific Image Restoration Anywhere
Vibhatha Abeykoon, Zhengchun Liu, Rajkumar Kettimuthu, Geoffrey Fox, Ian Foster
arXiv_CV
arXiv_CV
Quantization
Restoration
Adversarial
Pose
Deep_Learning
Denoising
GAN
Inference
PDF
2019-11-12
Recursive Filter for Space-Variant Variance Reduction
Alexander Zamyatin
arXiv_CV
arXiv_CV
Reconstruction
Pose
Denoising
Matching
PDF
2019-11-09
Zero-Shot Paraphrase Generation with Multilingual Language Models
Yinpeng Guo, Yi Liao, Xin Jiang, Qing Zhang, Yibo Zhang, Qun Liu
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
Denoising
Attention
Language_Model
PDF
2019-11-07
A Permutation-based Model for Crowd Labeling: Optimal Estimation and Robustness
Nihar B. Shah, Sivaraman Balakrishnan, Martin J. Wainwright
arXiv_AI
arXiv_AI
Pose
Denoising
PDF
2019-11-07
Sparse Coding on Cascaded Residuals
Tong Zhang, Fatih Porikli
arXiv_CV
arXiv_CV
Image_Caption
Reconstruction
Inpainting
Sparse
Denoising
PDF
2019-10-31
Multivariate Medians for Image and Shape Analysis
Martin Welk
arXiv_CV
arXiv_CV
Denoising
PDF
2019-10-31
Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators
Reinhard Heckel, Mahdi Soltanolkotabi
arXiv_CV
arXiv_CV
Gradient_Descent
Restoration
Regularization
Pose
Compressive_Sensing
Denoising
CNN
PDF
2019-10-31
Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models
Michael Zotov, Jevgenij Gamper
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2019-10-30
Contextual Text Denoising with Masked Language Models
Yifu Sun, Haoming Jiang
arXiv_CL
arXiv_CL
Pose
Deep_Learning
Denoising
Language_Model
PDF
2019-10-30
Ordering Matters: Word Ordering Aware Unsupervised NMT
Tamali Banerjee, Rudra Murthy V, Pushpak Bhattacharyya
arXiv_CL
arXiv_CL
Unsupervised
Pose
NMT
Denoising
PDF
2019-10-30
Jointly optimal dereverberation and beamforming
Christoph Boeddeker, Tomohiro Nakatani, Keisuke Kinoshita, Reinhold Haeb-Umbach
arXiv_CL
arXiv_CL
Pose
Denoising
CNN
PDF
2019-10-29
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Bert
Denoising
Summarization
Text_Generation
PDF
2019-10-27
EdgeFool: An Adversarial Image Enhancement Filter
Ali Shahin Shamsabadi, Changjae Oh, Andrea Cavallaro
arXiv_CV
arXiv_CV
Enhancement
Sparse
Adversarial
Pose
Image_Enhancement
Denoising
CNN
PDF
2019-10-25
Noisier2Noise: Learning to Denoise from Unpaired Noisy Data
Nick Moran, Dan Schmidt, Yu Zhong, Patrick Coady
arXiv_CV
arXiv_CV
Denoising
PDF
2019-10-25
Feature Enhancement with Deep Feature Losses for Speaker Verification
Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, Paola García, Najim Dehak
arXiv_SD
arXiv_SD
Embedding
Enhancement
Speech
Pose
Deep_Learning
Denoising
PDF
2019-10-23
Learning Priors in High-frequency Domain for Inverse Imaging Reconstruction
Zhuonan He, Jinjie Zhou, Dong Liang, Yuhao Wang, Qiegen Liu
arXiv_CV
arXiv_CV
Reconstruction
Gradient_Descent
Sparse
Pose
Denoising
CNN
PDF
2019-10-23
Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images
Sergey Tarasenko, Fumihiko Takahashi
arXiv_CV
arXiv_CV
Recognition
Classification
Denoising
PDF
2019-10-23
End-to-End Multi-Task Denoising for the Joint Optimization of Perceptual Speech Metrics
Jaeyoung Kim, Mostafa El-Khamy, Jungwon Lee
arXiv_SD
arXiv_SD
Enhancement
Optimization
Speech
Pose
Denoising
PDF
2019-10-22
Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising
Tobias Alt, Joachim Weickert
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2019-10-22
Notable Site Recognition on Mobile Devices using Deep Learning with Crowd-sourced Imagery
Jimin Tan, Anastasios Noulas, Diego Sáez, Rossano Schifanella
arXiv_CV
arXiv_CV
Recognition
Classification
Deep_Learning
Denoising
Attention
PDF
2019-10-21
Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely Connected U-Net
He Tang, Xiaobing Pei, Shilong Huang, Xin Li, Chao Liu
arXiv_CV
arXiv_CV
Segmentation
Enhancement
Knowledge
Denoising
PDF
2019-10-20
KRNET: Image Denoising with Kernel Regulation Network
Peng Liu, Xiaoxiao Zhou, Junyiyang Li, El Basha Mohammad D, Ruogu Fang
arXiv_CV
arXiv_CV
Regularization
Pose
Denoising
CNN
PDF
2019-10-19
Image Restoration Using Deep Regulated Convolutional Networks
Peng Liu, Xiaoxiao Zhou, Junyi Yang, El Basha Mohammad D, Ruogu Fang
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Pose
Action
Deep_Learning
Denoising
Attention
CNN
PDF
2019-10-19
Utilising Low Complexity CNNs to Lift Non-Local Redundancies in Video Coding
Jan P. Klopp, Liang-Gee Chen, Shao-Yi Chien
arXiv_CV
arXiv_CV
Denoising
CNN
PDF
2019-10-18
Image Deconvolution with Deep Image and Kernel Priors
Zhunxuan Wang, Zipei Wang, Qiqi Li, Hakan Bilen
arXiv_CV
arXiv_CV
Inpainting
Super_Resolution
Pose
Denoising
CNN
PDF
2019-10-18
SDCNet: Smoothed Dense-Convolution Network for Restoring Low-Dose Cerebral CT Perfusion
Peng Liu, Ruogu Fang
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
Medical
CNN
PDF
2019-10-18
OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers
Florian Lemarchand, Eduardo Fernandes Montesuma, Maxime Pelcat, Erwan Nogues
arXiv_CV
arXiv_CV
Pose
Relation
Denoising
PDF
2019-10-18
Attention Mechanism Enhanced Kernel Prediction Networks for Denoising of Burst Images
Bin Zhang, Shenyao Jin, Yili Xia, Yongming Huang, Zixiang Xiong
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
Attention
Prediction
PDF
2019-10-17
Annealed Denoising Score Matching: Learning Energy-Based Models in High-Dimensional Spaces
Zengyi Li, Yubei Chen, Friedrich T. Sommer
arXiv_CV
arXiv_CV
Inpainting
Restoration
Pose
Detection
Denoising
GAN
Matching
PDF
2019-10-13
eCNN: A Block-Based and Highly-Parallel CNN Accelerator for Edge Inference
Chao-Tsung Huang, Yu-Chun Ding, Huan-Ching Wang, Chi-Wen Weng, Kai-Ping Lin, Li-Wei Wang, Li-De Chen
arXiv_CV
arXiv_CV
Style_Transfer
Recognition
Super_Resolution
Pose
Denoising
CNN
Inference
PDF
2019-10-10
DOA Estimation by DNN-based Denoising and Dereverberation from Sound Intensity Vector
Masahiro Yasuda, Yuma Koizumi, Luca Mazzon, Shoichiro Saito, Hisashi Uematsu
arXiv_SD
arXiv_SD
Pose
Denoising
PDF
2019-10-09
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion
Xin Deng, Pier Luigi Dragotti
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Restoration
Sparse
Pose
Action
Deep_Learning
Denoising
CNN
PDF
2019-10-09
SNIDER: Single Noisy Image Denoising and Rectification for Improving License Plate Recognition
Younkwan Lee, Juhyun Lee, Hoyeon Ahn, Moongu Jeon
arXiv_CV
arXiv_CV
Recognition
Optimization
Pose
Denoising
CNN
PDF
2019-10-07
DeshadowGAN: A Deep Learning Approach to Remove Shadows from Optical Coherence Tomography Images
Haris Cheong, Sripad Krishna Devalla, Tan Hung Pham, Zhang Liang, Tin Aung Tun, Xiaofei Wang, Shamira Perera, Leopold Schmetterer, Aung Tin, Craig Boote, Alexandre H.Thiery, Michael J. A. Girard
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Pose
Quantitative
Classification
Deep_Learning
Denoising
GAN
PDF
2019-10-07
Stacked Autoencoder Based Deep Random Vector Functional Link Neural Network for Classification
Rakesh Katuwal, P.N. Suganthan
arXiv_CV
arXiv_CV
Unsupervised
Pose
Action
Classification
Denoising
PDF
2019-10-07
Noise as Domain Shift: Denoising Medical Images by Unpaired Image Translation
Ilja Manakov, Markus Rohm, Christoph Kern, Benedikt Schworm, Karsten Kortuem, Volker Tresp
arXiv_CV
arXiv_CV
Quantitative
Denoising
GAN
Medical
PDF
2019-10-04
Adaptively Denoising Proposal Collection for Weakly Supervised Object Localization
Wenju Xu, Yuanwei Wu, Wenchi Ma, Guanghui Wang
arXiv_CV
arXiv_CV
Weakly_Supervised
Optimization
Pose
Classification
Detection
Denoising
PDF
2019-10-04
Face Manifold: Manifold Learning for Synthetic Face Generation
Kimia Dinashi, Ramin Toosi, Mohammad Ali Akhaee
arXiv_CV
arXiv_CV
Reconstruction
Recognition
3D
Pose
Face
Quantitative
Deep_Learning
Face_Recognition
Denoising
Medical
CNN
PDF
2019-10-02
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders
Peter J. Liu, Yu-An Chung, Jie Ren
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Denoising
Summarization
PDF
2019-09-26
Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis
Wen Liu, Zhixin Piao, Jie Min, Wenhan Luo, Lin Ma, Shenghua Gao
arXiv_AI
arXiv_AI
3D
Pose
Face
Denoising
GAN
CNN
PDF
2019-09-26
Improving the Intelligibility of Electric and Acoustic Stimulation Speech Using Fully Convolutional Networks Based Speech Enhancement
Natalie Yu-Hsien Wang, Hsiao-Lan Sharon Wang, Tao-Wei Wang, Szu-Wei Fu, Xugan Lu, Yu Tsao, Hsin-Min Wang
arXiv_AI
arXiv_AI
Enhancement
Recognition
Speech
Deep_Learning
Denoising
Attention
Speech_Recognition
CNN
PDF
2019-09-26
Multichannel Speech Enhancement by Raw Waveform-mapping using Fully Convolutional Networks
Chang-Le Liu, Szu-Wei Fu, You-Jin Lee, Yu Tsao, Jen-Wei Huang, Hsin-Min Wang
arXiv_SD
arXiv_SD
Enhancement
Speech
Pose
Deep_Learning
Denoising
Attention
CNN
PDF
2019-09-26
Overcoming Data Limitation in Medical Visual Question Answering
Binh D. Nguyen, Thanh-Toan Do, Binh X. Nguyen, Tuong Do, Erman Tjiputra, Quang D. Tran
arXiv_CV
arXiv_CV
Unsupervised
Pose
VQA
Denoising
Medical
QA
PDF
2019-09-22
Adapting Language Models for Non-Parallel Author-Stylized Rewriting
Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu N, Vasudeva Varma
arXiv_CL
arXiv_CL
Transformer
Pose
Face
Quantitative
Sentiment
Denoising
Language_Model
PDF
2019-09-22
Nonlocal Patches based Gaussian Mixture Model for Image Inpainting
Wei Wan, Jun Liu
arXiv_CV
arXiv_CV
Inpainting
Regularization
Pose
Denoising
PDF
2019-09-20
Infusing Learned Priors into Model-Based Multispectral Imaging
Jiaming Liu, Yu Sun, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Reconstruction
3D
Regularization
Pose
Relation
Denoising
PDF
2019-09-19
Block Coordinate Regularization by Denoising
Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Relation
Denoising
CNN
PDF
2019-09-18
IR-NAS: Neural Architecture Search for Image Restoration
Haokui Zhang, Ying Li, Hao Chen, Chunhua Shen
arXiv_CV
arXiv_CV
NAS
Restoration
Pose
Denoising
Attention
Inference
PDF
2019-09-14
Deep Plug-and-play Prior for Low-rank Tensor Completion
Wen-Hao Xu, Xi-Le Zhao, Tai-Xiang Jiang, Yao Wang, Michael Ng
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2019-09-12
Rethinking the CSC Model for Natural Images
Dror Simon, Michael Elad
arXiv_CV
arXiv_CV
Sparse
Denoising
CNN
PDF
2019-09-12
Numeric Solutions of Eigenvalue Problems for Generic Nonlinear Operators
Ester Hait-Fraenkel, Guy Gilboa
arXiv_CV
arXiv_CV
Pose
Denoising
PDF
2019-09-12
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework
Junfan Chen, Richong Zhang, Yongyi Mao, Hongyu Guo, Jie Xu
arXiv_CL
arXiv_CL
Pose
Action
Relation
Relation_Extraction
Denoising
PDF
2019-09-11
NODE: Extreme Low Light Raw Image Denoising using a Noise Decomposition Network
Hao Guan, Liu Liu, Sean Moran, Fenglong Song, Gregory Slabaugh
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
PDF
2019-09-10
Joint Demosaicking and Denoising by Fine-Tuning of Bursts of Raw Images
Thibaud Ehret, Axel Davy, Pablo Arias, Gabriele Facciolo
arXiv_CV
arXiv_CV
Restoration
Denoising
CNN
PDF
2019-09-05
Semantic Correlation Promoted Shape-Variant Context for Segmentation
Henghui Ding, Xudong Jiang, Bing Shuai, Ai Qun Liu, Gang Wang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Relation
Denoising
Prediction
PDF
2019-09-04
Online Regularization by Denoising with Applications to Phase Retrieval
Zihui Wu, Yu Sun, Jiaming Liu, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Regularization
Denoising
PDF
2019-09-04
Beyond Photo Realism for Domain Adaptation from Synthetic Data
Kristofer Schlachter, Connor DeFanti, Sebastian Herscher, Ken Perlin, Jonathan Tompson
arXiv_CV
arXiv_CV
Adversarial
Pose
Denoising
GAN
PDF
2019-09-03
Self-Supervised Deep Depth Denoising
Vladimiros Sterzentsenko, Leonidas Saroglou, Anargyros Chatzitofis, Spyridon Thermos, Nikolaos Zioulis, Alexandros Doumanoglou, Dimitrios Zarpalas, Petros Daras
arXiv_CV
arXiv_CV
Reconstruction
3D
Self-Supervised
Pose
Face
Quantitative
Deep_Learning
Denoising
CNN
Inference
PDF
2019-09-02
Learned Semantic Multi-Sensor Depth Map Fusion
Denys Rozumnyi, Ian Cherabier, Marc Pollefeys, Martin R. Oswald
arXiv_CV
arXiv_CV
Reconstruction
3D
Pose
Face
Denoising
PDF
2019-08-29
Variational Denoising Network: Toward Blind Noise Modeling and Removal
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
Inference
PDF
2019-08-28
Learning a Multitask Curriculum for Neural Machine Translation
Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
arXiv_CL
arXiv_CL
Optimization
NMT
Denoising
PDF
2019-08-27
Complex Deep Learning Models for Denoising of Human Heart ECG signals
Corneliu Arsene
arXiv_CV
arXiv_CV
RNN
Deep_Learning
Denoising
CNN
PDF
2019-08-19
A Blind Multiscale Spatial Regularization Framework for Kernel-based Spectral Unmixing
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez, Cédric Richard
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Action
Classification
Relation
Denoising
PDF
2019-08-18
Convolutional Neural Network with Median Layers for Denoising Salt-and-Pepper Contaminations
Luming Liang, Sen Deng, Lionel Gueguen, Mingqiang Wei, Xinming Wu, Jing Qin
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
CNN
PDF
2019-08-17
Multi-Kernel Filtering: An Extension of Bilateral Filtering Using Image Context
Feihong Liu, Jun Feng, Pew-Thian Yap, Dinggang Shen
arXiv_CV
arXiv_CV
Pose
Denoising
GAN
PDF
2019-08-14
DAPAS : Denoising Autoencoder to Prevent Adversarial attack in Semantic Segmentation
Seung Ju Cho, Tae Joon Jun, Byungsoo Oh, Daeyoung Kim
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Adversarial
Classification
Deep_Learning
Detection
Object_Detection
Denoising
Image_Classification
PDF
2019-08-11
Index Network
Hao Lu, Yutong Dai, Chunhua Shen, Songcen Xu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Image_Matting
Denoising
CNN
Prediction
PDF
2019-08-09
Bias and variance reduction and denoising for CTF Estimation
Ayelet Heimowitz, Joakim andén, Amit Singer
arXiv_CV
arXiv_CV
Denoising
PDF
2019-08-08
WhiteNNer-Blind Image Denoising via Noise Whiteness Priors
Saeed Izadi, Zahra Mirikharaji, Mengliu Zhao, Ghassan Hamarneh
arXiv_CV
arXiv_CV
3D
Regularization
Knowledge
Pose
Relation
Denoising
Medical
PDF
2019-08-08
Defending Against Adversarial Iris Examples Using Wavelet Decomposition
Sobhan Soleymani, Ali Dabouei, Jeremy Dawson, Nasser M. Nasrabadi
arXiv_CV
arXiv_CV
Reconstruction
Adversarial
Pose
Classification
Denoising
PDF
2019-08-08
Manifold Modeling in Embedded Space: A Perspective for Interpreting 'Deep Image Prior'
Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki
arXiv_CV
arXiv_CV
Embedding
Super_Resolution
Restoration
Pose
Denoising
Attention
CNN
PDF
2019-08-07
Solar image denoising with convolutional neural networks
C. J. Díaz Baso, J. de la Cruz Rodríguez, S. Danilovic
arXiv_CV
arXiv_CV
Knowledge
Pose
Detection
Denoising
CNN
PDF
2019-08-06
Maximum likelihood convolutional beamformer for simultaneous denoising and dereverberation
Tomohiro Nakatani, Keisuke Kinoshita
arXiv_SD
arXiv_SD
Optimization
Denoising
CNN
Prediction
PDF
2019-08-05
CameraNet: A Two-Stage Framework for Effective Camera ISP Learning
Zhetong Liang, Jianrui Cai, Zisheng Cao, Lei Zhang
arXiv_CV
arXiv_CV
Reconstruction
Enhancement
Restoration
Pose
Denoising
CNN
PDF
2019-08-02
Attention-guided Low-light Image Enhancement
Feifan Lv, Feng Lu
arXiv_CV
arXiv_CV
Enhancement
Pose
Image_Enhancement
Denoising
Attention
PDF
2019-08-01
Pyramid Real Image Denoising Network
Yiyun Zhao, Zhuqing Jiang, Aidong Men, Guodong Ju
arXiv_CV
arXiv_CV
Pose
Quantitative
Denoising
Attention
CNN
PDF
2019-07-31
Few-Shot Meta-Denoising
Leslie Casas, Gustavo Carneiro, Nassir Navab, Vasileios Belagiannis
arXiv_CV
arXiv_CV
Transfer_Learning
Pose
Few-Shot
Denoising
PDF
2019-07-31
Increasing Compactness Of Deep Learning Based Speech Enhancement Models With Parameter Pruning And Quantization Techniques
Jyun-Yi Wu, Cheng Yu, Szu-Wei Fu, Chih-Ting Liu, Shao-Yi Chien, Yu Tsao
arXiv_SD
arXiv_SD
Quantization
Enhancement
Speech
Pose
Deep_Learning
Denoising
PDF
2019-07-26
Correlation Distance Skip Connection Denoising Autoencoder for Speech Feature Enhancement
Alzahra Badi, Sangwook Park, David K. Han, Hanseok Ko
arXiv_SD
arXiv_SD
Enhancement
Recognition
Speech
Pose
Relation
Denoising
Speech_Recognition
PDF
2019-07-25
Summary Refinement through Denoising
Nikola I. Nikolov, Alessandro Calmanovici, Richard H.R. Hahnloser
arXiv_CL
arXiv_CL
Pose
Denoising
Summarization
PDF
2019-07-22
Feature Graph Learning for 3D Point Cloud Denoising
Wei Hu, Xiang Gao, Gene Cheung, Zongming Guo
arXiv_CV
arXiv_CV
Quantization
Enhancement
Point_Cloud
3D
Restoration
Optimization
Denoising
PDF
2019-07-19
Deep Graph-Convolutional Image Denoising
Diego Valsesia, Giulia Fracastoro, Enrico Magli
arXiv_CV
arXiv_CV
Represenation_Learning
Pose
Quantitative
Denoising
CNN
PDF
2019-07-10
Perturbation theory approach to study the latent space degeneracy of Variational Autoencoders
Helena Andrés-Terré, Pietro Lió
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Relation
Denoising
PDF
2019-07-10
A Projectional Ansatz to Reconstruction
Sören Dittmer, Peter Maass
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Denoising
PDF
2019-07-06
Multi-level Wavelet Convolutional Neural Networks
Pengju Liu, Hongzhi Zhang, Wei Lian, Wangmeng Zuo
arXiv_CV
arXiv_CV
Super_Resolution
Restoration
Sparse
Pose
Action
Classification
Denoising
CNN
PDF
2019-07-06
Regularizing linear inverse problems with convolutional neural networks
Reinhard Heckel
arXiv_CV
arXiv_CV
Regularization
Compressive_Sensing
Denoising
CNN
PDF
2019-07-05
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning
Majed El Helou, Sabine Susstrunk
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
PDF
2019-07-05
Feature-Based Image Clustering and Segmentation Using Wavelets
Junyu Chen, Eric C. Frey
arXiv_AI
arXiv_AI
Segmentation
Pose
Classification
Contour
Denoising
PDF
2019-07-02
Brno Mobile OCR Dataset
Martin Kišš, Michal Hradiš, Oldřich Kodym
arXiv_CV
arXiv_CV
Recognition
OCR
Restoration
RNN
Optical_Character
Classification
Denoising
CNN
PDF
2019-07-01
Learning to Rank Broad and Narrow Queries in E-Commerce
Siddhartha Devapujula, Sagar Arora, Sumit Borar
arXiv_CL
arXiv_CL
Embedding
Pose
Denoising
PDF
2019-07-01
FastDVDnet: Towards Real-Time Video Denoising Without Explicit Motion Estimation
Matias Tassano, Julie Delon, Thomas Veit
arXiv_CV
arXiv_CV
Pose
Denoising
CNN
PDF
2019-07-01
Self-supervised Hyperspectral Image Restoration using Separable Image Prior
Ryuji Imamura, Tatsuki Itasaka, Masahiro Okuda
arXiv_CV
arXiv_CV
Restoration
Self-Supervised
Pose
Denoising
CNN
PDF
2019-06-28
One Embedding To Do Them All
Loveperteek Singh, Shreya Singh, Sagar Arora, Sumit Borar
arXiv_CV
arXiv_CV
Embedding
Pose
Denoising
Recommendation
PDF
2019-06-26
Leveraging Text Repetitions and Denoising Autoencoders in OCR Post-correction
Kai Hakala, Aleksi Vesanto, Niko Miekka, Tapio Salakoski, Filip Ginter
arXiv_CL
arXiv_CL