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