Denoising

Denoising

• 2021-05-17 SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising    Kuan Xuan, Yongbo Wang, Yongliang Wang, Zujie Wen, Yang Dong arXiv_CL arXiv_CL  Transformer  Pose  Denoising  PDF
• 2021-05-15 Window-Level is a Strong Denoising Surrogate    Ayaan Haque, Adam Wang, Abdullah-Al-Zubaer Imran arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Deep_Learning  Denoising  Prediction  PDF
• 2021-05-15 RIDnet: Radiologist-Inspired Deep Neural Network for Low-dose CT Denoising    Kecheng Chen, Jiayu Sun, Jiang Shen, Jixiang Luo, Xinyu Zhang, Xuelin Pan, Dongsheng Wu, Yue Zhao, Miguel Bento, Yazhou Ren, Xiaorong Pu arXiv_CV arXiv_CV  Reconstruction  Pose  Deep_Learning  Denoising  CNN  PDF
• 2021-05-13 Grad-TTS: A Diffusion Probabilistic Model for Text-to-Speech    Vadim Popov, Ivan Vovk, Vladimir Gogoryan, Tasnima Sadekova, Mikhail Kudinov arXiv_CL arXiv_CL  Reconstruction  Speech  Denoising  Inference  Matching  PDF
• 2021-05-13 HINet: Half Instance Normalization Network for Image Restoration    Liangyu Chen, Xin Lu, Jie Zhang, Xiaojie Chu, Chengpeng Chen arXiv_CV arXiv_CV  Restoration  Denoising  PDF
• 2021-05-12 Spelling Correction with Denoising Transformer    Alex Kuznetsov, Hector Urdiales arXiv_AI arXiv_AI  Transformer  Denoising  PDF
• 2021-05-11 Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds    Guiyu Tian, Wenhao Jiang, Wei Liu, Yadong Mu arXiv_CV arXiv_CV  Reconstruction  Recognition  Point_Cloud  Adversarial  Pose  Classification  Denoising  Inference  PDF
• 2021-05-11 Disentangling Noise from Images: A Flow-Based Image Denoising Neural Network    Yang Liu, Saeed Anwar, Zhenyue Qin, Pan Ji, Sabrina Caldwell, Tom Gedeon arXiv_CV arXiv_CV  Pose  Denoising  CNN  PDF
• 2021-05-10 Graph Feature Gating Networks    Wei Jin, Xiaorui Liu, Yao Ma, Tyler Derr, Charu Aggarwal, Jiliang Tang arXiv_AI arXiv_AI  Embedding  Pose  Denoising  Attention  PDF
• 2021-05-08 Dirty Pixels: Towards End-to-End Image Processing and Perception    Steven Diamond, Vincent Sitzmann, Frank Julca-Aguilar, Stephen Boyd, Gordon Wetzstein, Felix Heide arXiv_CV arXiv_CV  Reconstruction  Tracking  Knowledge  Pose  Action  Classification  Detection  Object_Detection  Denoising  PDF
• 2021-05-08 Test-Time Adaptation Toward Personalized Speech Enhancement: Zero-Shot Learning with Knowledge Distillation    Sunwoo Kim, Minje Kim arXiv_SD arXiv_SD  Enhancement  Zero-Shot  Knowledge  Speech  Pose  Denoising  PDF
• 2021-05-08 Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection    Aswin Sivaraman, Minje Kim arXiv_SD arXiv_SD  Embedding  Enhancement  Zero-Shot  Sparse  Speech  Pose  Denoising  PDF
• 2021-05-07 LINN: Lifting Inspired Invertible Neural Network for Image Denoising    Jun-Jie Huang, Pier Luigi Dragotti arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2021-05-06 Real-Time Video Super-Resolution by Joint Local Inference and Global Parameter Estimation    Noam Elron, Alex Itskovich, Shahar S. Yuval, Noam Levy arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Deep_Learning  Denoising  Inference  PDF
• 2021-05-05 Towards Interpretable and Transferable Speech Emotion Recognition: Latent Representation Based Analysis of Features, Methods and Corpora    Sneha Das, Nicole Nadine Lønfeldt, Anne Katrine Pagsberg, Line H. Clemmensen arXiv_AI arXiv_AI  Embedding  Recognition  Speech  Pose  Emotion  Classification  Deep_Learning  Denoising  PDF
• 2021-05-03 Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series    Gabriel Michau, Olga Fink arXiv_SD arXiv_SD  Embedding  Unsupervised  Sparse  Knowledge  Pose  Deep_Learning  Denoising  PDF
• 2021-05-01 Blind microscopy image denoising with a deep residual and multiscale encoder/decoder network    Fabio Hernán Gil Zuluaga, Francesco Bardozzo, Jorge Iván Ríos Patiño, Roberto Tagliaferri arXiv_CV arXiv_CV  Pose  Deep_Learning  Denoising  Medical  CNN  Prediction  PDF
• 2021-04-29 Star DGT: a Robust Gabor Transform for Speech Denoising    Vasiliki Kouni, Holger Rauhut arXiv_SD arXiv_SD  Sparse  Speech  Pose  Denoising  PDF
• 2021-04-29 Complex-valued Convolutional Neural Networks for Enhanced Radar Signal Denoising and Interference Mitigation    Alexander Fuchs, Johanna Rock, Mate Toth, Paul Meissner, Franz Pernkopf arXiv_CV arXiv_CV  Pose  Detection  Denoising  CNN  Autonomous  PDF
• 2021-04-27 Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model    Qian He, Shuailin Li, Xuming He arXiv_CV arXiv_CV  Segmentation  3D  Weakly_Supervised  Pose  Denoising  GAN  Medical  Prediction  PDF
• 2021-04-27 SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer    Jicheng Li, Yang Feng, Jiao Ou arXiv_CL arXiv_CL  Unsupervised  Style_Transfer  Pose  Denoising  PDF
• 2021-04-26 AWCD: An Efficient Point Cloud Processing Approach via Wasserstein Curvature    Yihao Luo, Ailing Yang, Fupeng Sun, Huafei Sun arXiv_CV arXiv_CV  Point_Cloud  Denoising  PDF
• 2021-04-25 Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images    Xiaowe Xu, Jiawei Zhang, Jinglan Liu, Yukun Ding, Tianchen Wang, Hailong Qiu, Haiyun Yuan, Jian Zhuang, Wen Xie, Yuhao Dong, Qianjun Jia, Meiping Huang, Yiyu Shi arXiv_CV arXiv_CV  Adversarial  Pose  Denoising  PDF
• 2021-04-22 Frequency Domain Loss Function for Deep Exposure Correction of Dark Images    Ojasvi Yadav, Koustav Ghosal, Sebastian Lutz, Aljosa Smolic arXiv_CV arXiv_CV  Pose  Quantitative  Denoising  PDF
• 2021-04-21 Invertible Denoising Network: A Light Solution for Real Noise Removal    Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina Caldwell, Tom Gedeon arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2021-04-19 Beyond Joint Demosaicking and Denoising: An Image Processing Pipeline for a Pixel-bin Image Sensor    SMA Sharif, Rizwan Ali Naqvi, Mithun Biswas arXiv_CV arXiv_CV  Reconstruction  Pose  Quantitative  Denoising  Attention  PDF
• 2021-04-19 A Two-stage Deep Network for High Dynamic Range Image Reconstruction    SMA Sharif, Rizwan Ali Naqvi, Mithun Biswas, Kim Sungjun arXiv_CV arXiv_CV  Reconstruction  Enhancement  Pose  Image_Enhancement  Quantitative  Denoising  PDF
• 2021-04-18 Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection    Kecheng Chen, Kun Long, Yazhou Ren, Jiayu Sun, Xiaorong Pu arXiv_AI arXiv_AI  Optimization  Pose  Deep_Learning  Detection  Denoising  Medical  PDF
• 2021-04-18 Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation    Yuning Mao, Wenchang Ma, Deren Lei, Xiang Ren arXiv_CL arXiv_CL  Pose  Action  Denoising  Text_Generation  Language_Model  PDF
• 2021-04-17 Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose CT Denoising    Taesung Kwon, Jong Chul Ye arXiv_CV arXiv_CV  Unsupervised  Denoising  GAN  PDF
• 2021-04-16 Orthogonal Features Based EEG Signals Denoising Using Fractional and Compressed One-Dimensional CNN AutoEncoder    Subham Nagar, Ahlad Kumar arXiv_CV arXiv_CV  Pose  Action  Deep_Learning  Denoising  CNN  PDF
• 2021-04-16 Advanced Deep Networks for 3D Mitochondria Instance Segmentation    Mingxing Li, Chang Chen, Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Denoising  PDF
• 2021-04-16 Generating Bug-Fixes Using Pretrained Transformers    Dawn Drain, Chen Wu, Alexey Svyatkovskiy, Neel Sundaresan arXiv_CL arXiv_CL  Transformer  Embedding  Pose  Detection  Denoising  PDF
• 2021-04-15 Image Super-Resolution via Iterative Refinement    Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J. Fleet, Mohammad Norouzi arXiv_CV arXiv_CV  Super_Resolution  Face  Denoising  GAN  Inference  PDF
• 2021-04-14 On the Design of Deep Priors for Unsupervised Audio Restoration    Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Andreas Spanias arXiv_SD arXiv_SD  Unsupervised  Restoration  Pose  Deep_Learning  Denoising  CNN  PDF
• 2021-04-14 TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning    Kexin Wang, Nils Reimers, Iryna Gurevych arXiv_CL arXiv_CL  Transformer  Embedding  Unsupervised  Knowledge  Pose  Denoising  Language_Model  PDF
• 2021-04-13 Holistic Guidance for Occluded Person Re-Identification    Madhu Kiran, R Gnana Praveen, Le Thanh Nguyen-Meidine, Soufiane Belharbi, Louis-Antoine Blais-Morin, Eric Granger arXiv_CV arXiv_CV  Surveillance  Person_Re-identification  Pose_Estimation  Pose  Detection  Denoising  Attention  Re-identification  Matching  PDF
• 2021-04-13 Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding    Di Wu, Yiren Chen, Liang Ding, Dacheng Tao arXiv_AI arXiv_AI  Embedding  Recognition  Speech  Pose  Detection  Denoising  Speech_Recognition  Inference  PDF
• 2021-04-12 Action-Conditioned 3D Human Motion Synthesis with Transformer VAE    Mathis Petrovich, Michael J. Black, Gül Varol arXiv_CV arXiv_CV  Transformer  Recognition  3D  Pose  Action_Recognition  Action  Denoising  PDF
• 2021-04-12 UNIT-DDPM: UNpaired Image Translation with Denoising Diffusion Probabilistic Models    Hiroshi Sasaki, Chris G. Willcocks, Toby P. Breckon arXiv_CV arXiv_CV  Adversarial  Pose  Denoising  Matching  PDF
• 2021-04-08 Speech Denoising without Clean Training Data: a Noise2Noise Approach    Madhav Mahesh Kashyap, Anuj Tambwekar, Krishnamoorthy Manohara, S Natarajan arXiv_SD arXiv_SD  Speech  Pose  Deep_Learning  Denoising  PDF
• 2021-04-08 BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation    Mo Zhang, Fei Yu, Jie Zhao, Li Zhang, Quanzheng Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Enhancement  Pose  Detection  Object_Detection  Denoising  Medical  PDF
• 2021-04-08 On tuning consistent annealed sampling for denoising score matching    Joan Serrà, Santiago Pascual, Jordi Pons arXiv_AI arXiv_AI  Denoising  Matching  PDF
• 2021-04-08 3D Shape Generation and Completion through Point-Voxel Diffusion    Linqi Zhou, Yilun Du, Jiajun Wu arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Denoising  PDF
• 2021-04-07 Learning robust speech representation with an articulatory-regularized variational autoencoder    Marc-Antoine Georges, Laurent Girin, Jean-Luc Schwartz, Thomas Hueber arXiv_CL arXiv_CL  Reconstruction  Regularization  Speech  Denoising  PDF
• 2021-04-07 PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal Processing    Byung-Hoon Kim, Joonyoung Song, Jong Chul Ye, JaeHyun Baek arXiv_CV arXiv_CV  Reconstruction  Pose  Deep_Learning  Denoising  Attention  PDF
• 2021-04-07 Speckles-Training-Based Denoising Convolutional Neural Network Ghost Imaging    Yuchen He, Sihong Duan, Jianxing Li, Hui Chen, Huaibin Zheng, Jianbin Liu, Shitao Zhu, Zhuo Xu arXiv_CV arXiv_CV  Pose  Detection  Relation  Denoising  Attention  CNN  PDF
• 2021-04-06 Noise Estimation for Generative Diffusion Models    Robin San-Roman, Eliya Nachmani, Lior Wolf arXiv_CV arXiv_CV  Speech  Denoising  PDF
• 2021-04-06 Searching Efficient Model-guided Deep Network for Image Denoising    Qian Ning, Weisheng Dong, Xin Li, Jinjian Wu, Leida Li, Guangming Shi arXiv_CV arXiv_CV  NAS  Gradient_Descent  Optimization  Pose  Denoising  PDF
• 2021-04-06 Self-Supervised Learning based CT Denoising using Pseudo-CT Image Pairs    Dongkyu Won, Euijin Jung, Sion An, Philip Chikontwe, Sang Hyun Park arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  PDF
• 2021-04-05 Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification    Aswin Sivaraman, Sunwoo Kim, Minje Kim arXiv_SD arXiv_SD  Embedding  Enhancement  Speech  Self-Supervised  Pose  Denoising  PDF
• 2021-04-03 Mitigating Gradient-based Adversarial Attacks via Denoising and Compression    Rehana Mahfuz, Rajeev Sahay, Aly El Gamal arXiv_AI arXiv_AI  Adversarial  Pose  Denoising  PDF
• 2021-04-03 Diff-TTS: A Denoising Diffusion Model for Text-to-Speech    Myeonghun Jeong, Hyeongju Kim, Sung Jun Cheon, Byoung Jin Choi, Nam Soo Kim arXiv_AI arXiv_AI  Optimization  Speech  Pose  Denoising  Attention  Inference  PDF
• 2021-04-03 Removing Pixel Noises and Spatial Artifacts with Generative Diversity Denoising Methods    Mangal Prakash, Mauricio Delbracio, Peyman Milanfar, Florian Jug arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Restoration  Denoising  PDF
• 2021-04-02 Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising    Xinjie Li, Guojia Hou, Kunqian Li arXiv_CV arXiv_CV  Enhancement  Pose  Image_Enhancement  Denoising  PDF
• 2021-04-02 Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network    Jayalakshmi Mangalagiri, David Chapman, Aryya Gangopadhyay, Yaacov Yesha, Joshua Galita, Sumeet Menon, Yelena Yesha, Babak Saboury, Michael Morris, Phuong Nguyen arXiv_CV arXiv_CV  3D  Adversarial  Denoising  GAN  PDF
• 2021-04-02 Variational Deep Image Denoising    Jae Woong Soh, Nam Ik Cho arXiv_CV arXiv_CV  Pose  Denoising  CNN  PDF
• 2021-04-02 Low Dose Helical CBCT denoising by using domain filtering with deep reinforcement learning    Wooram Kang, Mayank Patwari arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Denoising  GAN  PDF
• 2021-04-01 Learning Deep Latent Subspaces for Image Denoising    Yunhao Yang, Yuhan Zheng, Yi Wang, Chandrajit Bajaj arXiv_CV arXiv_CV  Unsupervised  Deep_Learning  Denoising  PDF
• 2021-03-31 Video Exploration via Video-Specific Autoencoders    Kevin Wang, Deva Ramanan, Aayush Bansal arXiv_CV arXiv_CV  Super_Resolution  Knowledge  Pose  Quantitative  Denoising  PDF
• 2021-03-30 Denoise and Contrast for Category Agnostic Shape Completion    Antonio Alliegro, Diego Valsesia, Giulia Fracastoro, Enrico Magli, Tatiana Tommasi arXiv_CV arXiv_CV  Embedding  Point_Cloud  3D  Adversarial  Contrastive_Learning  Quantitative  Classification  Deep_Learning  Denoising  Attention  PDF
• 2021-03-30 Two-Stage Monte Carlo Denoising with Adaptive Sampling and Kernel Pool    Tiange Xiang, Hongliang Yuan, Haozhi Huang, Yujin Shi arXiv_CV arXiv_CV  Denoising  Prediction  PDF
• 2021-03-29 In-Place Scene Labelling and Understanding with Implicit Scene Representation    Shuaifeng Zhi, Tristan Laidlow, Stefan Leutenegger, Andrew J. Davison arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Sparse  Self-Supervised  Denoising  PDF
• 2021-03-27 Representation, Analysis of Bayesian Refinement Approximation Network: A Survey    Ningbo Zhu, Fei Yang arXiv_CV arXiv_CV  Survey  Action  Deep_Learning  Denoising  PDF
• 2021-03-26 Training a Better Loss Function for Image Restoration    Aamir Mustafa, Aliaksei Mikhailiuk, Dan Andrei Iliescu, Varun Babbar, Rafal K. Mantiuk arXiv_CV arXiv_CV  Super_Resolution  Restoration  Regularization  Pose  Denoising  PDF
• 2021-03-26 Multimodal Knowledge Expansion    Zihui Xue, Sucheng Ren, Zhengqi Gao, Hang Zhao arXiv_CV arXiv_CV  Knowledge  Pose  Denoising  PDF
• 2021-03-25 Deep Learning with robustness to missing data: A novel approach to the detection of COVID-19    Erdi Çallı, Keelin Murphy, Steef Kurstjens, Tijs Samson, Robert Herpers, Henk Smits, Matthieu Rutten, Bram van Ginneken arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Denoising  Medical  PDF
• 2021-03-25 Patch Craft: Video Denoising by Deep Modeling and Patch Matching    Gregory Vaksman, Michael Elad, Peyman Milanfar arXiv_CV arXiv_CV  Pose  Relation  Denoising  CNN  Matching  PDF
• 2021-03-25 Weakly-supervised Audio-visual Sound Source Detection and Separation    Tanzila Rahman, Leonid Sigal arXiv_CV arXiv_CV  Segmentation  Pose  Detection  Denoising  Prediction  PDF
• 2021-03-25 JDSR-GAN: Constructing A Joint and Collaborative Learning Network for Masked Face Super-Resolution    Guangwei Gao, Lei Tang, Yi Yu, Fei Wu, Huimin Lu, Jian Yang arXiv_CV arXiv_CV  Surveillance  Super_Resolution  Pose  Face  Quantitative  Denoising  Attention  GAN  PDF
• 2021-03-25 Task-Oriented Low-Dose CT Image Denoising    Jiajin Zhang, Hanqing Chao, Xuanang Xu, Chuang Niu, Ge Wang, Pingkun Yan arXiv_CV arXiv_CV  Enhancement  Knowledge  Deep_Learning  Denoising  Medical  PDF
• 2021-03-24 MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising    Zexin Lu, Wenjun Xia, Yongqiang Huang, Hongming Shan, Hu Chen, Jiliu Zhou, Yi Zhang arXiv_CV arXiv_CV  NAS  Pose  Denoising  CNN  PDF
• 2021-03-18 Pseudo-ISP: Learning Pseudo In-camera Signal Processing Pipeline from A Color Image Denoiser    Yue Cao, Xiaohe Wu, Shuran Qi, Xiao Liu, Zhongqin Wu, Wangmeng Zuo arXiv_CV arXiv_CV  Denoising  PDF
• 2021-03-18 TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain    Kai Wang, Bengbeng He, Wei-Ping Zhu arXiv_SD arXiv_SD  Transformer  Enhancement  Speech  Pose  Denoising  PDF
• 2021-03-15 A LiDAR-Guided Framework for Video Enhancement    Yu Feng, Patrick Hansen, Paul N. Whatmough, Guoyu Lu, Yuhao Zhu arXiv_CV arXiv_CV  Reconstruction  Enhancement  Point_Cloud  Denoising  Autonomous  PDF
• 2021-03-12 Hyperspectral Image Denoising and Anomaly Detection Based on Low-rank and Sparse Representations    Lina Zhuang, Lianru Gao, Bing Zhang, Xiyou Fu, Jose M. Bioucas-Dias arXiv_CV arXiv_CV  Sparse  Pose  Detection  Denoising  PDF
• 2021-03-12 UIEC^2-Net: CNN-based Underwater Image Enhancement Using Two Color Space    Yudong Wang, Jichang Guo, Huan Gao, Huihui Yue arXiv_CV arXiv_CV  Enhancement  Knowledge  Pose  Image_Enhancement  Deep_Learning  Denoising  Attention  CNN  PDF
• 2021-03-12 iToF2dToF: A Robust and Flexible Representation for Data-Driven Time-of-Flight Imaging    Felipe Gutierrez-Barragan, Huaijin Chen, Mohit Gupta, Andreas Velten, Jinwei Gu arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2021-03-11 Learning Feature Weights using Reward Modeling for Denoising Parallel Corpora    Gaurav Kumar, Philipp Koehn, Sanjeev Khudanpur arXiv_CL arXiv_CL  NMT  Denoising  Language_Model  PDF
• 2021-03-11 Fast Hyperspectral Image Denoising and Inpainting Based on Low-Rank and Sparse Representations    Lina Zhuang, Jose M. Bioucas-Dias arXiv_CV arXiv_CV  Inpainting  Restoration  Sparse  Denoising  PDF
• 2021-03-11 An unsupervised deep learning framework for medical image denoising    Swati Rai, Jignesh S. Bhatt, S. K. Patra arXiv_CV arXiv_CV  Unsupervised  3D  Sparse  Pose  Deep_Learning  Denoising  Medical  PDF
• 2021-03-10 Unified Pre-training for Program Understanding and Generation    Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang arXiv_CL arXiv_CL  Detection  Denoising  Summarization  PDF
• 2021-03-10 Time-Ordered Recent Event Volumes for Event Cameras    R. Wes Baldwin, Ruixu Liu, Mohammed Almatrafi, Vijayan Asari, Keigo Hirakawa arXiv_CV arXiv_CV  Reconstruction  Sparse  Pose_Estimation  Pose  Classification  Denoising  PDF
• 2021-03-10 COLA-Net: Collaborative Attention Network for Image Restoration    Chong Mou, Jian Zhang, Xiaopeng Fan, Hangfan Liu, Ronggang Wang arXiv_CV arXiv_CV  3D  Restoration  Pose  Denoising  Attention  PDF
• 2021-03-08 Bayesian imaging using Plug & Play priors: when Langevin meets Tweedie    Rémi Laumont, Valentin de Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra arXiv_CV arXiv_CV  Gradient_Descent  Inpainting  Knowledge  Pose  Quantitative  Denoising  Attention  Inference  PDF
• 2021-03-07 HTMD-Net: A Hybrid Masking-Denoising Approach to Time-Domain Monaural Singing Voice Separation    Christos Garoufis, Athanasia Zlatintsi, Petros Maragos arXiv_SD arXiv_SD  Pose  Deep_Learning  Denoising  Attention  PDF
• 2021-03-07 Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy    Varun Mannam, Yide Zhang, Xiaotong Yuan, Takashi Hato, Pierre C. Dagher, Evan L. Nichols, Cody J. Smith, Kenneth W. Dunn, Scott Howard arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Deep_Learning  Detection  Denoising  Medical  CNN  PDF
• 2021-03-06 High Perceptual Quality Image Denoising with a Posterior Sampling CGAN    Guy Ohayon, Theo Adrai, Gregory Vaksman, Michael Elad, Peyman Milanfar arXiv_CV arXiv_CV  Regularization  Adversarial  Pose  Deep_Learning  Denoising  GAN  PDF
• 2021-03-04 Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising    Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj arXiv_CV arXiv_CV  Restoration  Pose  Action  Quantitative  Denoising  GAN  CNN  PDF
• 2021-03-04 BM3D vs 2-Layer ONN    Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj arXiv_AI arXiv_AI  3D  Pose  Denoising  GAN  PDF
• 2021-03-04 Mask DnGAN: Multi-Stage Raw Video Denoising with Adversarial Loss and Gradient Mask    Avinash Paliwal, Libing Zeng, Nima Khademi Kalantari arXiv_CV arXiv_CV  Adversarial  Pose  Denoising  GAN  CNN  PDF
• 2021-03-03 DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization    Javier Hernandez, Daniel McDuff, Ognjen (Oggi) Rudovic, Alberto Fung, Mary Czerwinski arXiv_AI arXiv_AI  Image_Caption  Recognition  Self-Supervised  Face  Action_Recognition  Action  Denoising  Caption  PDF
• 2021-03-02 Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior    Mario González, Andrés Almansa, Pauline Tan arXiv_CV arXiv_CV  Optimization  Pose  Denoising  PDF
• 2021-03-02 Efficient Deep Image Denoising via Class Specific Convolution    Lu Xu, Jiawei Zhang, Xuanye Cheng, Feng Zhang, Xing Wei, Jimmy Ren arXiv_CV arXiv_CV  Pose  Quantitative  Classification  Denoising  PDF
• 2021-03-02 Feature-Align Network and Knowledge Distillation for Efficient Denoising    Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra arXiv_CV arXiv_CV  Restoration  Knowledge  Pose  Deep_Learning  Denoising  PDF
• 2021-03-01 Latent linear dynamics in spatiotemporal medical data    Niklas Gunnarsson, Jens Sjölund, Thomas B. Schön arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Knowledge  Relation  Denoising  Medical  PDF
• 2021-03-01 Self-supervised Low Light Image Enhancement and Denoising    Yu Zhang, Xiaoguang Di, Bin Zhang, Qingyan Li, Shiyu Yan, Chunhui Wang arXiv_CV arXiv_CV  Enhancement  Self-Supervised  Pose  Image_Enhancement  Quantitative  Deep_Learning  Denoising  PDF
• 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
• 2019-11-1