Denoising

Denoising

• 2022-05-25 Online Deep Equilibrium Learning for Regularization by Denoising    Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov arXiv_CV arXiv_CV  Regularization  Pose  Denoising  PDF
• 2022-05-25 Accelerating Diffusion Models via Early Stop of the Diffusion Process    Zhaoyang Lyu, Xudong XU, Ceyuan Yang, Dahua Lin, Bo Dai arXiv_CV arXiv_CV  Pose  Denoising  GAN  Inference  PDF
• 2022-05-25 Fine-grained Contrastive Learning for Relation Extraction    William Hogan, Jiacheng Li, Jingbo Shang arXiv_CL arXiv_CL  Pose  Contrastive_Learning  Action  Relation  Relation_Extraction  Denoising  Language_Model  PDF
• 2022-05-24 Thunder: Thumbnail based Fast Lightweight Image Denoising Network    Yifeng Zhou, Xing Xu, Shuaicheng Liu, Guoqing Wang, Huimin Lu, Heng Tao Shen arXiv_CV arXiv_CV  Restoration  Pose  Relation  Denoising  Inference  PDF
• 2022-05-23 Flexible Diffusion Modeling of Long Videos    William Harvey, Saeid Naderiparizi, Vaden Masrani, Christian Weilbach, Frank Wood arXiv_CV arXiv_CV  Sparse  Pose  Denoising  PDF
• 2022-05-23 Decoder Denoising Pretraining for Semantic Segmentation    Emmanuel Brempong Asiedu, Simon Kornblith, Ting Chen, Niki Parmar, Matthias Minderer, Mohammad Norouzi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Denoising  PDF
• 2022-05-23 Denoising-based image reconstruction from pixels located at non-integer positions    Ján Koloda, Jürgen Seiler, André Kaup arXiv_CV arXiv_CV  Reconstruction  Pose  Denoising  GAN  PDF
• 2022-05-23 A Coupling Enhancement Algorithm for ZrO2 Ceramic Bearing Ball Surface Defect Detection Based on Cartoon-texture Decomposition Model and Multi-Scale Filtering Method    Wei Wang, Xin Zhang, Jiaqi Yi, Xianqi Liao, Wenjie Li, Zhenhong Li arXiv_CV arXiv_CV  Enhancement  Pose  Face  Detection  Denoising  PDF
• 2022-05-22 AutoJoin: Efficient Adversarial Training for Robust Maneuvering via Denoising Autoencoder and Joint Learning    Michael Villarreal, Bibek Poudel, Ryan Wickman, Yu Shen, Weizi Li arXiv_CV arXiv_CV  Adversarial  Pose  Denoising  Autonomous  PDF
• 2022-05-22 Multi-Agent Feedback Enabled Neural Networks for Intelligent Communications    Fanglei Sun, Yang Li, Ying Wen, Jingchen Hu, Jun Wang, Yang Yang, Kai Li arXiv_AI arXiv_AI  Enhancement  Pose  Action  Deep_Learning  Denoising  Attention  PDF
• 2022-05-20 Self-supervised deep learning MRI reconstruction with Noisier2Noise    Charles Millard, Mark Chiew arXiv_AI arXiv_AI  Reconstruction  Self-Supervised  Pose  Deep_Learning  Denoising  Attention  PDF
• 2022-05-20 Reliability-based Mesh-to-Grid Image Reconstruction    Ján Koloda, Jürgen Seiler, André Kaup arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Pose  Denoising  PDF
• 2022-05-20 Planning with Diffusion for Flexible Behavior Synthesis    Michael Janner, Yilun Du, Joshua B. Tenenbaum, Sergey Levine arXiv_AI arXiv_AI  Inpainting  Reinforcement_Learning  Optimization  Pose  Denoising  PDF
• 2022-05-19 Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation    Vikram Voleti, Alexia Jolicoeur-Martineau, Christopher Pal arXiv_AI arXiv_AI  Video_Prediction  Pose  Denoising  CNN  Prediction  PDF
• 2022-05-19 Masked Image Modeling with Denoising Contrast    Kun Yi, Yixiao Ge, Xiaotong Li, Shusheng Yang, Dian Li, Jianping Wu, Ying Shan, Xiaohu Qie arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Represenation_Learning  Self-Supervised  Contrastive_Learning  Classification  Detection  Object_Detection  Denoising  Image_Classification  Prediction  PDF
• 2022-05-18 Exploiting Social Media Content for Self-Supervised Style Transfer    Dana Ruiter, Thomas Kleinbauer, Cristina España-Bonet, Josef van Genabith, Dietrich Klakow arXiv_CL arXiv_CL  Unsupervised  Style_Transfer  Self-Supervised  NMT  Denoising  PDF
• 2022-05-18 Evaluation of Transfer Learning for Polish with a Text-to-Text Model    Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak arXiv_CL arXiv_CL  Unsupervised  Transfer_Learning  Pose  Denoising  Summarization  PDF
• 2022-05-17 A Framework for CSI-Based Indoor Localization with 1D Convolutional Neural Networks    Liping Wang, Sudeep Pasricha arXiv_AI arXiv_AI  Pose  Denoising  CNN  PDF
• 2022-05-16 TOCH: Spatio-Temporal Object Correspondence to Hand for Motion Refinement    Keyang Zhou, Bharat Bhatnagar, Jan Eric Lenssen, Gerard Pons-Moll arXiv_CV arXiv_CV  Reconstruction  3D  Action  Quantitative  Denoising  PDF
• 2022-05-14 Dense residual Transformer for image denoising    Chao Yao, Shuo Jin, Meiqin Liu, Xiaojuan Ban arXiv_CV arXiv_CV  Transformer  Reconstruction  Enhancement  Pose  Image_Enhancement  Action  Deep_Learning  Denoising  Image_Compression  CNN  PDF
• 2022-05-11 CSI-based Indoor Localization via Attention-Augmented Residual Convolutional Neural Network    Bowen Zhang, Houssem Sifaou, Geoffrey Ye Li arXiv_AI arXiv_AI  Tracking  Pose  Deep_Learning  Denoising  Attention  CNN  PDF
• 2022-05-11 Simple Contrastive Graph Clustering    Yue Liu, Xihong Yang, Sihang Zhou, Xinwang Liu arXiv_AI arXiv_AI  Embedding  Pose  Contrastive_Learning  Denoising  Attention  CNN  PDF
• 2022-05-10 Self-supervised regression learning using domain knowledge: Applications to improving self-supervised denoising in imaging    Il Yong Chun, Dongwon Park, Xuehang Zheng, Se Young Chun, Yong Long arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Denoising  PDF
• 2022-05-10 Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network    Dasong Li, Yi Zhang, Ka Lung Law, Xiaogang Wang, Hongwei Qin, Hongsheng Li arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2022-05-08 Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization    Ngan Nguyen, Feng Liang, Dominik Engel, Ciril Bohak, Peter Wonka, Timo Ropinski, Ivan Viola arXiv_CV arXiv_CV  Reconstruction  Optimization  Pose  Detection  Object_Detection  Denoising  PDF
• 2022-05-07 Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement    Bing Li, Jiaxin Chen, Dongming Zhang, Xiuguo Bao, Di Huang arXiv_CV arXiv_CV  Enhancement  Recognition  Sparse  Represenation_Learning  Pose  Action_Recognition  Action  Denoising  Attention  PDF
• 2022-05-07 Unsupervised Deep Unrolled Reconstruction Using Regularization by Denoising    Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Liang Dong, Leslie Ying arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Optimization  Regularization  Pose  Deep_Learning  Denoising  PDF
• 2022-05-06 Comparative Analysis of Non-Blind Deblurring Methods for Noisy Blurred Images    Poorna Banerjee Dasgupta arXiv_CV arXiv_CV  Denoising  PDF
• 2022-05-05 BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog    Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He arXiv_CL arXiv_CL  Reconstruction  Zero-Shot  Pose  Face  Denoising  PDF
• 2022-05-05 Assistive Recipe Editing through Critiquing    Diego Antognini, Shuyang Li, Boi Faltings, Julian McAuley arXiv_CL arXiv_CL  Unsupervised  Relation  Denoising  Language_Model  PDF
• 2022-05-04 Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer    Sharan Narasimhan, Suvodip Dey, Maunendra Sankar Desarkar arXiv_CL arXiv_CL  Embedding  Unsupervised  Style_Transfer  Zero-Shot  Knowledge  Adversarial  Action  Denoising  GAN  PDF
• 2022-05-04 Joint Image Compression and Denoising via Latent-Space Scalability    Saeed Ranjbar Alvar, Mateen Ulhaq, Hyomin Choi, Ivan V. Bajić arXiv_CV arXiv_CV  Pose  Denoising  GAN  Image_Compression  PDF
• 2022-05-03 Subspace Diffusion Generative Models    Bowen Jing, Gabriele Corso, Renato Berlinghieri, Tommi Jaakkola arXiv_CV arXiv_CV  Denoising  Inference  PDF
• 2022-05-03 RU-Net: Regularized Unrolling Network for Scene Graph Generation    Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao arXiv_CV arXiv_CV  Enhancement  Regularization  Pose  Relation  Denoising  Prediction  PDF
• 2022-05-02 Unsupervised Denoising of Optical Coherence Tomography Images with Dual_Merged CycleWGAN    Jie Du, Xujian Yang, Kecheng Jin, Xuanzheng Qi, Hu Chen arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Face  Denoising  GAN  CNN  PDF
• 2022-04-30 Coarse-to-Fine Video Denoising with Dual-Stage Spatial-Channel Transformer    Wulian Yun, Mengshi Qi, Chuanming Wang, Huiyuan Fu, Huadong Ma arXiv_CV arXiv_CV  Transformer  Pose  Action  Denoising  CNN  PDF
• 2022-04-29 Adversarial Distortion Learning for Medical Image Denoising    Morteza Ghahremani, Mohammad Khateri, Alejandra Sierra, Jussi Tohka arXiv_CV arXiv_CV  3D  Adversarial  Pose  Denoising  Medical  PDF
• 2022-04-29 Learned Gradient of a Regularizer for Plug-and-Play Gradient Descent    Rita Fermanian, Mikael Le Pendu, Christine Guillemot arXiv_CV arXiv_CV  Gradient_Descent  Restoration  Optimization  Regularization  Knowledge  Denoising  PDF
• 2022-04-29 Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation    Juncheng Li, Hanhui Yang, Qiaosi Yi, Faming Fang, Guangwei Gao, Tieyong Zeng, Guixu Zhang arXiv_CV arXiv_CV  Reconstruction  Knowledge  Pose  Deep_Learning  Denoising  PDF
• 2022-04-28 RoBLEURT Submission for the WMT2021 Metrics Task    Yu Wan, Dayiheng Liu, Baosong Yang, Tianchi Bi, Haibo Zhang, Boxing Chen, Weihua Luo, Derek F. Wong, Lidia S. Chao arXiv_CL arXiv_CL  Relation  Denoising  PDF
• 2022-04-27 Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising    Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Denoising  PDF
• 2022-04-27 A Multi-Head Convolutional Neural Network With Multi-path Attention improves Image Denoising    Jiahong Zhang, Meijun Qu, Ye Wang, Lihong Cao arXiv_CV arXiv_CV  Pose  Denoising  Attention  CNN  PDF
• 2022-04-25 Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing    Haoyue Cheng, Zhaoyang Liu, Hang Zhou, Chen Qian, Wayne Wu, Limin Wang arXiv_CV arXiv_CV  Pose  Relation  Denoising  PDF
• 2022-04-25 Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising?    Valéry Dewil, Aranud Barral, Gabriele Facciolo, Pablo Arias arXiv_CV arXiv_CV  Self-Supervised  Pose  Quantitative  Denoising  PDF
• 2022-04-24 Improved far-field speech recognition using Joint Variational Autoencoder    Shashi Kumar, Shakti P. Rath, Abhishek Pandey arXiv_CL arXiv_CL  Enhancement  Recognition  Speech  Pose  Denoising  Speech_Recognition  PDF
• 2022-04-23 Gabor is Enough: Interpretable Deep Denoising with a Gabor Synthesis Dictionary Prior    Nikola Janjušević, Amirhossein Khalilian-Gourtani, Yao Wang arXiv_CV arXiv_CV  Sparse  Pose  Action  Denoising  CNN  Inference  PDF
• 2022-04-21 Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach    Dihan Zheng, Xiaowen Zhang, Kaisheng Ma, Chenglong Bao arXiv_CV arXiv_CV  Super_Resolution  Restoration  Pose  Relation  Denoising  Inference  PDF
• 2022-04-21 A Mask-Based Adversarial Defense Scheme    Weizhen Xu, Chenyi Zhang, Fangzhen Zhao, Liangda Fang arXiv_AI arXiv_AI  Adversarial  Pose  Classification  Denoising  PDF
• 2022-04-21 FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis    Rongjie Huang, Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, Zhou Zhao arXiv_SD arXiv_SD  Speech  Pose  Denoising  PDF
• 2022-04-21 Denoising of Three-Dimensional Fast Spin Echo Magnetic Resonance Images of Knee Joints using Spatial-Variant Noise-Relevant Residual Learning of Convolution Neural Network    Shutian Zhao (1), Donal G. Cahill (1), Siyue Li (1), Fan Xiao (1), Thierry Blu (2), James F Griffith (1), Weitian Chen (1) ((1) Department of Imaging and Interventional Radiology, the Chinese University of Hong Kong, (2) Department of Electrical Engineering, the Chinese University of Hong Kong) arXiv_CV arXiv_CV  3D  Pose  Denoising  CNN  PDF
• 2022-04-21 Parametric Level-sets Enhanced To Improve Reconstruction    Ege Ozsar, Misha Kilmer, Eric Miller, Eric de Sturler, Arvind Saibaba arXiv_CV arXiv_CV  Reconstruction  3D  Restoration  Optimization  Sparse  Pose  Denoising  PDF
• 2022-04-20 Self-supervised Learning for Sonar Image Classification    Alan Preciado-Grijalva, Bilal Wehbe, Miguel Bande Firvida, Matias Valdenegro-Toro arXiv_CV arXiv_CV  Image_Caption  Transfer_Learning  Self-Supervised  Classification  Few-Shot  Denoising  Image_Classification  PDF
• 2022-04-19 Learning Enriched Features for Fast 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  CNN  Autonomous  PDF
• 2022-04-19 Shallow camera pipeline for night photography rendering    Simone Zini, Claudio Rota, Marco Buzzelli, Simone Bianco, Raimondo Schettini arXiv_CV arXiv_CV  Denoising  CNN  PDF
• 2022-04-19 A qualitative investigation of optical flow algorithms for video denoising    Hannes Fassold arXiv_CV arXiv_CV  Restoration  Deep_Learning  Denoising  Optical_Flow  PDF
• 2022-04-19 Dynamic Point Cloud Denoising via Gradient Fields    Qianjiang Hu, Wei Hu arXiv_CV arXiv_CV  Surveillance  Reconstruction  Point_Cloud  3D  Pose  Face  Denoising  Autonomous  PDF
• 2022-04-17 Fast Multi-grid Methods for Minimizing Curvature Energy    Zhenwei Zhang, Ke Chen, Yuping Duan arXiv_CV arXiv_CV  Reconstruction  Restoration  Regularization  Pose  Denoising  PDF
• 2022-04-14 HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package    Daniel Coquelin, Behnood Rasti, Markus Götz, Pedram Ghamisi, Richard Gloaguen, Achim Streit arXiv_CV arXiv_CV  Pose  Face  Deep_Learning  Denoising  Drone  PDF
• 2022-04-13 METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals    Payal Bajaj, Chenyan Xiong, Guolin Ke, Xiaodong Liu, Di He, Saurabh Tiwary, Tie-Yan Liu, Paul Bennett, Xia Song, Jianfeng Gao arXiv_CL arXiv_CL  Pose  Denoising  Language_Model  PDF
• 2022-04-13 BEHM-GAN: Bandwidth Extension of Historical Music using Generative Adversarial Networks    Eloi Moliner, Vesa Välimäki arXiv_SD arXiv_SD  Restoration  Regularization  Adversarial  Pose  Denoising  GAN  PDF
• 2022-04-12 VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration    Haohe Liu, Xubo Liu, Qiuqiang Kong, Qiao Tian, Yan Zhao, DeLiang Wang arXiv_SD arXiv_SD  Restoration  Speech  Denoising  PDF
• 2022-04-12 Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones    Junyi Li, Xiaohe Wu, Zhenxin Niu, Wangmeng Zuo arXiv_CV arXiv_CV  Restoration  RNN  Denoising  PDF
• 2022-04-11 On the Generalization of BasicVSR++ to Video Deblurring and Denoising    Kelvin C.K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy arXiv_CV arXiv_CV  Transformer  Super_Resolution  Restoration  Pose  Denoising  PDF
• 2022-04-11 Neglectable effect of brain MRI data prepreprocessing for tumor segmentation    Ekaterina Kondrateva, Polina Druzhinina, Alexandra Dalechina, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov arXiv_CV arXiv_CV  Segmentation  Denoising  PDF
• 2022-04-11 SUMD: Super U-shaped Matrix Decomposition Convolutional neural network for Image denoising    QiFan Li arXiv_CV arXiv_CV  Transformer  Restoration  Pose  Denoising  CNN  PDF
• 2022-04-10 Simple Baselines for Image Restoration    Liangyu Chen, Xiaojie Chu, Xiangyu Zhang, Jian Sun arXiv_CV arXiv_CV  Restoration  Pose  Denoising  PDF
• 2022-04-10 NAN: Noise-Aware NeRFs for Burst-Denoising    Naama Pearl, Tali Treibitz, Simon Korman arXiv_CV arXiv_CV  Denoising  PDF
• 2022-04-10 Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data    Yu Kang, Tianqiao Liu, Hang Li, Yang Hao, Wenbiao Ding arXiv_SD arXiv_SD  Transformer  Embedding  Speech  Self-Supervised  Pose  Denoising  PDF
• 2022-04-09 Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback    Yunfan Hu, Zhaopeng Qiu, Xian Wu arXiv_CL arXiv_CL  Pose  Denoising  Recommendation  PDF
• 2022-04-08 Dancing under the stars: video denoising in starlight    Kristina Monakhova, Stephan R. Richter, Laura Waller, Vladlen Koltun arXiv_CV arXiv_CV  Denoising  GAN  PDF
• 2022-04-08 Underwater Image Enhancement Using Pre-trained Transformer    Abderrahmene Boudiaf, Yuhang Guo, Adarsh Ghimire, Naoufel Werghi, Giulia De Masi, Sajid Javed, Jorge Dias arXiv_CV arXiv_CV  Transformer  Enhancement  Restoration  Image_Enhancement  Denoising  PDF
• 2022-04-07 Total Variation Optimization Layers for Computer Vision    Raymond A. Yeh, Yuan-Ting Hu, Zhongzheng Ren, Alexander G. Schwing arXiv_CV arXiv_CV  Edge_Detection  Weakly_Supervised  Optimization  Pose  Classification  Detection  Denoising  Image_Classification  PDF
• 2022-04-07 Low-Dose CT Denoising via Sinogram Inner-Structure Transformer    Liutao Yang, Zhongnian, Li, Rongjun, Ge, Junyong, Zhao, Haipeng, Si, Daoqiang Zhang arXiv_CV arXiv_CV  Transformer  Reconstruction  Pose  Relation  Denoising  Attention  Medical  PDF
• 2022-04-06 Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization    Brydon Parker, Alik Sokolov, Mahtab Ahmed, Matt Kalebic, Sedef Akinli Kocak, Ofer Shai arXiv_CL arXiv_CL  Knowledge  Denoising  Summarization  Medical  PDF
• 2022-04-06 Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training    Yuanhao Cai, Xiaowan Hu, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Donglai Wei arXiv_CV arXiv_CV  Adversarial  Pose  Quantitative  Deep_Learning  Denoising  GAN  PDF
• 2022-04-06 Spectral Denoising for Microphone Classification    L. Cuccovillo (1), A. Giganti (2), P. Bestagini (2), P. Aichroth (1), S. Tubaro (2) ((1) Fraunhofer IDMT, Ilmenau, Germany, (2) Politecnico di Milano, Milano, Italy) arXiv_SD arXiv_SD  Pose  Classification  Denoising  PDF
• 2022-04-06 Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments    Jean-Marie Lemercier, Joachim Thiemann, Raphael Koning, Timo Gerkmann arXiv_SD arXiv_SD  Speech  Pose  Denoising  Prediction  PDF
• 2022-04-06 The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models    Julia Wolleb, Robin Sandkühler, Florentin Bieder, Philippe C. Cattin arXiv_CV arXiv_CV  Segmentation  Denoising  PDF
• 2022-04-05 iSDF: Real-Time Neural Signed Distance Fields for Robot Perception    Joseph Ortiz, Alexander Clegg, Jing Dong, Edgar Sucar, David Novotny, Michael Zollhoefer, Mustafa Mukadam arXiv_RO arXiv_RO  Reconstruction  3D  Self-Supervised  Pose  Denoising  PDF
• 2022-04-05 Zero-shot Blind Image Denoising via Implicit Neural Representations    Chaewon Kim, Jaeho Lee, Jinwoo Shin arXiv_CV arXiv_CV  Zero-Shot  Pose  Denoising  PDF
• 2022-04-03 RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems    Aboli Marathe, Pushkar Jain, Rahee Walambe, Ketan Kotecha arXiv_CV arXiv_CV  Transformer  Restoration  Adversarial  Pose  Detection  Object_Detection  Denoising  Attention  GAN  Drone  Autonomous  PDF
• 2022-04-03 Estimating Fine-Grained Noise Model via Contrastive Learning    Yunhao Zou, Ying Fu arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Denoising  PDF
• 2022-04-01 Perception Prioritized Training of Diffusion Models    Jooyoung Choi, Jungbeom Lee, Chaehun Shin, Sungwon Kim, Hyunwoo Kim, Sungroh Yoon arXiv_CV arXiv_CV  Pose  Denoising  Matching  PDF
• 2022-03-31 SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping    Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani arXiv_SD arXiv_SD  Enhancement  Speech  Pose  Denoising  PDF
• 2022-03-30 StyleFool: Fooling Video Classification Systems via Style Transfer    Yuxin Cao, Xi Xiao, Ruoxi Sun, Derui Wang, Minhui Xue, Sheng Wen arXiv_CV arXiv_CV  Style_Transfer  Adversarial  Pose  Classification  Denoising  Video_Classification  PDF
• 2022-03-29 Deep Equilibrium Assisted Block Sparse Coding of Inter-dependent Signals: Application to Hyperspectral Imaging    Alexandros Gkillas, Dimitris Ampeliotis, Kostas Berberidis arXiv_CV arXiv_CV  Optimization  Sparse  Regularization  Pose  Deep_Learning  Denoising  PDF
• 2022-03-29 Target and Task specific Source-Free Domain Adaptive Image Segmentation    Vibashan VS, Jeya Maria Jose Valanarasu, Vishal M. Patel arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Pose  Denoising  Medical  Inference  PDF
• 2022-03-29 Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search    Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu arXiv_AI arXiv_AI  Pose  Denoising  Attention  Prediction  Recommendation  PDF
• 2022-03-28 A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentation    Jan-Christopher Cohrs, Chandrajit Bajaj, Benjamin Berkels arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  Action  Classification  Denoising  PDF
• 2022-03-28 Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages    Sneha Das, Nicklas Leander Lund, Nicole Nadine Lønfeldt, Anne Katrine Pagsberg, Line H. Clemmensen arXiv_SD arXiv_SD  Embedding  Unsupervised  Recognition  Bert  Knowledge  Speech  Pose  Emotion  Classification  Deep_Learning  Relation  Denoising  PDF
• 2022-03-28 Towards Transferable Speech Emotion Representation: On loss functions for cross-lingual latent representations    Sneha Das, Nicole Nadine Lønfeldt, Anne Katrine Pagsberg, Line H. Clemmensen arXiv_SD arXiv_SD  Embedding  Transfer_Learning  Recognition  Speech  Pose  Emotion  Classification  Deep_Learning  Denoising  PDF
• 2022-03-28 Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning    Mayank Patwari, Ralf Gutjahr, Rainer Raupach, Andreas Maier arXiv_CV arXiv_CV  Reinforcement_Learning  Deep_Learning  Denoising  GAN  Medical  CNN  PDF
• 2022-03-26 Reverse Engineering of Imperceptible Adversarial Image Perturbations    Yifan Gong, Yuguang Yao, Yize Li, Yimeng Zhang, Xiaoming Liu, Xue Lin, Sijia Liu arXiv_AI arXiv_AI  Reconstruction  Adversarial  Pose  Classification  Denoising  Prediction  PDF
• 2022-03-25 ST-FL: Style Transfer Preprocessing in Federated Learning for COVID-19 Segmentation    Antonios Georgiadis, Varun Babbar, Fran Silavong, Sean Moran, Rob Otter arXiv_CV arXiv_CV  Segmentation  Style_Transfer  Pose  Face  Quantitative  Deep_Learning  Denoising  GAN  Medical  PDF
• 2022-03-25 BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis    Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu arXiv_SD arXiv_SD  Optimization  Speech  Pose  Denoising  PDF
• 2022-03-24 Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis    Kai Zhang, Yawei Li, Jingyun Liang, Jiezhang Cao, Yulun Zhang, Hao Tang, Radu Timofte, Luc Van Gool arXiv_CV arXiv_CV  Transformer  Pose  Denoising  CNN  PDF
• 2022-03-24 CVF-SID: Cyclic multi-Variate Function for Self-Supervised Image Denoising by Disentangling Noise from Image    Reyhaneh Neshatavar, Mohsen Yavartanoo, Sanghyun Son, Kyoung Mu Lee arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  PDF
• 2022-03-23 MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion    Hyungjin Chung, Eun Sun Lee, Jong Chul Ye arXiv_AI arXiv_AI  Super_Resolution  Pose  Denoising  Medical  PDF
• 2022-03-22 AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network    Wooseok Lee, Sanghyun Son, Kyoung Mu Lee arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Relation  Denoising  Inference  PDF
• 2022-03-22 ProgressiveMotionSeg: Mutually Reinforced Framework for Event-Based Motion Segmentation    Jinze Chen, Yang Wang, Yang Cao, Feng Wu, Zheng-Jun Zha arXiv_CV arXiv_CV  Segmentation  Pose  Emotion  Relation  Denoising  Activity  PDF
• 2022-03-20 CRISPnet: Color Rendition ISP Net    Matheus Souza, Wolfgang Heidrich arXiv_CV arXiv_CV  Restoration  Classification  Denoising  Attention  Image_Classification  PDF
• 2022-03-18 Adversarial Attacks on Deep Learning-based Video Compression and Classification Systems    Jung-Woo Chang, Mojan Javaheripi, Seira Hidano, Farinaz Koushanfar arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Relation  Denoising  Video_Classification  PDF
• 2022-03-17 A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large Shift    Shi Guo, Xi Yang, Jianqi Ma, Gaofeng Ren, Lei Zhang arXiv_CV arXiv_CV  Reconstruction  Denoising  Attention  Matching  PDF
• 2022-03-17 Neural Compression-Based Feature Learning for Video Restoration    Cong Huang, Jiahao Li, Bin Li, Dong Liu, Yan Lu arXiv_CV arXiv_CV  Quantization  Restoration  Pose  Denoising  PDF
• 2022-03-17 DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training    Luyang Huang, Guocheng Niu, Jiachen Liu, Xinyan Xiao, Hua Wu arXiv_AI arXiv_AI  Image_Caption  Pose  Denoising  Caption  PDF
• 2022-03-16 Diffusion Probabilistic Modeling for Video Generation    Ruihan Yang, Prakhar Srivastava, Stephan Mandt arXiv_CV arXiv_CV  Denoising  GAN  Prediction  PDF
• 2022-03-15 Representation Learning for Resource-Constrained Keyphrase Generation    Di Wu, Wasi Uddin Ahmad, Sunipa Dev, Kai-Wei Chang arXiv_CL arXiv_CL  Zero-Shot  Represenation_Learning  Salient  Knowledge  Pose  Denoising  Language_Model  Prediction  PDF
• 2022-03-15 A Noise-level-aware Framework for PET Image Denoising    Ye Li, Jianan Cui, Junyu Chen, Guodong Zeng, Scott Wollenweber, Floris Jansen, Se-In Jang, Kyungsang Kim, Kuang Gong, Quanzheng Li arXiv_CV arXiv_CV  Embedding  Pose  Denoising  Activity  CNN  PDF
• 2022-03-15 Image Quality Assessment for Magnetic Resonance Imaging    Segrey Kastryulin, Jamil Zakirov, Nicola Pezzotti, Dmitry V. Dylov arXiv_CV arXiv_CV  Reconstruction  Enhancement  Image_Enhancement  Denoising  Medical  QA  PDF
• 2022-03-15 P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation    Wenkang Shan, Zhenhua Liu, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV  3D  Pose_Estimation  Self-Supervised  Pose  Denoising  PDF
• 2022-03-14 Blind2Unblind: Self-Supervised Image Denoising with Visible Blind Spots    Zejin Wang, Jiazheng Liu, Guoqing Li, Hua Han arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  PDF
• 2022-03-13 Change Detection from Synthetic Aperture Radar Images via Dual Path Denoising Network    Junjie Wang, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li arXiv_CV arXiv_CV  Unsupervised  Optimization  Represenation_Learning  Pose  Classification  Deep_Learning  Detection  Denoising  Attention  PDF
• 2022-03-11 PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows    Aihua Mao, Zihui Du, Yu-Hui Wen, Jun Xuan, Yong-Jin Liu arXiv_CV arXiv_CV  Point_Cloud  3D  Quantitative  Deep_Learning  Denoising  PDF
• 2022-03-11 Dual reparametrized Variational Generative Model for Time-Series Forecasting    Ziang Chen arXiv_AI arXiv_AI  Pose  Denoising  Attention  Inference  PDF
• 2022-03-10 Manifold Modeling in Quotient Space: Learning An Invariant Mapping with Decodability of Image Patches    Tatsuya Yokota, Hidekata Hontani arXiv_CV arXiv_CV  Reconstruction  Inpainting  Super_Resolution  Self-Supervised  Pose  Relation  Denoising  PDF
• 2022-03-08 Multi-Scale Adaptive Network for Single Image Denoising    Yuanbiao Gou, Peng Hu, Jiancheng Lv, Xi Peng arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2022-03-08 Diffusion Models for Medical Anomaly Detection    Julia Wolleb, Florentin Bieder, Robin Sandkühler, Philippe C. Cattin arXiv_CV arXiv_CV  Weakly_Supervised  Adversarial  Detection  Denoising  GAN  Medical  PDF
• 2022-03-08 Dynamic Dual-Output Diffusion Models    Yaniv Benny, Lior Wolf arXiv_CV arXiv_CV  Adversarial  Pose  Denoising  GAN  PDF
• 2022-03-07 DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection    Hao Zhang, Feng Li, Shilong Liu, Lei Zhang, Hang Su, Jun Zhu, Lionel M. Ni, Heung-Yeung Shum arXiv_CV arXiv_CV  Detection  Object_Detection  Denoising  Prediction  PDF
• 2022-03-05 Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction    Yutong Xie, Quanzheng Li arXiv_CV arXiv_CV  Reconstruction  Pose  Denoising  Medical  PDF
• 2022-03-04 Geodesic Gramian Denoising Applied to the Images Contaminated With Noise Sampled From Diverse Probability Distributions    Yonggi Park, Kelum Gajamannage, Alexey Sadovski arXiv_CV arXiv_CV  3D  Denoising  PDF
• 2022-03-04 Adaptive Cross-Layer Attention for Image Restoration    Yancheng Wang, Ning Xu, Chong Chen, Yingzhen Yang arXiv_CV arXiv_CV  NAS  Super_Resolution  Restoration  Pose  Relation  Denoising  Attention  Image_Compression  Inference  PDF
• 2022-03-03 Robust Segmentation of Brain MRI in the Wild with Hierarchical CNNs and no Retraining    Benjamin Billot, Magdamo Colin, Sean E. Arnold, Sudeshna Das, Juan. E. Iglesias arXiv_CV arXiv_CV  Segmentation  Pose  Denoising  CNN  PDF
• 2022-03-03 NUQ: A Noise Metric for Diffusion MRI via Uncertainty Discrepancy Quantification    Shreyas Fadnavis, Jens Sjölund, Anders Eklund, Eleftherios Garyfallidis arXiv_CV arXiv_CV  Quantitative  Denoising  PDF
• 2022-03-03 Investigating the limited performance of a deep-learning-based SPECT denoising approach: An observer-study-based characterization    Zitong Yu, Md Ashequr Rahman, Abhinav K. Jha arXiv_CV arXiv_CV  Detection  Denoising  PDF
• 2022-03-03 Selective Residual M-Net for Real Image Denoising    Chi-Mao Fan, Tsung-Jung Liu, Kuan-Hsien Liu arXiv_CV arXiv_CV  Restoration  Pose  Quantitative  Denoising  CNN  PDF
• 2022-03-02 DN-DETR: Accelerate DETR Training by Introducing Query DeNoising    Feng Li, Hao Zhang, Shilong Liu, Jian Guo, Lionel M. Ni, Lei Zhang arXiv_AI arXiv_AI  Transformer  Optimization  Detection  Denoising  Matching  PDF
• 2022-03-02 Machine learning based lens-free imaging technique for field-portable cytometry    Rajkumar Vaghashiya, Sanghoon Shin, Varun Chauhan, Kaushal Kapadiya, Smit Sanghavi, Sungkyu Seo2, Mohendra Roy arXiv_AI arXiv_AI  Enhancement  3D  Pose  Action  Classification  Denoising  PDF
• 2022-03-01 Towards a unified view of unsupervised non-local methods for image denoising: the NL-Ridge approach    Sébastien Herbreteau, Charles Kervrann arXiv_CV arXiv_CV  Unsupervised  3D  Pose  Deep_Learning  Denoising  PDF
• 2022-03-01 DMF-Net: A decoupling-style multi-band fusion model for real-time full-band speech enhancement    Guochen Yu, Yuansheng Guan, Weixin Meng, Chengshi Zheng, Hui Wang arXiv_SD arXiv_SD  Enhancement  Optimization  Speech  Pose  Denoising  PDF
• 2022-03-01 Beam-Shape Effects and Noise Removal from THz Time-Domain Images in Reflection Geometry in the 0.25-6 THz Range    Marina Ljubenovic, Alessia Artesani, Stefano Bonetti, Arianna Traviglia arXiv_CV arXiv_CV  Restoration  Face  Denoising  PDF
• 2022-03-01 When A Conventional Filter Meets Deep Learning: Basis Composition Learning on Image Filters    Fu Lee Wang, Yidan Feng, Haoran Xie, Gary Cheng, Mingqiang Wei arXiv_CV arXiv_CV  Pose  Deep_Learning  Denoising  PDF
• 2022-02-28 SUNet: Swin Transformer UNet for Image Denoising    Chi-Mao Fan, Tsung-Jung Liu, Kuan-Hsien Liu arXiv_CV arXiv_CV  Transformer  Restoration  Pose  Denoising  CNN  PDF
• 2022-02-28 CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising    Dayang Wang, Fenglei Fan, Zhan Wu, Rui Liu, Fei Wang, Hengyong Yu arXiv_CV arXiv_CV  Transformer  Pose  Action  Denoising  Attention  CNN  Inference  PDF
• 2022-02-25 Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers    Matthieu Terris, Arwa Dabbech, Chao Tang, Yves Wiaux arXiv_CV arXiv_CV  Reconstruction  Enhancement  Optimization  Regularization  Pose  Face  Deep_Learning  Denoising  PDF
• 2022-02-22 Computing Multiple Image Reconstructions with a Single Hypernetwork    Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Deep_Learning  Denoising  Inference  PDF
• 2022-02-22 Does prior knowledge in the form of multiple low-dose PET images improve standard-dose PET prediction?    Behnoush Sanaei, Reza Faghihi, Hossein Arabi arXiv_CV arXiv_CV  Knowledge  Pose  Deep_Learning  Denoising  Prediction  PDF
• 2022-02-21 Point Cloud Denoising via Momentum Ascent in Gradient Fields    Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam arXiv_CV arXiv_CV  Point_Cloud  Pose  Denoising  Inference  PDF
• 2022-02-21 The PCG-AIID System for L3DAS22 Challenge: MIMO and MISO convolutional recurrent Network for Multi Channel Speech Enhancement and Speech Recognition    Jingdong Li, Yuanyuan Zhu, Dawei Luo, Yun Liu, Guohui Cui, Zhaoxia Li arXiv_SD arXiv_SD  Enhancement  Recognition  3D  Speech  Pose  Denoising  Speech_Recognition  CNN  PDF
• 2022-02-20 Pseudo Numerical Methods for Diffusion Models on Manifolds    Luping Liu, Yi Ren, Zhijie Lin, Zhou Zhao arXiv_CV arXiv_CV  Pose  Denoising  Inference  PDF
• 2022-02-20 MANet: Improving Video Denoising with a Multi-Alignment Network    Yaping Zhao, Haitian Zheng, Zhongrui Wang, Jiebo Luo, Edmund Y. Lam arXiv_CV arXiv_CV  Denoising  Attention  PDF
• 2022-02-19 C2N: Practical Generative Noise Modeling for Real-World Denoising    Geonwoon Jang, Wooseok Lee, Sanghyun Son, Kyoung Mu Lee arXiv_CV arXiv_CV  Unsupervised  Denoising  PDF
• 2022-02-17 Multi-Channel Speech Denoising for Machine Ears    Cong Han, E. Merve Kaya, Kyle Hoefer, Malcolm Slaney, Simon Carlile arXiv_SD arXiv_SD  Unsupervised  Speech  Pose  Denoising  Inference  PDF
• 2022-02-17 A Two-stage U-Net for high-fidelity denoising of historical recordings    Eloi Moliner, Vesa Välimäki arXiv_SD arXiv_SD  Restoration  Pose  Deep_Learning  Denoising  CNN  PDF
• 2022-02-15 Speech Denoising in the Waveform Domain with Self-Attention    Zhifeng Kong, Wei Ping, Ambrish Dantrey, Bryan Catanzaro arXiv_SD arXiv_SD  Speech  Pose  Denoising  Attention  PDF
• 2022-02-15 Ab-initio Contrast Estimation and Denoising of Cryo-EM Images    Yunpeng Shi, Amit Singer arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2022-02-15 Texture Aware Autoencoder Pre-training And Pairwise Learning Refinement For Improved Iris Recognition    Manashi Chakraborty, Aritri Chakraborty, Prabir Kumar Biswas, Pabitra Mitra arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Recognition  Optimization  Pose  Deep_Learning  Relation  Denoising  Matching  PDF
• 2022-02-15 Exploring the Devil in Graph Spectral Domain for 3D Point Cloud Attacks    Qianjiang Hu, Daizong Liu, Wei Hu arXiv_CV arXiv_CV  Surveillance  Reconstruction  Point_Cloud  3D  Pose  Face  Denoising  Autonomous  PDF
• 2022-02-12 Grasp-and-Lift Detection from EEG Signal Using Convolutional Neural Network    Md. Kamrul Hasan, Sifat Redwan Wahid, Faria Rahman, Shanjida Khan Maliha, Sauda Binte Rahman arXiv_AI arXiv_AI  RNN  Pose  Face  Action  Detection  Denoising  Activity  CNN  PDF
• 2022-02-12 Open-set Adversarial Defense with Clean-Adversarial Mutual Learning    Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel arXiv_CV arXiv_CV  Recognition  Knowledge  Adversarial  Pose  Classification  Deep_Learning  Denoising  Image_Classification  PDF
• 2022-02-10 Monotonically Convergent Regularization by Denoising    Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov arXiv_CV arXiv_CV  Regularization  Compressive_Sensing  Denoising  PDF
• 2022-02-09 Reducing Redundancy in the Bottleneck Representation of the Autoencoders    Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Pose  Relation  Denoising  Image_Compression  PDF
• 2022-02-08 InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training    Zehua Chen, Xu Tan, Ke Wang, Shifeng Pan, Danilo Mandic, Lei He, Sheng Zhao arXiv_SD arXiv_SD  Speech  Pose  Denoising  Inference  PDF
• 2022-02-07 SUD: Supervision by Denoising for Medical Image Segmentation    Sean I. Young, Adrian V. Dalca, Enzo Ferrante, Polina Golland, Bruce Fischl, Juan Eugenio Iglesias arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  3D  Optimization  Pose  Denoising  Medical  CNN  PDF
• 2022-02-06 On Using Transformers for Speech-Separation    Cem Subakan, Mirco Ravanelli, Samuele Cornell, Francois Grondin, Mirko Bronzi arXiv_SD arXiv_SD  Transformer  Enhancement  Speech  Pose  Deep_Learning  Denoising  Attention  CNN  PDF
• 2022-02-04 Image-to-Image MLP-mixer for Image Reconstruction    Youssef Mansour, Kang Lin, Reinhard Heckel arXiv_CV arXiv_CV  Transformer  Reconstruction  3D  Pose  Compressive_Sensing  Denoising  CNN  PDF
• 2022-02-02 Error Correction in ASR using Sequence-to-Sequence Models    Samrat Dutta, Shreyansh Jain, Ayush Maheshwari, Ganesh Ramakrishnan, Preethi Jyothi arXiv_CL arXiv_CL  Recognition  Speech  Pose  Denoising  Speech_Recognition  PDF
• 2022-01-31 Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization    Samuel Hurault, Arthur Leclaire, Nicolas Papadakis arXiv_CV arXiv_CV  Gradient_Descent  Inpainting  Super_Resolution  Restoration  Optimization  Regularization  Pose  Denoising  PDF
• 2022-01-30 Practical Noise Simulation for RGB Images    Saeed Ranjbar Alvar, Ivan V. Bajić arXiv_CV arXiv_CV  Denoising  PDF
• 2022-01-30 Tensor Recovery Based on Tensor Equivalent Minimax-Concave Penalty    Hongbing Zhang, Xinyi Liu, Hongtao Fan, Yajing Li, Yinlin Ye arXiv_CV arXiv_CV  Optimization  Pose  Denoising  PDF
• 2022-01-29 Blind ECG Restoration by Operational Cycle-GANs    Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj arXiv_AI arXiv_AI  Restoration  Adversarial  Pose  Quantitative  Detection  Denoising  GAN  Medical  PDF
• 2022-01-29 Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI    Thomas Yu, Tom Hilbert, Gian Franco Piredda, Arun Joseph, Gabriele Bonanno, Salim Zenkhri, Patrick Omoumi, Meritxell Bach Cuadra, Erick Jorge Canales-Rodríguez, Tobias Kober, Jean-Philippe Thiran arXiv_AI arXiv_AI  Reconstruction  Self-Supervised  Pose  Quantitative  Denoising  PDF
• 2022-01-28 VRT: A Video Restoration Transformer    Jingyun Liang, Jiezhang Cao, Yuchen Fan, Kai Zhang, Rakesh Ranjan, Yawei Li, Radu Timofte, Luc Van Gool arXiv_CV arXiv_CV  Transformer  Super_Resolution  Restoration  Pose  Action  Denoising  Attention  Prediction  PDF
• 2022-01-28 DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs    Songxiang Liu, Dan Su, Dong Yu arXiv_CL arXiv_CL  Adversarial  Speech  Pose  Denoising  GAN  Inference  PDF
• 2022-01-27 Denoising Diffusion Restoration Models    Bahjat Kawar, Michael Elad, Stefano Ermon, Jiaming Song arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Inpainting  Super_Resolution  Restoration  Denoising  Inference  PDF
• 2022-01-27 Unsupervised Denoising of Retinal OCT with Diffusion Probabilistic Model    Dewei Hu, Yuankai K. Tao, Ipek Oguz arXiv_CV arXiv_CV  Unsupervised  Restoration  Deep_Learning  Denoising  PDF
• 2022-01-25 Resource-efficient Deep Neural Networks for Automotive Radar Interference Mitigation    Johanna Rock, Wolfgang Roth, Mate Toth, Paul Meissner, Franz Pernkopf arXiv_CV arXiv_CV  Quantization  Denoising  CNN  Autonomous  Inference  PDF
• 2022-01-25 Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography    Fabian Wagner, Mareike Thies, Mingxuan Gu, Yixing Huang, Sabrina Pechmann, Mayank Patwari, Stefan Ploner, Oliver Aust, Stefan Uderhardt, Georg Schett, Silke Christiansen, Andreas Maier arXiv_CV arXiv_CV  Pose  Deep_Learning  Detection  Object_Detection  Denoising  Prediction  PDF
• 2022-01-25 SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training    Wenyong Huang, Zhenhe Zhang, Yu Ting Yeung, Xin Jiang, Qun Liu arXiv_SD arXiv_SD  Represenation_Learning  Speech  Self-Supervised  Pose  Denoising  PDF
• 2022-01-24 RePaint: Inpainting using Denoising Diffusion Probabilistic Models    Andreas Lugmayr, Martin Danelljan, Andres Romero, Fisher Yu, Radu Timofte, Luc Van Gool arXiv_CV arXiv_CV  Inpainting  Pose  Face  Denoising  GAN  PDF
• 2022-01-24 Table Pretraining: A Survey on Model Architectures, Pretraining Objectives, and Downstream Tasks    Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang arXiv_CL arXiv_CL  Recognition  Review  Pose  Survey  Classification  Relation  Denoising  Attention  Language_Model  Prediction  PDF
• 2022-01-23 FN-Net:Remove the Outliers by Filtering the Noise    Kai Lv arXiv_AI arXiv_AI  Pose_Estimation  Pose  Relation  Denoising  CNN  PDF
• 2022-01-19 Superpixel Pre-Segmentation of HER2 Slides for Efficient Annotation    Mathias Öttl, Jana Mönius, Christian Marzahl, Matthias Rübner, Carol I. Geppert, Arndt Hartmann, Matthias W. Beckmann, Peter Fasching, Andreas Maier, Ramona Erber, Katharina Breininger arXiv_CV arXiv_CV  Segmentation  Embedding  Pose  Deep_Learning  Denoising  Medical  PDF
• 2022-01-19 Online Deep Learning based on Auto-Encoder    Si-si Zhang, Jian-wei Liu, Xin Zuo, Run-kun Lu, Si-ming Lian arXiv_CV arXiv_CV  Reconstruction  Sketch  Pose  Classification  Deep_Learning  Denoising  Attention  PDF
• 2022-01-19 Improving Neural Machine Translation by Denoising Training    Liang Ding, Keqin Peng, Dacheng Tao arXiv_CL arXiv_CL  Knowledge  Denoising  PDF
• 2022-01-18 Joint denoising and HDR for RAW video sequences    A. Buades, O. Martorell, M. Sánchez-Beeckman arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2022-01-17 Convolutional Neural Networks for Spherical Signal Processing via Spherical Haar Tight Framelets    Jianfei Li, Han Feng, Xiaosheng Zhuang arXiv_CV arXiv_CV  Reconstruction  Pose  Denoising  CNN  PDF
• 2022-01-16 On Maximum-a-Posteriori estimation with Plug & Play priors and stochastic gradient descent    Rémi Laumont, Valentin de Bortoli, Andrés Almansa, Julie Delon, Alain Durmus, Marcelo Pereyra arXiv_CV arXiv_CV  Gradient_Descent  Pose  Denoising  CNN  PDF
• 2022-01-16 ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations    Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu arXiv_AI arXiv_AI  Recognition  Regularization  Adversarial  Pose  Classification  Denoising  Image_Classification  PDF
• 2022-01-12 MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks    Ekrem Çetinkaya, Minh Nguyen, Christian Timmerer arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Pose  Denoising  PDF
• 2022-01-12 Towards Adversarially Robust Deep Image Denoising    Hanshu Yan, Jingfeng Zhang, Jiashi Feng, Masashi Sugiyama, Vincent Y. F. Tan arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Denoising  PDF
• 2022-01-12 PromptBERT: Improving BERT Sentence Embeddings with Prompts    Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang arXiv_CL arXiv_CL  Embedding  Unsupervised  Bert  Pose  Denoising  PDF
• 2022-01-11 MDPose: Human Skeletal Motion Reconstruction Using WiFi Micro-Doppler Signatures    Chong Tang, Wenda Li, Shelly Vishwakarma, Fangzhan Shi, Simon Julier, Kevin Chetty arXiv_CV arXiv_CV  Reconstruction  Tracking  RNN  Pose_Estimation  Pose  Action  Denoising  CNN  PDF
• 2022-01-11 Learning to Denoise Raw Mobile UI Layouts for ImprovingDatasets at Scale    Gang Li, Gilles Baechler, Manuel Tragut, Yang Li arXiv_CV arXiv_CV  Pose  Deep_Learning  Denoising  PDF
• 2022-01-11 Image quality measurements and denoising using Fourier Ring Correlations    J. Kaczmar-Michalska, N.R. Hajizadeh, A.J. Rzepiela, S.F. Nørrelykke arXiv_CV arXiv_CV  Super_Resolution  Relation  Denoising  PDF
• 2022-01-11 An Introduction to Autoencoders    Umberto Michelucci arXiv_AI arXiv_AI  Reconstruction  Classification  Detection  Denoising  PDF
• 2022-01-10 Model-Based Image Signal Processors via Learnable Dictionaries    Marcos V. Conde, Steven McDonagh, Matteo Maggioni, Aleš Leonardis, Eduardo Pérez-Pellitero arXiv_CV arXiv_CV  Reconstruction  Pose  Denoising  PDF
• 2022-01-09 MAXIM: Multi-Axis MLP for Image Processing    Zhengzhong Tu, Hossein Talebi, Han Zhang, Feng Yang, Peyman Milanfar, Alan Bovik, Yinxiao Li arXiv_CV arXiv_CV  Transformer  Enhancement  Recognition  Restoration  Pose  Action  Denoising  Attention  CNN  PDF
• 2022-01-08 Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization    Chong Peng, Yang Liu, Yongyong Chen, Xinxin Wu, Andrew Cheng, Zhao Kang, Chenglizhao Chen, Qiang Cheng arXiv_CV arXiv_CV  Sparse  Regularization  Pose  Denoising  PDF
• 2022-01-07 Block Walsh-Hadamard Transform Based Binary Layers in Deep Neural Networks    Hongyi Pan, Diaa Badawi, Ahmet Enis Cetin arXiv_CV arXiv_CV  Pose  Denoising  CNN  PDF
• 2022-01-06 Implementing simple spectral denoising for environmental audio recordings    Fábio Felix Dias, Moacir Antonelli Ponti, Rosane Minghim arXiv_SD arXiv_SD  Denoising  PDF
• 2022-01-05 Few-shot Domain Adaptation for IMU Denoising    Feiyu Yao, Zongkai Wu, Zhenyu Wei, Donglin Wang arXiv_RO arXiv_RO  Pose  Few-Shot  Denoising  PDF
• 2022-01-05 Corrupting Data to Remove Deceptive Perturbation: Using Preprocessing Method to Improve System Robustness    Hieu Le, Hans Walker, Dung Tran, Peter Chin arXiv_CV arXiv_CV  Adversarial  Classification  Denoising  GAN  PDF
• 2022-01-02 Image Denoising with Control over Deep Network Hallucination    Qiyuan Liang, Florian Cassayre, Haley Owsianko, Majed El Helou, Sabine Süsstrunk arXiv_CV arXiv_CV  Pose  Quantitative  Denoising  PDF
• 2022-01-02 Fast and High-Quality Image Denoising via Malleable Convolutions    Yifan Jiang, Bart Wronski, Ben Mildenhall, Jon Barron, Zhangyang Wang, Tianfan Xue arXiv_CV arXiv_CV  Segmentation  Restoration  Classification  Denoising  CNN  PDF
• 2022-01-02 DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents    Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar arXiv_CV arXiv_CV  Super_Resolution  Pose  Denoising  PDF
• 2022-01-01 Subspace modeling for fast and high-sensitivity X-ray chemical imaging    Jizhou Li, Bin Chen, Guibin Zan, Guannan Qian, Piero Pianetta, Yijin Liu arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2021-12-27 Image Edge Restoring Filter    Qian Liu, Yongpeng Li, Zhihang Wang arXiv_CV arXiv_CV  Enhancement  Pose  Image_Enhancement  Denoising  PDF
• 2021-12-26 It^{o}-Taylor Sampling Scheme for Denoising Diffusion Probabilistic Models using Ideal Derivatives    Hideyuki Tachibana, Mocho Go, Muneyoshi Inahara, Yotaro Katayama, Yotaro Watanabe arXiv_SD arXiv_SD  Speech  Pose  Denoising  Attention  GAN  PDF
• 2021-12-24 Ultrasound Speckle Suppression and Denoising using MRI-derived Normalizing Flow Priors    Vincent van de Schaft, Ruud J.G. van Sloun arXiv_CV arXiv_CV  Unsupervised  Pose  Quantitative  Denoising  Medical  Inference  PDF
• 2021-12-23 Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images    Ruiwen Xing, Thomas Humphries, Dong Si arXiv_CV arXiv_CV  Reconstruction  Sparse  Adversarial  Denoising  Attention  GAN  PDF
• 2021-12-23 Manifold Learning Benefits GANs    Yao Ni, Piotr Koniusz, Richard Hartley, Richard Nock arXiv_CV arXiv_CV  Adversarial  Denoising  GAN  PDF
• 2021-12-22 Exploring Inter-frequency Guidance of Image for Lightweight Gaussian Denoising    Zhuang Jia arXiv_CV arXiv_CV  Knowledge  Pose  Denoising  CNN  PDF
• 2021-12-20 High-Resolution Image Synthesis with Latent Diffusion Models    Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, Björn Ommer arXiv_CV arXiv_CV  Inpainting  Super_Resolution  Optimization  Denoising  Attention  CNN  Inference  PDF
• 2021-12-20 Are Large-scale Datasets Necessary for Self-Supervised Pre-training?    Alaaeldin El-Nouby, Gautier Izacard, Hugo Touvron, Ivan Laptev, Hervé Jegou, Edouard Grave arXiv_CV arXiv_CV  Segmentation  Embedding  Sketch  Self-Supervised  Classification  Detection  Denoising  PDF
• 2021-12-19 On Efficient Transformer and Image Pre-training for Low-level Vision    Wenbo Li, Xin Lu, Jiangbo Lu, Xiangyu Zhang, Jiaya Jia arXiv_CV arXiv_CV  Transformer  Super_Resolution  Pose  Denoising  PDF
• 2021-12-19 Denoised Labels for Financial Time-Series Data via Self-Supervised Learning    Yanqing Ma, Carmine Ventre, Maria Polukarov arXiv_CV arXiv_CV  Self-Supervised  Pose  Classification  Denoising  GAN  Image_Classification  Prediction  PDF
• 2021-12-17 Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers    Yusra Alkendi, Rana Azzam, Abdulla Ayyad, Sajid Javed, Lakmal Seneviratne, Yahya Zweiri arXiv_CV arXiv_CV  Transformer  Pose  Relation  Denoising  PDF
• 2021-12-17 SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-Trained Siamese Transformers    Lin Liu, Shanxin Yuan, Jianzhuang Liu, Xin Guo, Youliang Yan, Qi Tian arXiv_CV arXiv_CV  Transformer  Restoration  Zero-Shot  Self-Supervised  Pose  Denoising  Attention  PDF
• 2021-12-17 Procedural Kernel Networks    Bartlomiej Wronski arXiv_CV arXiv_CV  Inpainting  Restoration  Denoising  CNN  PDF
• 2021-12-16 A Novel Image Denoising Algorithm Using Concepts of Quantum Many-Body Theory    Sayantan Dutta, Adrian Basarab, Bertrand Georgeot, Denis Kouamé arXiv_CV arXiv_CV  Sparse  Pose  Action  Denoising  Medical  PDF
• 2021-12-16 All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines    Yuxuan Zhang, Bo Dong, Felix Heide arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Adversarial  Pose  Classification  Detection  Object_Detection  Denoising  Prediction  PDF
• 2021-12-16 Sparse Coding with Multi-Layer Decoders using Variance Regularization    Katrina Evtimova, Yann LeCun arXiv_CV arXiv_CV  Reconstruction  Sparse  Regularization  Pose  Classification  Relation  Denoising  PDF
• 2021-12-14 CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising    Jianjie Luo, Yehao Li, Yingwei Pan, Ting Yao, Hongyang Chao, Tao Mei arXiv_AI arXiv_AI  Video_Caption  Bert  Action  Denoising  Caption  Language_Model  Prediction  Matching  PDF
• 2021-12-14 EMDS-6: Environmental Microorganism Image Dataset Sixth Version for Image Denoising, Segmentation, Feature Extraction, Classification and Detection Methods Evaluation    Peng Zhao, Chen Li, Md Mamunur Rahaman, Hao Xu, Pingli Ma, Hechen Yang, Hongzan Sun, Tao Jiang, Ning Xu, Marcin Grzegorzek arXiv_CV arXiv_CV  Segmentation  Action  Classification  Detection  Object_Detection  Denoising  GAN  Image_Classification  PDF
• 2021-12-13 Step-unrolled Denoising Autoencoders for Text Generation    Nikolay Savinov, Junyoung Chung, Mikolaj Binkowski, Erich Elsen, Aaron van den Oord arXiv_CL arXiv_CL  Pose  Denoising  Text_Generation  Language_Model  PDF
• 2021-12-13 N-SfC: Robust and Fast Shape Estimation from Caustic Images    Marc Kassubeck, Moritz Kappel, Susana Castillo, Marcus Magnor arXiv_CV arXiv_CV  Reconstruction  Gradient_Descent  3D  Optimization  Face  Denoising  PDF
• 2021-12-10 More Control for Free! Image Synthesis with Semantic Diffusion Guidance    Xihui Liu, Dong Huk Park, Samaneh Azadi, Gong Zhang, Arman Chopikyan, Yuxiao Hu, Humphrey Shi, Anna Rohrbach, Trevor Darrell arXiv_CV arXiv_CV  Denoising  Matching  PDF
• 2021-12-09 Superpixel-Based Building Damage Detection from Post-earthquake Very High Resolution Imagery Using Deep Neural Networks    Jun Wang, Zhoujing Li, Yixuan Qiao, Qiming Qin, Peng Gao, Guotong Xie arXiv_CV arXiv_CV  Segmentation  Pose  Action  Detection  Denoising  Attention  PDF
• 2021-12-07 A Robust Completed Local Binary Pattern for Surface Defect Detection    Nana Kankam Gyimah, Abenezer Girma, Mahmoud Nabil Mahmoud, Shamila Nateghi, Abdollah Homaifar, Daniel Opoku arXiv_CV arXiv_CV  Pose  Face  Detection  Denoising  PDF
• 2021-12-07 A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion    Zhaoyang Lyu, Zhifeng Kong, Xudong Xu, Liang Pan, Dahua Lin arXiv_AI arXiv_AI  Point_Cloud  3D  Pose  Face  Denoising  PDF
• 2021-12-06 Label-Efficient Semantic Segmentation with Diffusion Models    Dmitry Baranchuk, Ivan Rubachev, Andrey Voynov, Valentin Khrulkov, Artem Babenko arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Inpainting  Super_Resolution  Denoising  Attention  GAN  PDF
• 2021-12-06 A comparison study of CNN denoisers on PRNU extraction    Hui Zeng, Morteza Darvish Morshedi Hosseini, Kang Deng, Anjie Peng, Miroslav Goljan arXiv_CV arXiv_CV  Quantization  Pose  Action  Relation  Denoising  CNN  PDF
• 2021-12-06 A Survey on Deep learning based Document Image Enhancement    Zahra Anvari, Vassilis Athitsos arXiv_CV arXiv_CV  Enhancement  Recognition  OCR  Restoration  Optical_Character  Review  Pose  Image_Enhancement  Survey  Action  Deep_Learning  Denoising  Attention  PDF
• 2021-12-05 Snapshot HDR Video Construction Using Coded Mask    Masheal Alghamdi, Qiang Fu, Ali Thabet, Wolfgang Heidrich arXiv_CV arXiv_CV  Reconstruction  3D  Deep_Learning  Denoising  PDF
• 2021-12-05 Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching    Kwanyoung Kim, Taesung Kwon, Jong Chul Ye arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Denoising  Matching  PDF
• 2021-12-04 Efficient joint noise removal and multi exposure fusion    A. Buades, J.L Lisani, O. Martorell arXiv_CV arXiv_CV  3D  Pose  Denoising  PDF
• 2021-12-03 Global Context with Discrete Diffusion in Vector Quantised Modelling for Image Generation    Minghui Hu, Yujie Wang, Tat-Jen Cham, Jianfei Yang, P.N.Suganthan arXiv_CV arXiv_CV  Image_Generation  Inpainting  Pose  Denoising  Text_Generation  PDF
• 2021-12-02 Sample Prior Guided Robust Model Learning to Suppress Noisy Labels    Wenkai Chen, Chuang Zhu, Yi Chen arXiv_CV arXiv_CV  Knowledge  Pose  Denoising  PDF
• 2021-12-02 Learning Robust Recommender from Noisy Implicit Feedback    Wenjie Wang, Fuli Feng, Xiangnan He, Liqiang Nie, Tat-Seng Chua arXiv_AI arXiv_AI  Review  Pose  Action  Denoising  Inference  Recommendation  PDF
• 2021-12-02 CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and Demosaicing    Nikola Janjušević, Amirhossein Kalilian-Gourtani, Yao Wang arXiv_CV arXiv_CV  Unsupervised  Optimization  Pose  Deep_Learning  Denoising  CNN  PDF
• 2021-12-01 Total-Body Low-Dose CT Image Denoising using Prior Knowledge Transfer Technique with Contrastive Regularization Mechanism    Minghan Fu, Yanhua Duan, Zhaoping Cheng, Wenjian Qin, Ying Wang, Dong Liang, Zhanli Hu arXiv_CV arXiv_CV  Enhancement  Regularization  Knowledge  Pose  Contrastive_Learning  Denoising  Attention  Medical  PDF
• 2021-11-30 Diffusion Autoencoders: Toward a Meaningful and Decodable Representation    Konpat Preechakul, Nattanat Chatthee, Suttisak Wizadwongsa, Supasorn Suwajanakorn arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Few-Shot  Denoising  GAN  PDF
• 2021-11-30 RADU: Ray-Aligned Depth Update Convolutions for ToF Data Denoising    Michael Schelling, Pedro Hermosilla, Timo Ropinski arXiv_CV arXiv_CV  3D  Pose  Denoising  PDF
• 2021-11-30 Revisiting Temporal Alignment for Video Restoration    Kun Zhou, Wenbo Li, Liying Lu, Xiaoguang Han, Jiangbo Lu arXiv_CV arXiv_CV  Super_Resolution  Restoration  Pose  Denoising  PDF
• 2021-11-30 EdiBERT, a generative model for image editing    Thibaut Issenhuth, Ugo Tanielian, Jérémie Mary, David Picard arXiv_CV arXiv_CV  Transformer  Inpainting  Bert  Pose  Denoising  PDF
• 2021-11-30 Trust the Critics: Generatorless and Multipurpose WGANs with Initial Convergence Guarantees    Tristan Milne, Étienne Bilocq, Adrian Nachman arXiv_CV arXiv_CV  Gradient_Descent  Pose  Denoising  GAN  PDF
• 2021-11-29 Image denoising by Super Neurons: Why go deep?    Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj arXiv_CV arXiv_CV  Pose  Denoising  GAN  CNN  PDF
• 2021-11-29 Vector Quantized Diffusion Model for Text-to-Image Synthesis    Shuyang Gu, Dong Chen, Jianmin Bao, Fang Wen, Bo Zhang, Dongdong Chen, Lu Yuan, Baining Guo arXiv_CV arXiv_CV  Denoising  GAN  PDF
• 2021-11-29 Blended Diffusion for Text-driven Editing of Natural Images    Omri Avrahami, Dani Lischinski, Ohad Fried arXiv_CV arXiv_CV  Adversarial  Face  Quantitative  Denoising  Matching  PDF
• 2021-11-29 Unsupervised Image Denoising with Frequency Domain Knowledge    Nahyun Kim, Donggon Jang, Sunhyeok Lee, Bomi Kim, Dae-Shik Kim arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Knowledge  Adversarial  Pose  Denoising  GAN  PDF
• 2021-11-29 IDR: Self-Supervised Image Denoising via Iterative Data Refinement    Yi Zhang, Dasong Li, Ka Lung Law, Xiaogang Wang, Hongwei Qin, Hongsheng Li arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Denoising  PDF
• 2021-11-27 ISNAS-DIP: Image-Specific Neural Architecture Search for Deep Image Prior    Metin Ersin Arican, Ozgur Kara, Gustav Bredell, Ender Konukoglu arXiv_CV arXiv_CV  NAS  Reconstruction  Inpainting  Super_Resolution  Restoration  Pose  Denoising  CNN  PDF
• 2021-11-25 Joint inference and input optimization in equilibrium networks    Swaminathan Gurumurthy, Shaojie Bai, Zachary Manchester, J. Zico Kolter arXiv_CV arXiv_CV  Inpainting  Optimization  Adversarial  Deep_Learning  Denoising  Inference  PDF
• 2021-11-25 Exploring Versatile Prior for Human Motion via Motion Frequency Guidance    Jiachen Xu, Min Wang, Jingyu Gong, Wentao Liu, Chen Qian, Yuan Xie, Lizhuang Ma arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Pose  Quantitative  Denoising  PDF
• 2021-11-24 Fast mesh denoising with data driven normal filtering using deep variational autoencoders    Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas arXiv_AI arXiv_AI  Reconstruction  3D  Pose  Face  Denoising  Inference  PDF
• 2021-11-23 Deep Point Cloud Reconstruction    Jaesung Choe, Byeongin Joung, Francois Rameau, Jaesik Park, In So Kweon arXiv_CV arXiv_CV  Transformer  Reconstruction  Point_Cloud  3D  Sparse  Pose  Denoising  PDF
• 2021-11-22 ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning    Vamsi Aribandi, Yi Tay, Tal Schuster, Jinfeng Rao, Huaixiu Steven Zheng, Sanket Vaibhav Mehta, Honglei Zhuang, Vinh Q. Tran, Dara Bahri, Jianmo Ni, Jai Gupta, Kai Hui, Sebastian Ruder, Donald Metzler arXiv_CL arXiv_CL  Transfer_Learning  Self-Supervised  Pose  Denoising  QA  PDF
• 2021-11-21 One-shot Weakly-Supervised Segmentation in Medical Images    Wenhui Lei, Qi Su, Ran Gu, Na Wang, Xinglong Liu, Guotai Wang, Xiaofan Zhang, Shaoting Zhang arXiv_CV arXiv_CV  Reconstruction  Segmentation  3D  Pose  Denoising  Medical  PDF
• 2021-11-20 Switching Independent Vector Analysis and Its Extension to Blind and Spatially Guided Convolutional Beamforming Algorithm    Tomohiro Nakatani, Rintaro Ikeshita, Keisuke Kinoshita, Hiroshi Sawada, Naoyuki Kamo, Shoko Araki arXiv_SD arXiv_SD  Recognition  Speech  Pose  Denoising  Speech_Recognition  CNN  Prediction  PDF
• 2021-11-19 Enhanced countering adversarial attacks via input denoising and feature restoring    Yanni Li, Wenhui Zhang, Jiawei Liu, Xiaoli Kou, Hui Li, Jiangtao Cui arXiv_CV arXiv_CV  Optimization  Adversarial  Pose  Denoising  PDF
• 2021-11-18 Restormer: Efficient Transformer for High-Resolution Image Restoration    Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang arXiv_CV arXiv_CV  Transformer  Restoration  Pose  Action  Denoising  Attention  CNN  PDF
• 2021-11-18 A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration    Théo Bodrito (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK), Alexandre Zouaoui (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK), Jocelyn Chanussot (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK), Julien Mairal (Thoth, Inria, UGA, CNRS, Grenoble INP, LJK) arXiv_CV arXiv_CV  Restoration  Sparse  Knowledge  Denoising  PDF
• 2021-11-18 CLMB: deep contrastive learning for robust metagenomic binning    Pengfei Zhang, Zhengyuan Jiang, Yixuan Wang, Yu Li arXiv_AI arXiv_AI  Reconstruction  Pose  Contrastive_Learning  Deep_Learning  Denoising  PDF
• 2021-11-18 Deep neural networks-based denoising models for CT imaging and their efficacy    Prabhat KC, Rongping Zeng, M. Mehdi Farhangi, Kyle J. Myers arXiv_CV arXiv_CV  Reconstruction  Denoising  GAN  PDF
• 2021-11-17 Fast and Light-Weight Network for Single Frame Structured Illumination Microscopy Super-Resolution    Xi Cheng, Jun Li, Qiang Dai, Zhenyong Fu, Jian Yang arXiv_CV arXiv_CV  Super_Resolution  Pose  Action  Deep_Learning  Denoising  Attention  Medical  PDF
• 2021-11-17 Discriminative Dictionary Learning based on Statistical Methods    G.Madhuri, Atul Negi arXiv_CV arXiv_CV  Reconstruction  Inpainting  OCR  Sparse  Review  Classification  Denoising  PDF
• 2021-11-16 S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement    Shubo Lv, Yihui Fu, Mengtao Xing, Jiayao Sun, Lei Xie, Jun Huang, Yannan Wang, Tao Yu arXiv_SD arXiv_SD  Enhancement  Speech  Pose  Denoising  PDF
• 2021-11-15 Fingerprint Presentation Attack Detection by Channel-wise Feature Denoising    Feng Liu, Zhe Kong, Haozhe Liu, Wentian Zhang, Linlin Shen arXiv_CV arXiv_CV  Recognition  Pose  Detection  Denoising  PDF
• 2021-11-14 Impact of Benign Modifications on Discriminative Performance of Deepfake Detectors    Yuhang Lu, Evgeniy Upenik, Touradj Ebrahimi arXiv_CV arXiv_CV  Enhancement  Pose  Quantitative  Detection  Object_Detection  Denoising  PDF
• 2021-11-14 DEEP: DEnoising Entity Pre-training for Neural Machine Translation    Junjie Hu, Hiroaki Hayashi, Kyunghyun Cho, Graham Neubig arXiv_AI arXiv_AI  Knowledge  Pose  Denoising  PDF
• 2021-11-14 Moment Transform-Based Compressive Sensing in Image Processing    T. Kalampokas, G.A. Papakostas arXiv_CV arXiv_CV  Sparse  Compressive_Sensing  Denoising  PDF
• 2021-11-13 Direct Noisy Speech Modeling for Noisy-to-Noisy Voice Conversion    Chao Xie, Yi-Chiao Wu, Patrick Lumban Tobing, Wen-Chin Huang, Tomoki Toda arXiv_SD arXiv_SD  Speech  Pose  Denoising  PDF
• 2021-11-13 Hyperspectral Mixed Noise Removal via Subspace Representation and Weighted Low-rank Tensor Regularization    Hang Zhou, Yanchi Su, Zhanshan Li arXiv_CV arXiv_CV  3D  Restoration  Regularization  Quantitative  Relation  Denoising  PDF
• 2021-11-11 MultiSV: Dataset for Far-Field Multi-Channel Speaker Verification    Ladislav Mošner, Oldřich Plchot, Lukáš Burget, Jan Černocký arXiv_SD arXiv_SD  Enhancement  Speech  Denoising  PDF
• 2021-11-11 FINO: Flow-based Joint Image and Noise Model    Lanqing Guo, Siyu Huang, Haosen Liu, Bihan Wen arXiv_CV arXiv_CV  Restoration  Pose  Relation  Denoising  PDF
• 2021-11-10 Palette: Image-to-Image Diffusion Models    Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi arXiv_CV arXiv_CV  Inpainting  Classification  Denoising  Attention  GAN  PDF
• 2021-11-09 Graph-Based Depth Denoising & Dequantization for Point Cloud Enhancement    Xue Zhang, Gene Cheung, Jiahao Pang, Yash Sanghvi, Abhiram Gnanasambandam, Stanley H. Chan arXiv_CV arXiv_CV  Quantization  Gradient_Descent  Enhancement  Point_Cloud  3D  Optimization  Sparse  Denoising  PDF
• 2021-11-09 Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer    Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu arXiv_SD arXiv_SD  Transformer  Recognition  RNN  Speech  Pose  Detection  Denoising  Attention  Speech_Recognition  Prediction  PDF
• 2021-11-07 Survey of Deep Learning Methods for Inverse Problems    Shima Kamyab, Zihreh Azimifar, Rasool Sabzi, Paul Fieguth arXiv_AI arXiv_AI  Tracking  3D  Object_Tracking  Face  Survey  Deep_Learning  Denoising  PDF
• 2021-11-06 Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet    Ziyi Xu, Maximilian Strake, Tim Fingscheidt arXiv_SD arXiv_SD  Enhancement  Optimization  Speech  Pose  Denoising  PDF
• 2021-11-04 Testing using Privileged Information by Adapting Features with Statistical Dependence    Kwang In Kim, James Tompkin arXiv_CV arXiv_CV  Knowledge  Denoising  Prediction  PDF
• 2021-11-03 Deep Point Set Resampling via Gradient Fields    Haolan Chen, Bi'an Du, Shitong Luo, Wei Hu arXiv_CV arXiv_CV  Surveillance  Reconstruction  Point_Cloud  3D  Restoration  Optimization  Sparse  Regularization  Pose  Face  Denoising  Autonomous  PDF
• 2021-11-02 Zero-Shot Translation using Diffusion Models    Eliya Nachmani, Shaked Dovrat arXiv_CL arXiv_CL  Zero-Shot  NMT  Denoising  PDF
• 2021-11-01 Self-Verification in Image Denoising    Huangxing Lin, Yihong Zhuang, Delu Zeng, Yue Huang, Xinghao Ding, John Paisley arXiv_CV arXiv_CV  Regularization  Self-Supervised  Denoising  PDF
• 2021-10-30 Functional Neural Networks for Parametric Image Restoration Problems    Fangzhou Luo, Xiaolin Wu, Yanhui Guo arXiv_CV arXiv_CV  Super_Resolution  Restoration  Pose  Denoising  PDF
• 2021-10-30 Speech Denoising Using Only Single Noisy Audio Samples    Qingchun Li, Jiasong Wu, Yilun Kong, Chunfeng Yang, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu arXiv_SD arXiv_SD  Transformer  Speech  Pose  Denoising  PDF
• 2021-10-29 An Effective Image Restorer: Denoising and Luminance Adjustment for Low-photon-count Imaging    Shansi Zhang, Edmund Y. Lam arXiv_CV arXiv_CV  Enhancement  Restoration  Action  Denoising  Attention  PDF
• 2021-10-29 Unsupervised PET Reconstruction from a Bayesian Perspective    Chenyu Shen, Wenjun Xia, Hongwei Ye, Mingzheng Hou, Hu Chen, Yan Liu, Jiliu Zhou, Yi Zhang arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Inpainting  Restoration  Regularization  Pose  Quantitative  Denoising  Attention  PDF
• 2021-10-28 Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction    Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang arXiv_CL arXiv_CL  Reconstruction  Enhancement  Recognition  Represenation_Learning  Speech  Self-Supervised  Pose  Contrastive_Learning  Denoising  Speech_Recognition  Inference  PDF
• 2021-10-26 Frequency Centric Defense Mechanisms against Adversarial Examples    Sanket B. Shah, Param Raval, Harin Khakhi, Mehul S. Raval arXiv_CV arXiv_CV  Adversarial  Pose  Detection  Object_Detection  Denoising  CNN  PDF
• 2021-10-26 NeRV: Neural Representations for Videos    Hao Chen, Bo He, Hanyu Wang, Yixuan Ren, Ser-Nam Lim, Abhinav Shrivastava arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2021-10-26 Self-Denoising Neural Networks for Few Shot Learning    Steven Schwarcz, Sai Saketh Rambhatla, Rama Chellappa arXiv_AI arXiv_AI  Recognition  Action  Detection  Few-Shot  Denoising  CNN  PDF
• 2021-10-25 Generative Flows as a General Purpose Solution for Inverse Problems    José A. Chávez arXiv_CV arXiv_CV  Reconstruction  Inpainting  Regularization  Pose  Denoising  PDF
• 2021-10-25 Learning Continuous Face Representation with Explicit Functions    Liping Zhang, Weijun Li, Linjun Sun, Lina Yu, Xin Ning, Xiaoli Dong, Jian Xu, Hong Qin arXiv_CV arXiv_CV  Restoration  Pose  Face  Denoising  CNN  PDF
• 2021-10-24 A Deep Learning Approach to Predicting Collateral Flow in Stroke Patients Using Radiomic Features from Perfusion Images    Giles Tetteh, Fernando Navarro, Johannes Paetzold, Jan Kirschke, Claus Zimmer, Bjoern H. Menze arXiv_CV arXiv_CV  Reinforcement_Learning  3D  Deep_Learning  Detection  Denoising  CNN  PDF
• 2021-10-24 Exploring Gradient Flow Based Saliency for DNN Model Compression    Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan arXiv_CV arXiv_CV  Salient  Pose  Classification  Denoising  Attention  CNN  Image_Classification  PDF
• 2021-10-23 PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation    Long Doan, Linh The Nguyen, Nguyen Luong Tran, Thai Hoang, Dat Quoc Nguyen arXiv_CL arXiv_CL  Knowledge  Denoising  PDF
• 2021-10-22 HDRVideo-GAN: Deep Generative HDR Video Reconstruction    Mrinal Anand, Nidhin Harilal, Chandan Kumar, Shanmuganathan Raman arXiv_CV arXiv_CV  Reconstruction  Regularization  Adversarial  Self-Supervised  Pose  Denoising  GAN  Optical_Flow  PDF
• 2021-10-21 RoQNN: Noise-Aware Training for Robust Quantum Neural Networks    Hanrui Wang, Jiaqi Gu, Yongshan Ding, Zirui Li, Frederic T. Chong, David Z. Pan, Song Han arXiv_AI arXiv_AI  Quantization  Optimization  Pose  Classification  Denoising  Inference  PDF
• 2021-10-20 Multilingual Unsupervised Neural Machine Translation with Denoising Adapters    Ahmet Üstün, Alexandre Bérard, Laurent Besacier, Matthias Gallé arXiv_CL arXiv_CL  Unsupervised  Pose  Denoising  PDF
• 2021-10-18 An Analysis and Implementation of the HDR+ Burst Denoising Method    Antoine Monod, Julie Delon, Thomas Veit arXiv_CV arXiv_CV  Denoising  PDF
• 2021-10-18 Self-supervised denoising for massive noisy images    Feng Wang, Trond R. Henninen, Debora Keller, Rolf Erni arXiv_CV arXiv_CV  Reconstruction  Self-Supervised  Pose  Deep_Learning  Denoising  PDF
• 2021-10-18 Salt and pepper noise removal method based on stationary Framelet transform with non-convex sparsity regularization    Yingpin Chen, Lingzhi Wang, Huiying Huang, Jianhua Song, Chaoqun Yu, Yanping Xu arXiv_CV arXiv_CV  Restoration  Sparse  Regularization  Pose  Detection  Denoising  PDF
• 2021-10-17 Dynamic Slimmable Denoising Network    Zutao Jiang, Changlin Li, Xiaojun Chang, Jihua Zhu, Yi Yang arXiv_CV arXiv_CV  Optimization  Pose  Denoising  Inference  PDF
• 2021-10-16 MAAD: A Model and Dataset for 'Attended Awareness' in Driving    Deepak Gopinath, Guy Rosman, Simon Stent, Katsuya Terahata, Luke Fletcher, Brenna Argall, John Leonard arXiv_CV arXiv_CV  Salient  Pose  Denoising  PDF
• 2021-10-15 Learning with Noisy Labels by Targeted Relabeling    Derek Chen, Zhou Yu, Samuel R. Bowman arXiv_CL arXiv_CL  Pose  Action  Denoising  PDF
• 2021-10-14 Toward Degradation-Robust Voice Conversion    Chien-yu Huang, Kai-Wei Chang, Hung-yi Lee arXiv_SD arXiv_SD  Enhancement  Adversarial  Speech  Pose  Denoising  PDF
• 2021-10-11 Wind-robust sound event detection and denoising for bioacoustics    Julius Juodakis, Stephen Marsland arXiv_SD arXiv_SD  Pose  Survey  Action  Detection  Object_Detection  Denoising  PDF
• 2021-10-11 Revisit Dictionary Learning for Video Compressive Sensing under the Plug-and-Play Framework    Qing Yang, Yaping Zhao arXiv_CV arXiv_CV  Reconstruction  Pose  Quantitative  Compressive_Sensing  Denoising  PDF
• 2021-10-10 Denoising Diffusion Gamma Models    Eliya Nachmani, Robin San Roman, Lior Wolf arXiv_AI arXiv_AI  Speech  Denoising  PDF
• 2021-10-10 Rethinking Noise Synthesis and Modeling in Raw Denoising    Yi Zhang, Hongwei Qin, Xiaogang Wang, Hongsheng Li arXiv_CV arXiv_CV  Reconstruction  Denoising  PDF
• 2021-10-09 Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising Learning    Xinghua Zhang, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Jiawei Sheng, Mengge Xue, Hongbo Xu arXiv_CL arXiv_CL  Recognition  Pose  Denoising  PDF
• 2021-10-08 Auto-DSP: Learning to Optimize Acoustic Echo Cancellers    Jonah Casebeer, Nicholas J. Bryan, Paris Smaragdis arXiv_SD arXiv_SD  Gradient_Descent  Optimization  Knowledge  Denoising  PDF
• 2021-10-08 Graphs as Tools to Improve Deep Learning Methods    Carlos Lassance, Myriam Bontonou, Mounia Hamidouche, Bastien Pasdeloup, Lucas Drumetz, Vincent Gripon arXiv_AI arXiv_AI  Review  Pose  Classification  Deep_Learning  Denoising  PDF
• 2021-10-08 Score-based diffusion models for accelerated MRI    Hyungjin Chung, Jong chul Ye arXiv_AI arXiv_AI  Reconstruction  Pose  Denoising  Inference  Matching  PDF
• 2021-10-07 On audio enhancement via online non-negative matrix factorization    Andrew Sack, Wenzhao Jiang, Michael Perlmutter, Palina Salanevich, Deanna Needell arXiv_SD arXiv_SD  Enhancement  Pose  Denoising  PDF
• 2021-10-06 Accelerated First Order Methods for Variational Imaging    Joseph Bartlett, Jinming Duan arXiv_CV arXiv_CV  Reconstruction  Pose  Denoising  Optical_Flow  PDF
• 2021-10-06 TSN-CA: A Two-Stage Network with Channel Attention for Low-Light Image Enhancement    Xinxu Wei, Xianshi Zhang, Shisen Wang, Yanlin Huang, Yongjie Li arXiv_CV arXiv_CV  Enhancement  Pose  Image_Enhancement  Quantitative  Denoising  Attention  PDF
• 2021-10-05 Detection of blue whale vocalisations using a temporal-domain convolutional neural network    Bryan Sagredo, Sonia Español-Jiménez, Felipe Tobar arXiv_SD arXiv_SD  Pose  Detection  Object_Detection  Denoising  CNN  PDF
• 2021-10-04 Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation    Dan Yao, Stephen McLaughlin, Yoann Altmann arXiv_CV arXiv_CV  Restoration  Optimization  Regularization  Pose  Action  Compressive_Sensing  Denoising  PDF
• 2021-10-03 Adaptive Unfolding Total Variation Network for Low-Light Image Enhancement    Chuanjun Zheng, Daming Shi, Wentian Shi arXiv_CV arXiv_CV  Enhancement  Regularization  Pose  Image_Enhancement  Denoising  Inference  PDF
• 2021-10-01 Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration    Mikael Le Pendu, Christine Guillemot arXiv_CV arXiv_CV  Restoration  Optimization  Regularization  Knowledge  Pose  Denoising  CNN  PDF
• 2021-09-30 Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising    Arjun D Desai, Batu M Ozturkler, Christopher M Sandino, Shreyas Vasanawala, Brian A Hargreaves, Christopher M Re, John M Pauly, Akshay S Chaudhari arXiv_CV arXiv_CV  Reconstruction  Pose  Deep_Learning  Denoising  PDF
• 2021-09-29 Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning    Junyu Chen, Evren Asma, Chung Chan arXiv_CV arXiv_CV  Gradient_Descent  Knowledge  Pose  Denoising  CNN  PDF
• 2021-09-29 Neural Knitworks: Patched Neural Implicit Representation Networks    Mikolaj Czerkawski, Javier Cardona, Robert Atkinson, Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis arXiv_AI arXiv_AI  Inpainting  Super_Resolution  Represenation_Learning  Knowledge  Adversarial  Pose  Denoising  CNN  Prediction  PDF
• 2021-09-24 Learning-based Noise Component Map Estimation for Image Denoising    Sheyda Ghanbaralizadeh Bahnemiri, Mykola Ponomarenko, Karen Egiazarian arXiv_CV arXiv_CV  Pose  Denoising  CNN  PDF
• 2021-09-22 Noisy-to-Noisy Voice Conversion Framework with Denoising Model    Chao Xie, Yi-Chiao Wu, Patrick Lumban Tobing, Wen-Chin Huang, Tomoki Toda arXiv_SD arXiv_SD  Recognition  Speech  Pose  Denoising  Speech_Recognition  PDF
• 2021-09-22 Joint Optical Neuroimaging Denoising with Semantic Tasks    Tianfang Zhu, Yue Guan, Anan Li arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Self-Supervised  Pose  Action  Denoising  PDF
• 2021-09-20 BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese    Nguyen Luong Tran, Duong Minh Le, Dat Quoc Nguyen arXiv_CL arXiv_CL  Denoising  Summarization  PDF
• 2021-09-19 Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling    Cheng Chen, Quande Liu, Yueming Jin, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Segmentation  Unsupervised  Denoising  PDF
• 2021-09-18 FastHyMix: Fast and Parameter-free Hyperspectral Image Mixed Noise Removal    Lina Zhuang, Michael K. Ng arXiv_CV arXiv_CV  Sparse  Pose  Relation  Denoising  PDF
• 2021-09-18 DyLex: Incoporating Dynamic Lexicons into BERT for Sequence Labeling    Baojun Wang, Zhao Zhang, Kun Xu, Guang-Yuan Hao, Yuyang Zhang, Lifeng Shang, Linlin Li, Xiao Chen, Xin Jiang, Qun Liu arXiv_CL arXiv_CL  Embedding  Bert  Knowledge  Pose  Deep_Learning  Denoising  Attention  Matching  PDF
• 2021-09-16 Eformer: Edge Enhancement based Transformer for Medical Image Denoising    Achleshwar Luthra, Harsh Sulakhe, Tanish Mittal, Abhishek Iyer, Santosh Yadav arXiv_CV arXiv_CV  Transformer  Enhancement  Pose  Denoising  Attention  Medical  PDF
• 2021-09-14 Dynamic Attentive Graph Learning for Image Restoration    Chong Mou, Jian Zhang, Zhuoyuan Wu arXiv_CV arXiv_CV  Restoration  Pose  Relation  Denoising  PDF
• 2021-09-13 CPT: A Pre-Trained Unbalanced Transformerfor Both Chinese Language Understanding and Generation    Yunfan Shao, Zhichao Geng, Yitao Liu, Junqi Dai, Fei Yang, Li Zhe, Hujun Bao, Xipeng Qiu arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  Denoising  Text_Generation  Inference  Language_Model  PDF
• 2021-09-12 A Complex Constrained Total Variation Image Denoising Algorithm with Application to Phase Retrieval    Yunhui Gao, Liangcai Cao arXiv_CV arXiv_CV  Optimization  Pose  Denoising  PDF
• 2021-09-10 View Blind-spot as Inpainting: Self-Supervised Denoising with Mask Guided Residual Convolution    Yuhongze Zhou, Liguang Zhou, Tin Lun Lam, Yangsheng Xu arXiv_CV arXiv_CV  Inpainting  Self-Supervised  Pose  Denoising  Attention  CNN  PDF
• 2021-09-10 Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables    Weizhi Wang, Zhirui Zhang, Yichao Du, Boxing Chen, Jun Xie, Weihua Luo arXiv_CL arXiv_CL  Zero-Shot  Pose  NMT  Relation  Denoising  PDF
• 2021-09-08 Resolving gas bubbles ascending in liquid metal from low-SNR neutron radiography images    Mihails Birjukovs, Pavel Trtik, Anders Kaestner, Jan Hovind, Martins Klevs, Knud Thomsen, Andris Jakovics arXiv_CV arXiv_CV  Segmentation  Pose  Denoising  Recommendation  PDF
• 2021-09-06 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization    Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL  Segmentation  Sparse  Pose  Action  Denoising  Attention  Summarization  PDF
• 2021-09-06 Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study    Junhua Chen, Inigo Bermejo, Andre Dekker, Leonard Wee arXiv_CV arXiv_CV  Adversarial  Action  Deep_Learning  Denoising  Attention  GAN  Medical  Prediction  PDF
• 2021-09-05 A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement    Guochen Yu, Yutian Wang, Hui Wang, Qin Zhang, Chengshi Zheng arXiv_AI arXiv_AI  Enhancement  Adversarial  Speech  Pose  Denoising  Attention  GAN  PDF
• 2021-09-05 Automatic Online Multi-Source Domain Adaptation    Renchunzi Xie, Mahardhika Pratama arXiv_AI arXiv_AI  Knowledge  Pose  Denoising  GAN  PDF
• 2021-09-03 Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding    Yingmei Guo, Linjun Shou, Jian Pei, Ming Gong, Mingxing Xu, Zhiyong Wu, Daxin Jiang arXiv_AI arXiv_AI  Pose  Denoising  PDF
• 2021-09-02 Anatomical-Guided Attention Enhances Unsupervised PET Image Denoising Performance    Yuya Onishi, Fumio Hashimoto, Kibo Ote, Hiroyuki Ohba, Ryosuke Ota, Etsuji Yoshikawa, Yasuomi Ouchi arXiv_CV arXiv_CV  Unsupervised  3D  Restoration  Optimization  Pose  Quantitative  Denoising  Attention  CNN  PDF
• 2021-08-31 Sentence Bottleneck Autoencoders from Transformer Language Models    Ivan Montero, Nikolaos Pappas, Noah A. Smith arXiv_CL arXiv_CL  Transformer  Reconstruction  Style_Transfer  Represenation_Learning  Classification  Denoising  Language_Model  PDF
• 2021-08-29 Rethinking Deep Image Prior for Denoising    Yeonsik Jo, Se Young Chun, Jonghyun Choi arXiv_CV arXiv_CV  Optimization  Pose  Denoising  PDF
• 2021-08-28 Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging    Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan arXiv_CV arXiv_CV  Reconstruction  3D  Self-Supervised  Pose  Detection  Object_Detection  Denoising  PDF
• 2021-08-27 Deep Denoising Method for Side Scan Sonar Images without High-quality Reference Data    Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo arXiv_CV arXiv_CV  Self-Supervised  Pose  Denoising  Autonomous  PDF
• 2021-08-26 Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization    Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang arXiv_CL arXiv_CL  Transformer  Self-Supervised  Contrastive_Learning  Denoising  Summarization  PDF
• 2021-08-26 Bilateral Denoising Diffusion Models    Max W. Y. Lam, Jun Wang, Rongjie Huang, Dan Su, Dong Yu arXiv_AI arXiv_AI  Pose  Denoising  Inference  PDF
• 2021-08-24 DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising    Zhizhong Huang, Junping Zhang, Yi Zhang, Hongming Shan arXiv_CV arXiv_CV  Adversarial  Pose  Quantitative  Classification  Deep_Learning  Denoising  Attention  GAN  Medical  PDF
• 2021-08-23 SwinIR: Image Restoration Using Swin Transformer    Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV  Transformer  Reconstruction  Super_Resolution  Restoration  Pose  Action  Denoising  CNN  PDF
• 2021-08-23 SegMix: Co-occurrence Driven 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  Salient  Adversarial  Denoising  CNN  Inference  Prediction  PDF
• 2021-08-22 Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks    Venkatakrishnan Sutharsan, Alagappan Swaminathan, Saisrinivasan Ramachandran, Madan Kumar Lakshmanan, Balaji Mahadevan arXiv_AI arXiv_AI  Pose  Classification  Relation  Denoising  Medical  Activity  CNN  PDF
• 2021-08-18 Deep Reparametrization of Multi-Frame Super-Resolution and Denoising    Goutam Bhat, Martin Danelljan, Fisher Yu, Luc Van Gool, Radu Timofte arXiv_CV arXiv_CV  Super_Resolution  Restoration  Pose  Deep_Learning  Denoising  Prediction  PDF
• 2021-08-18 Thermal Image Processing via Physics-Inspired Deep Networks    Vishwanath Saragadam, Akshat Dave, Ashok Veeraraghavan, Richard Baraniuk arXiv_CV arXiv_CV  Image_Caption  Super_Resolution  Denoising  PDF
• 2021-08-17 spectrai: A deep learning framework for spectral data    Conor C. Horgan, Mads S. Bergholt arXiv_CV arXiv_CV  Segmentation  Super_Resolution  Face  Classification  Deep_Learning  Denoising  PDF
• 2021-08-16 End-to-End Adaptive Monte Carlo Denoising and Super-Resolution    Xinyue Wei, Haozhi Huang, Yujin Shi, Hongliang Yuan, Li Shen, Jue Wang arXiv_CV arXiv_CV  Super_Resolution  Pose  Denoising  PDF
• 2021-08-15 ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection    Jihan Yang, Shaoshuai Shi, Zhe Wang, Hongsheng Li, Xiaojuan Qi arXiv_AI arXiv_AI  Unsupervised  3D  Pose  Detection  Object_Detection  Denoising  PDF
• 2021-08-14 High-dimensional Assisted Generative Model for Color Image Restoration    Kai Hong, Chunhua Wu, Cailian Yang, Minghui Zhang, Yancheng Lu, Yuhao Wang, Qiegen Liu arXiv_CV arXiv_CV  Unsupervised  Inpainting  Restoration  Pose  Deep_Learning  Denoising  Matching  PDF
• 2021-08-11 Learning Fair Face Representation With Progressive Cross Transformer    Yong Li, Yufei Sun, Zhen Cui, Shiguang Shan, Jian Yang arXiv_CV arXiv_CV  Transformer  Recognition  Pose  Face  Classification  Face_Recognition  Denoising  Attention  CNN  PDF
• 2021-08-06 ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models    Jooyoung Choi, Sungwon Kim, Yonghyun Jeong, Youngjune Gwon, Sungroh Yoon arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2021-08-04 Physics-based Noise Modeling for Extreme Low-light Photography    Kaixuan Wei, Ying Fu, Yinqiang Zheng, Jiaolong Yang arXiv_CV arXiv_CV  Pose  Denoising  CNN  PDF
• 2021-08-04 An Operator-Splitting Method for the Gaussian Curvature Regularization Model with Applications in Surface Smoothing and Imaging    Hao Liu, Xue-Cheng Tai, Roland Glowinski arXiv_CV arXiv_CV  Optimization  Regularization  Pose  Face  Action  Denoising  PDF
• 2021-08-04 PARADISE: Exploiting Parallel Data for Multilingual Sequence-to-Sequence Pretraining    Machel Reid, Mikel Artetxe arXiv_CL arXiv_CL  Action  Denoising  Inference  PDF
• 2021-08-04 Blind and neural network-guided convolutional beamformer for joint denoising, dereverberation, and source separation    Tomohiro Nakatani, Rintaro Ikeshita, Keisuke Kinoshita, Hiroshi Sawada, Shoko Araki arXiv_SD arXiv_SD  Recognition  Optimization  Speech  Pose  Action  Denoising  Speech_Recognition  CNN  PDF
• 2021-08-03 Del-Net: A Single-Stage Network for Mobile Camera ISP    Saumya Gupta, Diplav Srivastava, Umang Chaturvedi, Anurag Jain, Gaurav Khandelwal arXiv_CV arXiv_CV  Reconstruction  Enhancement  Super_Resolution  Pose  Deep_Learning  Denoising  Attention  CNN  PDF
• 2021-08-03 Toward Spatially Unbiased Generative Models    Jooyoung Choi, Jungbeom Lee, Yonghyun Jeong, Sungroh Yoon arXiv_CV arXiv_CV  Pose  Denoising  GAN  PDF
• 2021-08-01 CERL: A Unified Optimization Framework for Light Enhancement with Realistic Noise    Zeyuan Chen, Yifan Jiang, Dong Liu, Zhangyang Wang arXiv_CV arXiv_CV  Enhancement  Optimization  Self-Supervised  Quantitative  Denoising  PDF
• 2021-08-01 Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning    Chiyu Zhang, Muhammad Abdul-Mageed, AbdelRahim Elmadany, El Moatez Billah Nagoudi arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Pose  Detection  Few-Shot  Denoising  Language_Model  PDF
• 2021-07-31 DCT2net: an interpretable shallow CNN for image denoising    Sébastien Herbreteau, Charles Kervrann arXiv_CV arXiv_CV  Gradient_Descent  3D  Pose  Denoising  CNN  PDF
• 2021-07-27 Adaptive Denoising via GainTuning    Sreyas Mohan, Joshua L. Vincent, Ramon Manzorro, Peter A. Crozier, Eero P. Simoncelli, Carlos Fernandez-Granda arXiv_CV arXiv_CV  Pose  Denoising  CNN  PDF
• 2021-07-25 Denoising and Segmentation of Epigraphical Scripts    P Preethi, Hrishikesh Viswanath arXiv_CV arXiv_CV  Segmentation  Recognition  Text_Classification  Classification  Denoising  PDF
• 2021-07-23 Score-Based Point Cloud Denoising    Shitong Luo, Wei Hu arXiv_CV arXiv_CV  Reconstruction  Point_Cloud  Pose  Face  Denoising  PDF
• 2021-07-20 Large-scale graph representation learning with very deep GNNs and self-supervision    Ravichandra Addanki, Peter W. Battaglia, David Budden, Andreea Deac, Jonathan Godwin, Thomas Keck, Wai Lok Sibon Li, Alvaro Sanchez-Gonzalez, Jacklynn Stott, Shantanu Thakoor, Petar Veličković arXiv_AI arXiv_AI  Represenation_Learning  Self-Supervised  Denoising  PDF
• 2021-07-19 Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages    Dana Ruiter, Dietrich Klakow, Josef van Genabith, Cristina España-Bonet arXiv_CL arXiv_CL  Unsupervised  Self-Supervised  NMT  Denoising  PDF
• 2021-07-16 Efficient automated U-Net based tree crown delineation using UAV multi-spectral imagery on embedded devices    Kostas Blekos, Stavros Nousias, Aris S Lalos arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Denoising  Inference  PDF
• 2021-07-14 HTLM: Hyper-Text Pre-Training and Prompting of Language Models    Armen Aghajanyan, Dmytro Okhonko, Mike Lewis, Mandar Joshi, Hu Xu, Gargi Ghosh, Luke Zettlemoyer arXiv_CL arXiv_CL  Zero-Shot  Classification  Denoising  Summarization  Language_Model  PDF
• 2021-07-14 Meta-Optimization of Deep CNN for Image Denoising Using LSTM    Basit O. Alawode, Motaz Alfarraj arXiv_AI arXiv_AI  Gradient_Descent  Enhancement  Optimization  RNN  Deep_Learning  Denoising  CNN  PDF
• 2021-07-14 AdvFilter: Predictive Perturbation-aware Filtering against Adversarial Attack via Multi-domain Learning    Yihao Huang, Qing Guo, Felix Juefei-Xu, Lei Ma, Weikai Miao, Yang Liu, Geguang Pu arXiv_CV arXiv_CV  Enhancement  Restoration  Adversarial  Pose  Denoising  PDF
• 2021-07-12 Detect and Defense Against Adversarial Examples in Deep Learning using Natural Scene Statistics and Adaptive Denoising    Anouar Kherchouche, Sid Ahmed Fezza, Wassim Hamidouche arXiv_CV arXiv_CV  3D  Adversarial  Pose  Deep_Learning  Detection  Object_Detection  Denoising  CNN  Matching  PDF
• 2021-07-12 Denoising User-aware Memory Network for Recommendation    Zhi Bian, Shaojun Zhou, Hao Fu, Qihong Yang, Zhenqi Sun, Junjie Tang, Guiquan Liu, Kaikui Liu, Xiaolong Li arXiv_AI arXiv_AI  Pose  Action  Denoising  Attention  Recommendation  PDF
• 2021-07-12 R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery    Rongkai Zhang, Jiang Zhu, Zhiyuan Zha, Justin Dauwels, Bihan Wen arXiv_CV arXiv_CV  NAS  Reinforcement_Learning  Restoration  RNN  Pose  Denoising  PDF
• 2021-07-12 Project Achoo: A Practical Model and Application for COVID-19 Detection from Recordings of Breath, Voice, and Cough    Alexander Ponomarchuk, Ilya Burenko, Elian Malkin, Ivan Nazarov, Vladimir Kokh, Manvel Avetisian, Leonid Zhukov arXiv_SD arXiv_SD  Pose  Classification  Deep_Learning  Detection  Denoising  PDF
• 2021-07-11 Details Preserving Deep Collaborative Filtering-Based Method for Image Denoising    Basit O. Alawode, Mudassir Masood, Tarig Ballal, Tareq Al-Naffouri arXiv_CV arXiv_CV  Sparse  Pose  Quantitative  Denoising  PDF
• 2021-07-10 Dense-Sparse Deep CNN Training for Image Denoising    Basit O. Alawode, Mudassir Masood, Tarig Ballal, Tareq Al-Naffouri arXiv_AI arXiv_AI  3D  Sparse  Regularization  Deep_Learning  Denoising  CNN  PDF
• 2021-07-09 Retinal OCT Denoising with Pseudo-Multimodal Fusion Network    Dewei Hu, Joseph D. Malone, Yigit Atay, Yuankai K. Tao, Ipek Oguz arXiv_CV arXiv_CV  Pose  Denoising  PDF
• 2021-07-09 Wavelet Transform-assisted Adaptive Generative Modeling for Colorization    Jin Li, Wanyun Li, Zichen Xu, Yuhao Wang, Qiegen Liu arXiv_CV arXiv_CV  Unsupervised  Optimization  Adversarial  Pose  Deep_Learning  Denoising  Matching  PDF
• 2021-07-07 Structured Denoising Diffusion Models in Discrete State-Spaces    Jacob Austin, Daniel Johnson, Jonathan Ho, Danny Tarlow, Rianne van den Berg arXiv_AI arXiv_AI  Embedding  Denoising  Text_Generation  PDF
• 2021-07-02 On Measuring and Controlling the Spectral Bias of the Deep Image Prior    Zenglin Shi, Pascal Mettes, Subhransu Maji, Cees G. M. Snoek arXiv_CV arXiv_CV  Inpainting  Super_Resolution  Restoration  Optimization  Pose  Denoising  PDF
• 2021-07-02 Deep Mesh Prior: Unsupervised Mesh Restoration using Graph Convolutional Networks    Shota Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki arXiv_CV arXiv_CV  Unsupervised  Restoration  Pose  Denoising  CNN  PDF
• 2021-06-30 DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement    Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani arXiv_SD arXiv_SD  Enhancement  Speech  Denoising  Attention  Prediction  PDF
• 2021-06-29 Uncertainty-Guided Progressive GANs for Medical Image Translation    Uddeshya Upadhyay, Yanbei Chen, Tobias Hepp, Sergios Gatidis, Zeynep Akata arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  Denoising  Attention  GAN  Medical  Prediction  PDF
• 2021-06-28 Progressive Joint Low-light Enhancement and Noise Removal for Raw Images    Yucheng Lu, Seung-Won Jung arXiv_CV arXiv_CV  Enhancement  Restoration  Pose  Denoising  PDF
• 2021-06-28 R2RNet: Low-light Image Enhancement via Real-low to Real-normal Network    Jiang Hai, Zhu Xuan, Ren Yang, Yutong Hao, Fengzhu Zou, Fang Lin, Songchen Han arXiv_CV arXiv_CV  Face_Detection  Enhancement  Pose  Image_Enhancement  Face  Quantitative  Detection  Denoising  PDF
• 2021-06-24 ChaLearn Looking at People: Inpainting and Denoising challenges    Sergio Escalera, Marti Soler, Stephane Ayache, Umut Guclu, Jun Wan, Meysam Madadi, Xavier Baro, Hugo Jair Escalante, Isabelle Guyon arXiv_CV arXiv_CV  Inpainting  Pose_Estimation  Pose  Denoising  PDF
• 2021-06-24 Symmetric Wasserstein Autoencoders    Sun Sun, Hongyu Guo arXiv_AI arXiv_AI  Reconstruction  Pose  Classification  Denoising  PDF
• 2021-06-24 Fast Monte Carlo Rendering via Multi-Resolution Sampling    Qiqi Hou, Zhan Li, Carl S Marshall, Selvakumar Panneer, Feng Liu arXiv_CV arXiv_CV  Super_Resolution  Denoising  CNN  PDF
• 2021-06-24 A Simultaneous Denoising and Dereverberation Framework with Target Decoupling    Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li arXiv_SD arXiv_SD  Optimization  Speech  Pose  Denoising  PDF
• 2021-06-23 Multi-modal and frequency-weighted tensor nuclear norm for hyperspectral image denoising    Sheng Liu, Xiaozhen Xie, Wenfeng Kong, Jifeng Ning arXiv_CV arXiv_CV  Pose  Relation  Denoising  PDF
• 2021-06-23 Deep unsupervised 3D human body reconstruction from a sparse set of landmarks    Meysam Madadi, Hugo Bertiche, Sergio Escalera arXiv_CV arXiv_CV  Reconstruction  Unsupervised  3D  Sparse  Pose  Face  Denoising  Attention  PDF
• 2021-06-23 Deformed2Self: Self-Supervised Denoising for Dynamic Medical Imaging    Junshen Xu, Elfar Adalsteinsson arXiv_CV arXiv_CV  Transformer  Unsupervised  Self-Supervised  Pose  Deep_Learning  Relation  Denoising  Medical  Inference  PDF
• 2021-06-19 Multi-Contextual Design of Convolutional Neural Network for Steganalysis    Brijesh Singh, Arijit Sur, Pinaki Mitra arXiv_CV arXiv_CV  Embedding  Sparse  Pose  Classification  Deep_Learning  Denoising  Attention  GAN  CNN  PDF
• 2021-06-18 Direct Reconstruction of Linear Parametric Images from Dynamic PET Using Nonlocal Deep Image Prior    Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Pose  Deep_Learning  Denoising  GAN  Medical  PDF
• 2021-06-18 Residual Contrastive Learning for Joint Demosaicking and Denoising    Nanqing Dong, Matteo Maggioni, Yongxin Yang, Eduardo Pérez-Pellitero, Ales Leonardis, Steven McDonagh arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Contrastive_Learning  Denoising  PDF
• 2021-06-18 Patch-Based Image Restoration using Expectation Propagation    Dan Yao, Stephen McLaughlin, Yoann Altmann arXiv_CV arXiv_CV  Inpainting  Restoration  Denoising  Inference  PDF
• 2021-06-17 Controllable Confidence-Based Image Denoising    Haley Owsianko, Florian Cassayre, Qiyuan Liang arXiv_CV arXiv_CV  Restoration  Pose  Deep_Learning  Denoising  PDF
• 2021-06-17 Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model    Wenkai Zhang, Hongyu Lin, Xianpei Han, Le Sun, Huidan Liu, Zhicheng Wei, Nicholas Jing Yuan arXiv_CL arXiv_CL  Recognition  Pose  Denoising  PDF
• 2021-06-16 Exploring the Loss Landscape in Neural Architecture Search    Colin White, Sam Nolen, Yash Savani arXiv_CV arXiv_CV  NAS  Denoising  PDF
• 2021-06-14 Non Gaussian Denoising Diffusion Models    Eliya Nachmani, Robin San Roman, Lior Wolf arXiv_AI arXiv_AI  Speech  Denoising  PDF
• 2021-06-14 Audio Attacks and Defenses against AED Systems - A Practical Study    Rodrigo dos Santos, Shirin Nilizadeh arXiv_AI arXiv_AI  Adversarial  Deep_Learning  Detection  Denoising  PDF
• 2021-06-14 SinIR: Efficient General Image Manipulation with Single Image Reconstruction    Jihyeong Yoo, Qifeng Chen arXiv_CV arXiv_CV  Reconstruction  Style_Transfer  Super_Resolution  Pose  Quantitative  Denoising  GAN  PDF
• 2021-06-13 Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images    Kwanyoung Kim, Jong Chul Ye arXiv_CV arXiv_CV  Self-Supervised  Denoising  PDF
• 2021-06-13 Inverting Adversarially Robust Networks for Image Synthesis    Renan A. Rojas-Gomez, Raymond A. Yeh, Minh N. Do, Anh Nguyen arXiv_CV arXiv_CV  Reconstruction  Style_Transfer  Restoration  Optimization  Adversarial  Pose  Detection  Denoising  PDF
• 2021-06-12 D2C: Diffusion-Denoising Models for Few-shot Conditional Generation    Abhishek Sinha, Jiaming Song, Chenlin Meng, Stefano Ermon arXiv_AI arXiv_AI  Self-Supervised  Few-Shot  Denoising  GAN  PDF
• 2021-06-11 PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven Adaptive Prior    Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu arXiv_SD arXiv_SD  Pose  Denoising  PDF
• 2021-06-11 Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment    Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei arXiv_CL arXiv_CL  Denoising  Language_Model  Prediction  PDF
• 2021-06-10 Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks    Lizy Kanungo, Nikhil Garg, Anish Bhobe, Smit Rajguru, Veeky Baths arXiv_AI arXiv_AI  Optimization  Pose  Face  Action  Relation  Denoising  PDF
• 2021-06-09 Crosslingual Embeddings are Essential in UNMT for Distant Languages: An English to IndoAryan Case Study    Tamali Banerjee, Rudra Murthy V, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Embedding  Unsupervised  Pose  NMT  Denoising  PDF
• 2021-06-09 Deep Interaction between Masking and Mapping Targets for Single-Channel Speech Enhancement    Lu Zhang, Mingjiang Wang, Zehua Zhang, Xuyi Zhuang arXiv_SD arXiv_SD  Enhancement  Speech  Pose  Action  Denoising  Attention  CNN  PDF
• 2021-06-08 TED-net: Convolution-free T2T Vision Transformer-based Encoder-decoder Dilation network for Low-dose CT Denoising    Dayang Wang, Zhan Wu, Hengyong Yu arXiv_CV arXiv_CV  Transformer  Pose  Action  Deep_Learning  Denoising  PDF
• 2021-06-07 MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift    Siddharth Bhatia, Arjit Jain, Shivin Srivastava, Kenji Kawaguchi, Bryan Hooi arXiv_AI arXiv_AI  Unsupervised  Pose  Detection  Denoising  PDF
• 2021-06-07 Recovery Analysis for Plug-and-Play Priors using the Restricted Eigenvalue Condition    Jiaming Liu, M. Salman Asif, Brendt Wohlberg, Ulugbek S. Kamilov arXiv_CV arXiv_CV  Regularization  Compressive_Sensing  Denoising  PDF
• 2021-06-06 Uformer: A General U-Shaped Transformer for Image Restoration    Zhendong Wang, Xiaodong Cun, Jianmin Bao, Jianzhuang Liu arXiv_CV arXiv_CV  Transformer  Restoration  Denoising  Attention  PDF
• 2021-06-05 Denoising Word Embeddings by Averaging in a Shared Space    Avi Caciularu, Ido Dagan, Jacob Goldberger arXiv_CL arXiv_CL  Embedding  OCR  Denoising  PDF
• 2021-06-03 Language Embeddings for Typology and Cross-lingual Transfer Learning    Dian Yu, Taiqi He, Kenji Sagae arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Zero-Shot  Relation  Denoising  Inference  PDF
• 2021-06-03 Denoising and Optical and SAR Image Classifications Based on Feature Extraction and Sparse Representation    Battula Balnarsaiah, G Rajitha arXiv_CV arXiv_CV  Sparse  Action  Classification  Relation  Denoising  Image_Classification  PDF
• 2021-06-03 Semi-supervised Conditional Density Estimation for Imputation and Classification of Incomplete Instances    Buliao Huang arXiv_AI arXiv_AI  Pose  Classification  Denoising  PDF
• 2021-06-03 ZmBART: An Unsupervised Cross-lingual Transfer Framework for Language Generation    Kaushal Kumar Maurya, Maunendra Sankar Desarkar, Yoshinobu Kano, Kumari Deepshikha arXiv_AI arXiv_AI  Unsupervised  Zero-Shot  Pose  Relation  Few-Shot  Denoising  Summarization  PDF
• 2021-06-02 Unsharp Mask Guided Filtering    Zenglin Shi, Yunlu Chen, Efstratios Gavves, Pascal Mettes, Cees G.M. Snoek arXiv_CV arXiv_CV  Enhancement  Pose  Denoising  PDF
• 2021-06-01 HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations    Weixin Liang, Kai-Hui Liang, Zhou Yu arXiv_CL arXiv_CL  Pose  Detection  Object_Detection  Denoising  PDF
• 2021-05-31 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data    Wei-Jen Ko, Ahmed El-Kishky, Adithya Renduchintala, Vishrav Chaudhary, Naman Goyal, Francisco Guzmán, Pascale Fung, Philipp Koehn, Mona Diab arXiv_CL arXiv_CL  Adversarial  NMT  Denoising  PDF
• 2021-05-31 Low-Dose CT Denoising Using a Structure-Preserving Kernel Prediction Network    Lu Xu, Yuwei Zhang, Ying Liu, Daoye Wang, Mu Zhou, Jimmy Ren, Zhaoxiang Ye arXiv_CV arXiv_CV  Optimization  Pose  Denoising  Prediction  PDF
• 2021-05-29 Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis    Yang He, Ning Yu, Margret Keuper, Mario Fritz arXiv_CV arXiv_CV  Super_Resolution  Pose  Detection  Denoising  GAN  PDF
• 2021-05-29 Representation Learning in Continuous-Time Score-Based Generative Models    Korbinian Abstreiter, Stefan Bauer, Arash Mehrjou arXiv_CV arXiv_CV  Represenation_Learning  Adversarial  Denoising  GAN  Matching  PDF
• 2021-05-28 3D U-NetR: Low Dose Computed Tomography Reconstruction via Deep Learning and 3 Dimensional Convolutions    Doga Gunduzalp, Batuhan Cengiz, Mehmet Ozan Unal, Isa Yildirim arXiv_CV arXiv_CV  Reconstruction  3D  Sparse  Pose  Quantitative  Deep_Learning  Relation  Denoising  Medical  PDF
• 2021-05-28 Gotta Go Fast When Generating Data with Score-Based Models    Alexia Jolicoeur-Martineau, Ke Li, Rémi Piché-Taillefer, Tal Kachman, Ioannis Mitliagkas arXiv_CV arXiv_CV  Denoising  PDF
• 2021-05-28 On Hamilton-Jacobi PDEs and image denoising models with certain non-additive noise    Jérôme Darbon, Tingwei Meng, Elena Resmerita arXiv_CV arXiv_CV  Optimization  Denoising  PDF
• 2021-05-28 DiffSVC: A Diffusion Probabilistic Model for Singing Voice Conversion    Songxiang Liu, Yuewen Cao, Dan Su, Helen Meng arXiv_CL arXiv_CL  Pose  Action  Denoising  PDF
• 2021-05-27 HDRUNet: Single Image HDR Reconstruction with Denoising and Dequantization    Xiangyu Chen, Yihao Liu, Zhengwen Zhang, Yu Qiao, Chao Dong arXiv_CV arXiv_CV  Reconstruction  Quantization  Pose  Quantitative  Denoising  PDF
• 2021-05-26 Compensating class imbalance for acoustic chimpanzee detection with convolutional recurrent neural networks    Franz Anders, Ammie K. Kalan, Hjalmar S. Kühl, Mirco Fuchs arXiv_SD arXiv_SD  RNN  Detection  Denoising  CNN  PDF
• 2021-05-26 Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services    Jinyu Tian, Jiantao Zhou, Jia Duan arXiv_AI arXiv_AI  Pose  Classification  Denoising  CNN  PDF
• 2021-05-25 Learning a Model-Driven Variational Network for Deformable Image Registration    Xi Jia, Alexander Thorley, Wei Chen, Huaqi Qiu, Linlin Shen, Iain B Styles, Hyung Jin Chang, Ales Leonardis, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Jinming Duan arXiv_CV arXiv_CV  Unsupervised  3D  Optimization  Pose  Deep_Learning  Denoising  Inference  PDF
• 2021-05-25 Hyperspectral Image Denoising with Log-Based Robust PCA    Yang Liu, Qian Zhang, Yongyong Chen, Qiang Cheng, Chong Peng arXiv_CV arXiv_CV  Sparse  Pose  Denoising  PDF
• 2021-05-25 RNNoise-Ex: Hybrid Speech Enhancement System based on RNN and Spectral Features    Constantine C. Doumanidis (1), Christina Anagnostou (1), Evangelia-Sofia Arvaniti (1), Anthi Papadopoulou (1) ((1) Aristotle University of Thessaloniki) arXiv_SD arXiv_SD  Enhancement  RNN  Speech  Deep_Learning  Denoising  PDF
• 2021-05-25 High-Frequency aware Perceptual Image Enhancement    Hyungmin Roh, Myungjoo Kang arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Adversarial  Pose  Image_Enhancement  Denoising  PDF
• 2021-05-24 Real-time Human Action Recognition Using Locally Aggregated Kinematic-Guided Skeletonlet and Supervised Hashing-by-Analysis Model    Bin Sun, Dehui Kong, Shaofan Wang, Lichun Wang, Baocai Yin arXiv_CV arXiv_CV  Recognition  3D  Sparse  Pose  Action_Recognition  Action  Classification  Denoising  PDF
• 2021-05-24 Distantly-Supervised Long-Tailed Relation Extraction Using Constraint Graphs    Tianming Liang, Yang Liu, Xiaoyan Liu, Gaurav Sharma, Maozu Guo arXiv_CL arXiv_CL  Represenation_Learning  Pose  Action  Relation  Relation_Extraction  Denoising  Attention  PDF
• 2021-05-23 FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise    Jaeseok Byun, Sungmin Cha, Taesup Moon arXiv_CV arXiv_CV  Pose  Denoising  Inference  PDF
• 2021-05-23 SSCAN: A Spatial-spectral Cross Attention Network for Hyperspectral Image Denoising    Zhiqiang Wang, Zhenfeng Shao, Xiao Huang, Jiaming Wang, Tao Lu, Sihang Zhang arXiv_CV arXiv_CV  Pose  Action  Deep_Learning  Relation  Denoising  Attention  PDF
• 2021-05-22 Denoising Noisy Neural Networks: A Bayesian Approach with Compensation    Yulin Shao, Soung Chang Liew, Deniz Gunduz arXiv_CV arXiv_CV  Bert  Denoising  Inference  PDF
• 2021-05-21 LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond    Wenbo Li, Kun Zhou, Lu Qi, Nianjuan Jiang, Jiangbo Lu, Jiaya Jia arXiv_CV arXiv_CV  Super_Resolution  Restoration  Face  Deep_Learning  Denoising  PDF
• 2021-05-20 Multi-Perspective Anomaly Detection    Manav Madan, Peter Jakob, Tobias Schmid-Schirling, Abhinav Valada arXiv_AI arXiv_AI  Knowledge  Pose  Classification  Detection  Denoising  PDF
• 2021-05-20 Probabilistic and Variational Recommendation Denoising    Yu Wang, Xin Xin, Zaiqiao Meng, Xiangnan He, Joemon Jose, Fuli Feng arXiv_AI arXiv_AI  Pose  Denoising  Inference  Prediction  Recommendation  PDF
• 2021-05-19 End-to-End Unsupervised Document Image Blind Denoising    Mehrdad J Gangeh, Marcin Plata, Hamid Motahari, Nigel P Duffy arXiv_CV arXiv_CV  Unsupervised  Recognition  OCR  Optical_Character  Pose  Deep_Learning  Denoising  PDF
• 2021-05-18 Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement    Lorenz K. Muller arXiv_CV arXiv_CV  Enhancement  Super_Resolution  Pose  Image_Enhancement  Denoising  CNN  PDF
• 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
• 2021-05-17 Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report    Andrey Ignatov, Kim Byeoung-su, Radu Timofte, Angeline Pouget, Fenglong Song, Cheng Li, Shuai Xiao, Zhongqian Fu, Matteo Maggioni, Yibin Huang, Shen Cheng, Xin Lu, Yifeng Zhou, Liangyu Chen, Donghao Liu, Xiangyu Zhang, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Minsu Kwon, Myungje Lee, Jaeyoon Yoo, Changbeom Kang, Shinjo Wang, Bin Huang, Tianbao Zhou, Shuai Liu, Lei Lei, Chaoyu Feng, Liguang Huang, Zhikun Lei, Feifei Chen arXiv_CV arXiv_CV  Pose  Deep_Learning  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