Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025

3 January 2025

Papers citing "Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion"

49 / 49 papers shown

Title
Diffusion-Guided Knowledge Distillation for Weakly-Supervised Low-Light Semantic Segmentation Chunyan Wang Dong Zhang Jinhui Tang DiffM 306 0 0 10 Jul 2025
Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement Qingshan Hou Peng Cao Jia-Qing Wang Xiaoli Liu Jinzhu Yang Osmar R. Zaiane 121 2 0 17 Jan 2023
Federated Domain Generalization for Image Recognition via Cross-Client Style TransferIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Junming Chen Meirui Jiang Qianming Dou Qifeng Chen FedML OOD 124 64 0 03 Oct 2022
Deep Semantic Statistics Matching (D2SM) Denoising NetworkEuropean Conference on Computer Vision (ECCV), 2022 Kangfu Mei Vishal M. Patel Rui Huang DiffM 177 8 0 19 Jul 2022
Prompt-aligned Gradient for Prompt TuningIEEE International Conference on Computer Vision (ICCV), 2022 B. Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 662 412 0 30 May 2022
Residual Local Feature Network for Efficient Super-Resolution Fang Kong Mingxi Li Songwei Liu Ding Liu Jingwen He Yang Bai Fangmin Chen Xing Mei SupR 154 216 0 16 May 2022
NAFSSR: Stereo Image Super-Resolution Using NAFNet Xiaojie Chu Liangyu Chen Wenqing Yu SupR 201 150 0 19 Apr 2022
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-ResolutionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Mariana-Iuliana Georgescu Radu Tudor Ionescu A. Miron O. Savencu Nicolae-Cătălin Ristea N. Verga Fahad Shahbaz Khan SupR 143 75 0 08 Apr 2022
Supervision by Denoising for Medical Image SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Sean I. Young Adrian Dalca Enzo Ferrante Polina Golland Christopher A. Metzler Bruce Fischl Juan Eugenio Iglesias 191 6 0 07 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 272 922 0 24 Jan 2022
Automated Pulmonary Embolism Detection from CTPA Images Using an End-to-End Convolutional Neural NetworkInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019 Yi Lin Jianchao Su Xiang-Bin Wang Xiang-Yang Li Jingen Liu K. Cheng Xin Yang 132 15 0 10 Nov 2021
Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification S. Graham Mostafa Jahanifar A. Azam M. Nimir Yee Wah Tsang ... S. Raza H. Eldaly K. Gopalakrishnan David R. J. Snead Nasir M. Rajpoot 267 165 0 25 Aug 2021
Self-Regulation for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Zhangfu Dong Zhang Hanwang T. Jinhui Huang Xiansheng Sun Qianru 186 39 0 22 Aug 2021
From Show to Tell: A Survey on Deep Learning-based Image CaptioningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Matteo Stefanini Marcella Cornia Lorenzo Baraldi S. Cascianelli G. Fiameni Rita Cucchiara 3DV VLM MLLM 379 343 0 14 Jul 2021
Future Frame Prediction for Robot-assisted SurgeryInformation Processing in Medical Imaging (IPMI), 2021 Xiaojie Gao Yueming Jin Zixu Zhao Qi Dou Pheng-Ann Heng MedIm 169 14 0 18 Mar 2021
On The Effect of Auxiliary Tasks on Representation DynamicsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Clare Lyle Mark Rowland Georg Ostrovski Will Dabney 140 75 0 25 Feb 2021
A Survey on Visual TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Kai Han Yunhe Wang Hanting Chen Xinghao Chen Jianyuan Guo ... Chunjing Xu Yixing Xu Zhaohui Yang Yiman Zhang Dacheng Tao ViT 933 2,975 0 23 Dec 2020
Auxiliary Task Reweighting for Minimum-data LearningNeural Information Processing Systems (NeurIPS), 2020 Baifeng Shi Judy Hoffman Kate Saenko Trevor Darrell Huijuan Xu MoMe 168 37 0 16 Oct 2020
Causal Intervention for Weakly-Supervised Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2020 Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun CML ISeg 286 514 0 26 Sep 2020
COVID-CT-Dataset: A CT Scan Dataset about COVID-19 Xingyi Yang Xuehai He Jinyu Zhao Yichen Zhang Shanghang Zhang P. Xie 277 889 0 30 Mar 2020
Gradient Surgery for Multi-Task LearningNeural Information Processing Systems (NeurIPS), 2020 Tianhe Yu Saurabh Kumar Abhishek Gupta Sergey Levine Karol Hausman Chelsea Finn 681 1,486 0 19 Jan 2020
PyTorch: An Imperative Style, High-Performance Deep Learning LibraryNeural Information Processing Systems (NeurIPS), 2019 Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 956 48,192 0 03 Dec 2019
Exploring Simple and Transferable Recognition-Aware Image ProcessingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Zhuang Liu H. Wang Tinghui Zhou Zhiqiang Shen Bingyi Kang Evan Shelhamer Trevor Darrell 251 11 0 21 Oct 2019
Joint Learning of Saliency Detection and Weakly Supervised Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2019 Yu Zeng Yunzhi Zhuge Huchuan Lu Lihe Zhang 175 188 0 09 Sep 2019
Auxiliary Learning for Deep Multi-task Learning Yifan Liu Bohan Zhuang Chunhua Shen Hao Chen Wei Yin MoE 120 10 0 05 Sep 2019
What Makes Training Multi-Modal Classification Networks Hard?Computer Vision and Pattern Recognition (CVPR), 2019 Weiyao Wang Du Tran Matt Feiszli 506 556 0 29 May 2019
Segmentation-Aware Image Denoising without Knowing True Segmentation Sicheng Wang Bihan Wen Junru Wu Dacheng Tao Zinan Lin DiffM 156 17 0 22 May 2019
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella V. Rotemberg P. Tschandl M. E. Celebi Stephen W. Dusza ... Aadi Kalloo Konstantinos Liopyris Michael Marchetti Harald Kittler Allan Halpern 404 1,499 0 09 Feb 2019
Self-Supervised Generalisation with Meta Auxiliary Learning Shikun Liu Andrew J. Davison Edward Johns SSL OOD 284 173 0 25 Jan 2019
Adapting Auxiliary Losses Using Gradient Similarity Yunshu Du Wojciech M. Czarnecki Siddhant M. Jayakumar Mehrdad Farajtabar Razvan Pascanu Balaji Lakshminarayanan 356 169 0 05 Dec 2018
Gradient Harmonized Single-stage Detector Buyu Li Yu Liu Xiaogang Wang ObjD 183 568 0 13 Nov 2018
Multi-Task Learning as Multi-Objective Optimization Ozan Sener V. Koltun 485 1,510 0 10 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 403 1,523 0 19 Sep 2018
Joint Learning of Intrinsic Images and Semantic Segmentation A. S. Baslamisli Thomas T. Groenestege P. Das Hoàng-Ân Lê Sezer Karaoglu Theo Gevers 128 67 0 31 Jul 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 625 7,618 0 18 Jul 2018
Auxiliary Tasks in Multi-task Learning Lukas Liebel Marco Körner SSL 225 292 0 16 May 2018
Visual Interpretability for Deep Learning: a Survey Quanshi Zhang Song-Chun Zhu FaML HAI 332 877 0 02 Feb 2018
Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser Fangzhou Liao Ming Liang Yinpeng Dong Tianyu Pang Xiaolin Hu Jun Zhu 388 981 0 08 Dec 2017
Classification Driven Dynamic Image Enhancement Vivek Sharma Ali Diba D. Neven M. S. Brown Luc Van Gool Rainer Stiefelhagen 184 69 0 20 Oct 2017
NIMA: Neural Image Assessment Hossein Talebi P. Milanfar 3DH 371 1,044 0 15 Sep 2017
Medical Image Analysis using Convolutional Neural Networks: A Review Syed Muhammad Anwar Muhammad Majid A. Qayyum Muhammad Awais M. Alnowami Muhammad Khurram Khan MedIm 241 1,167 0 04 Sep 2017
Deep Learning for Medical Image Analysis Mina Rezaei Haojin Yang Christoph Meinel 246 2,364 0 17 Aug 2017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 1.1K 11,576 0 15 Sep 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 1.1K 40,492 0 20 May 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 613 10,980 0 27 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 3.6K 215,113 0 10 Dec 2015
DeepSaliency: Multi-Task Deep Neural Network Model for Salient Object Detection Xi Li Liming Zhao Lina Wei Ming-Hsuan Yang Leilei Gan Yueting Zhuang Haibin Ling Jingdong Wang 229 507 0 19 Oct 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.9K 88,192 0 18 May 2015
Adam: A Method for Stochastic OptimizationInternational Conference on Learning Representations (ICLR), 2014 Diederik P. Kingma Jimmy Ba ODL 4.5K 160,594 0 22 Dec 2014