Aishik Konwer

According to our database, Aishik Konwer authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MetaStain: Stain-Generalizable Meta-learning for Cell Segmentation and Classification with Limited Exemplars.

Aishik Konwer, Prateek Prasanna

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

MagNET: Modality-Agnostic Network for Brain Tumor Segmentation and Characterization with Missing Modalities.

Aishik Konwer, Chao Chen, Prateek Prasanna

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation.

Aishik Konwer, Xiaoling Hu, Joseph Bae, Xuan Xu, Chao Chen, Prateek Prasanna

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Clinical outcome prediction in COVID-19 using self-supervised vision transformer representations.

Aishik Konwer, Prateek Prasanna

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations.

Aishik Konwer, Xuan Xu, Joseph Bae, Chao Chen, Prateek Prasanna

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network.

Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Amit Gupta, Chao Chen, Joel H. Saltz, Prateek Prasanna

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Attention-Based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction.

Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Prateek Prasanna

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2019

Script identification in natural scene image and video frames using an attention based Convolutional-LSTM network.

Ankan Kumar Bhunia, Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Partha Pratim Roy, Umapada Pal

Pattern Recognit., 2019

Facial Micro-expression Spotting and Recognition Using Time Contrasted Feature with Visual Memory.

Sauradip Nag, Ayan Kumar Bhunia, Aishik Konwer, Partha Pratim Roy

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network.

Ankan Kumar Bhunia, Aishik Konwer, Abir Bhowmick, Ayan Kumar Bhunia, Partha Pratim Roy, Umapada Pal

CoRR, 2018

Staff line Removal using Generative Adversarial Networks.

Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Ankan Kumar Bhunia, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Word Level Font-to-Font Image Translation using Convolutional Recurrent Generative Adversarial Networks.

Ankan Kumar Bhunia, Ayan Kumar Bhunia, Prithaj Banerjee, Aishik Konwer, Abir Bhowmick, Partha Pratim Roy, Umapada Pal

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network.

Ayan Kumar Bhunia, Abir Bhowmick, Ankan Kumar Bhunia, Aishik Konwer, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

A New GVF Arrow Pattern for Character Segmentation from Double Line License Plate Images.

Palaiahnakote Shivakumara, Aishik Konwer, Abir Bhowmick, Vijeta Khare, Umapada Pal, Tong Lu

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017