Aishik Konwer

Researcher, Center of Advanced AI, Accenture

Joined

February 2021

Names

Aishik Konwer (Preferred)

Emails

****@gmail.com (Confirmed)

****@cs.stonybrook.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Center of Advanced AI, Accenture (accenture.com)

2025 – Present

PhD student

Computer Science , State University of New York, Stony Brook (stonybrook.edu)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Prateek Prasanna

2020 – 2025

Expertise

Vision language models

LLM post-training

Image generation

Video generation

Text report generation

2019 – Present

Publications

MetaStain: Stain-generalizable Meta-learning for Cell Segmentation and Classification with Limited Exemplars
Aishik Konwer
- MICCAI 2024
- Readers: Everyone
Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation
Aishik Konwer
- ICCV 2023
- Readers: Everyone
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
Aishik Konwer
- CVPR 2025
- Readers: Everyone
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations
Aishik Konwer, Xuan Xu, Joseph Bae, Chao Chen, Prateek Prasanna
- 2022 (modified: 23 Oct 2022)
- CVPR 2022
- Readers: Everyone
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 Saltz, Prateek Prasanna
- Published: 31 Mar 2021, Last Modified: 16 May 2023
- MIDL 2021
- Readers: Everyone
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
- 2021 (modified: 23 Oct 2022)
- MICCAI (5) 2021
- Readers: Everyone
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
- 2019 (modified: 23 Oct 2022)
- Pattern Recognit. 2019
- Readers: Everyone
Staff line Removal using Generative Adversarial Networks
Aishik Konwer, Ayan Kumar Bhunia, Abir Bhowmick, Ankan Kumar Bhunia, Prithaj Banerjee, Partha Pratim Roy, Umapada Pal
- 2018 (modified: 23 Oct 2022)
- ICPR 2018
- Readers: Everyone
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
- 2018 (modified: 23 Oct 2022)
- ICPR 2018
- Readers: Everyone
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
- 2018 (modified: 23 Oct 2022)
- ICPR 2018
- Readers: Everyone