Aishik Konwer
5 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
CVPR (2)
ICCV (1)
MICCAI (1)
MIDL (1)
Top co-authors
Keywords
disease progression
(2)
medical imaging
(2)
vision transformer
(1)
temporal modeling
(1)
direct preference optimization
(1)
self-supervised learning
(1)
medical image segmentation
(1)
spatio-temporal modeling
(1)
clinical outcome prediction
(1)
convolutional neural network
(1)
long short-term memory
(1)
contrastive language-image pretraining
(1)
missing modality
(1)
segment anything model
(1)
brain tumor segmentation
(1)
medical image
(1)
encoder-decoder network
(1)
chest radiograph
(1)
temporal convolutional network
(1)
temporal context
(1)
Papers
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation
CVPR 2025
MetaStain: Stain-generalizable Meta-learning for Cell Segmentation and Classification with Limited Exemplars
MICCAI 2024
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation
ICCV 2023
Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations
CVPR 2022
Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network
MIDL 2021