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Soumen Basu

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

CVPR (2) MICCAI (1) WACV (1)

Top co-authors

Pankaj Gupta (4) Chetan Arora (4) Chetan Madan (3) Mayuna Gupta (2) Usha Dutta (1) Aarjav Satia (1) Mayank Gupta (1) Pratyaksha Rana (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Architectures (2) Domain-Specific (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Healthcare & Medicine (1) Analysis (1) Clinical (1) Core AI (1) Learning Types · Deep Learning (1)

Keywords

medical imaging (2) gallbladder cancer detection (2) object detection (1) self-supervised learning (1) medical image segmentation (1) ultrasound imaging (1) convolutional neural network (1) masked autoencoder (1) multi-scale pooling (1) spatio-temporal representation (1) learnable query (1) ultrasound video (1) ultrasound image (1) representation learning (1) video-based detection (1) curriculum learning (1)

Papers

Focus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification MICCAI 2025 LQ-Adapter: ViT-Adapter with Learnable Queries for Gallbladder Cancer Detection from Ultrasound Images WACV 2025 FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024 Surpassing the Human Accuracy: Detecting Gallbladder Cancer From USG Images With Curriculum Learning CVPR 2022