Debesh Jha
9 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(4)
Application Areas
(4)
Architectures
(3)
Processing
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI · Artificial Intelligence
(2)
Domain-Specific
(2)
Learning Types
(2)
Core AI · Computer Vision
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
polyp segmentation
(3)
domain adaptation
(2)
zero-shot segmentation
(2)
domain generalization
(2)
medical image segmentation
(2)
transfer learning
(1)
computer vision
(1)
medical imaging
(1)
knowledge distillation
(1)
deep learning
(1)
neural network optimization
(1)
feature representation
(1)
real-time processing
(1)
state space model
(1)
foundation model
(1)
latent space
(1)
feature fusion
(1)
controllable generation
(1)
activation function
(1)
frequency domain
(1)
Papers
From SAM to DINOv2: Towards Distilling Foundation Models to Lightweight Baselines for Generalized Polyp Segmentation
WACV 2026
Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation
MICCAI 2025
MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers
MIDL 2025
Optimizing Neural Network Effectiveness via Non-Monotonicity Refinement
WACV 2025
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation
WACV 2025
Adaptive Smooth Activation Function for Improved Organ Segmentation and Disease Diagnosis
MICCAI 2024
Domain Generalization With Correlated Style Uncertainty
WACV 2024
SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation
WACV 2024
TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing
MIDL 2023