Nilanjan Ray
10 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(5)
Learning Types
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Analysis
(3)
Application Areas
(2)
Core AI
(2)
Domain-Specific
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Keywords
object detection
(2)
domain adaptation
(2)
differentiable programming
(2)
image registration
(2)
self-supervised learning
(2)
semi-supervised learning
(2)
neural network
(2)
synthetic data generation
(1)
computer vision
(1)
black-box optimization
(1)
landmark detection
(1)
image denoising
(1)
remote sensing
(1)
gaussian process
(1)
posterior approximation
(1)
neural network optimization
(1)
dynamic programming
(1)
mutual information
(1)
medical imaging
(1)
transfer learning
(1)
Papers
Learning Diffeomorphism for Medical Image Registration with Time-Embedded Architectures Using Semigroup Regularization
CVPR 2026
Learning Instance-Specific Parameters of Black-Box Models using Differentiable Surrogates
WACV 2025
ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection From RGB-Thermal Drone Imagery
WACV 2024
Training-Based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection
WACV 2024
GPEX, A Framework For Interpreting Artificial Neural Networks
NeurIPS 2023
Fire Together Wire Together: A Dynamic Pruning Approach With Self-Supervised Mask Prediction
CVPR 2022
Animal Detection in Man-made Environments
WACV 2020
DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration
MIDL 2020
End-to-end learning of convolutional neural net and dynamic programming for left ventricle segmentation
MIDL 2020
Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention
MIDL 2020