Deepak K. Gupta
6 papers · 2020–2024 · 4 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
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Deep Learning
(3)
Analysis
(3)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Domain-Specific
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
object tracking
(2)
model compression
(2)
image classification
(1)
semantic segmentation
(1)
few-shot learning
(1)
pose estimation
(1)
visual object tracking
(1)
adversarial training
(1)
neural network optimization
(1)
efficient computing
(1)
brain imaging
(1)
kernel selection
(1)
parameter optimization
(1)
functional mri
(1)
siamese neural network
(1)
cell tracking
(1)
neural network binarization
(1)
structured pruning
(1)
graph convolutional network
(1)
calibrated prediction
(1)
Papers
Partial Binarization of Neural Networks for Budget-Aware Efficient Learning
WACV 2024
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-Learning
CVPR 2022
Calibrated Adversarial Refinement for Stochastic Semantic Segmentation
ICCV 2021
Rotation Equivariant Siamese Networks for Tracking
CVPR 2021
Fusing Structural and Functional MRIs using Graph Convolutional Networks for Autism Classification
MIDL 2020
Siamese Tracking of Cell Behaviour Patterns
MIDL 2020