Shayok Chakraborty
11 papers · 2017–2025 · 7 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 ↓+3 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Silver
π
Trend Setter
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(74)
Top co-authors
Research topics
Machine Learning
(11)
Learning Types Β· Machine Learning
(8)
Deep Learning
(5)
Application Areas
(5)
Artificial Intelligence
(4)
Computer Vision
(3)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Analysis
(2)
Core AI
(2)
Domain-Specific
(2)
Keywords
active learning
(6)
linear programming
(3)
deep neural network
(2)
transfer learning
(2)
unsupervised domain adaptation
(2)
constrained optimization
(2)
domain adaptation
(2)
neural network training
(1)
feature learning
(1)
image classification
(1)
text classification
(1)
uncertainty quantification
(1)
object detection
(1)
sampling strategy
(1)
bayesian inference
(1)
weak supervision
(1)
image segmentation
(1)
deep hashing
(1)
multi-label classification
(1)
medical imaging
(1)
Papers
Active Learning for Image Segmentation with Binary User Feedback
WACV 2025
Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision
ICCV 2025
LLM-Empowered Patient-Provider Communication: A Data-Centric Survey From a Clinical Perspective
IJCNLP 2025
MediVLM: A Vision Language Model for Radiology Report Generation from Medical Images
EMNLP 2025
Active Batch Sampling for Multi-Label Classification With Binary User Feedback
WACV 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment
WACV 2024
Empowering Active Learning for 3D Molecular Graphs with Geometric Graph Isomorphism
NeurIPS 2024
Active Sampling for Text Classification with Subinstance Level Queries
AAAI 2022
Deterministic Mini-batch Sequencing for Training Deep Neural Networks
AAAI 2021
Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles
AAAI 2020
Deep Hashing Network for Unsupervised Domain Adaptation
CVPR 2017