Malitha Gunawardhana
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (13) β The Questioner π Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
causal inference
(1)
representation learning
(1)
semi-supervised learning
(1)
action recognition
(1)
probabilistic modeling
(1)
domain generalization
(1)
object detection
(1)
temporal reasoning
(1)
confidence calibration
(1)
video understanding
(1)
medical image segmentation
(1)
semantic alignment
(1)
knowledge graph
(1)
uncertainty estimation
(1)
instructional video
(1)
action planning
(1)
procedural knowledge
(1)
procedure planning
(1)
out-of-distribution prediction
(1)
semi-supervised domain generalization
(1)
Papers
A Comprehensive Benchmarking and Systematic Analysis of Deep Learning Models for Sonomammogram Segmentation
MIDL 2026
Dynamic Position Transformation and Boundary Refinement Network for Left Atrial Segmentation
MICCAI 2024
Towards Generalizing to Unseen Domains with Few Labels
CVPR 2024
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos
CVPR 2024
Multiclass Confidence and Localization Calibration for Object Detection
CVPR 2023