Supun Samarasekera

5 papers · 2022–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird

Venues

WACV (3) CVPR (2)

Top co-authors

Han-pang Chiu (5) Abhinav Rajvanshi (4) Niluthpol Chowdhury Mithun (3) Rakesh Kumar (1) Alex Krasner (1) Nicholas Meegan (1) Philip Miller (1) Kevin Kaighn (1) Nazmul Karim (1) Mikhail Sizintsev (1)

Research topics

Computer Vision (4) Machine Learning (4) Analysis (4) Deep Learning (3) Application Areas (3) Learning Types · Deep Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Robotics (1) Capabilities (1) Core AI (1) Core Methods (1) Learning Paradigms (1) Techniques (1)

Keywords

semantic segmentation (5) pseudo labeling (2) domain adaptation (2) unsupervised domain adaptation (2) source-free domain adaptation (1) depth estimation (1) visual navigation (1) sensor fusion (1) pseudo label (1) cross attention (1) lightweight model (1) simultaneous localization and mapping (1) multi-sensor fusion (1) neural network (1) visual geo-localization (1) semantic fusion (1) semantic slam (1) model compression (1) geographic embedding (1) unsupervised learning (1)

Papers

DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation WACV 2026 GeoSURGE: Geo-localization using Semantic Fusion with Hierarchy of Geographic Embeddings CVPR 2026 Unsupervised Domain Adaptation for Semantic Segmentation With Pseudo Label Self-Refinement WACV 2024 C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation CVPR 2023 SIGNAV: Semantically-Informed GPS-Denied Navigation and Mapping in Visually-Degraded Environments WACV 2022