Kanchana Ranasinghe
13 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (36) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🧬 Topic Evolution
🗃️
Keyword Collector
(55)
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI · Artificial Intelligence
(9)
Computer Vision
(6)
Deep Learning
(6)
Machine Learning
(6)
Natural Language Processing
(4)
Architectures
(4)
Learning Types · Deep Learning
(4)
Analysis
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Processing
(3)
Applications
(2)
Core AI · Computer Vision
(2)
Generation
(2)
Keywords
self-supervised learning
(3)
video understanding
(2)
long video understanding
(2)
vision-language model
(2)
vision transformer
(2)
contrastive learning
(2)
semantic segmentation
(2)
large language model
(2)
long-form video
(2)
zero-shot learning
(2)
visual question answering
(2)
action recognition
(2)
few-shot learning
(2)
multimodal learning
(1)
robotic manipulation
(1)
behavior cloning
(1)
sim-to-real transfer
(1)
video transformer
(1)
spatio-temporal modeling
(1)
object localization
(1)
Papers
Pixel Motion Diffusion is What We Need for Robot Control
CVPR 2026
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA
EACL 2026
Language Repository for Long Video Understanding
ACL 2025
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
ICLR 2025
Understanding Long Videos with Multimodal Language Models
ICLR 2025
Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning
MICCAI 2024
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
CVPR 2024
Language-based Action Concept Spaces Improve Video Self-Supervised Learning
NeurIPS 2023
Perceptual Grouping in Contrastive Vision-Language Models
ICCV 2023
On Improving Adversarial Transferability of Vision Transformers
ICLR 2022
Self-Supervised Video Transformer
CVPR 2022
Intriguing Properties of Vision Transformers
NeurIPS 2021
Orthogonal Projection Loss
ICCV 2021