Kanchana Ranasinghe
12 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(12)
🧬
Topic Evolution
🔥
Unstoppable
(5)
💎
Century Club
(11)
🚀
Conference Pioneer
Conferences
ICLR (3)
CVPR (2)
ICCV (2)
NIPS (2)
ACL (1)
EACL (1)
MICCAI (1)
Top co-authors
Keywords
few-shot learning
(2)
self-supervised learning
(2)
long-form video
(2)
action recognition
(2)
video understanding
(2)
contrastive learning
(2)
visual question answering
(2)
zero-shot learning
(2)
semantic segmentation
(2)
visual grounding
(1)
multimodal learning
(1)
vision transformer
(1)
vision language model
(1)
object localization
(1)
shape recognition
(1)
feature space
(1)
video transformer
(1)
spatiotemporal modeling
(1)
self-attention mechanism
(1)
representation learning
(1)
Papers
Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA
EACL 2026
Understanding Long Videos with Multimodal Language Models
ICLR 2025
LLaRA: Supercharging Robot Learning Data for Vision-Language Policy
ICLR 2025
Language Repository for Long Video Understanding
ACL 2025
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs
CVPR 2024
Hierarchical Text-to-Vision Self Supervised Alignment for Improved Histopathology Representation Learning
MICCAI 2024
Perceptual Grouping in Contrastive Vision-Language Models
ICCV 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning
NIPS 2023
On Improving Adversarial Transferability of Vision Transformers
ICLR 2022
Self-Supervised Video Transformer
CVPR 2022
Intriguing Properties of Vision Transformers
NIPS 2021
Orthogonal Projection Loss
ICCV 2021