Ranasinghe, Kanchana

11 publications

ICLR 2025 LLaRA: Supercharging Robot Learning Data for Vision-Language Policy Xiang Li, Cristina Mata, Jongwoo Park, Kumara Kahatapitiya, Yoo Sung Jang, Jinghuan Shang, Kanchana Ranasinghe, Ryan D Burgert, Mu Cai, Yong Jae Lee, Michael S Ryoo

ICLR 2025 Understanding Long Videos with Multimodal Language Models Kanchana Ranasinghe, Xiang Li, Kumara Kahatapitiya, Michael S Ryoo

NeurIPSW 2024 Language Repository for Long Video Understanding Kumara Kahatapitiya, Kanchana Ranasinghe, Jongwoo Park, Michael S Ryoo

CVPR 2024 Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs Kanchana Ranasinghe, Satya Narayan Shukla, Omid Poursaeed, Michael S. Ryoo, Tsung-Yu Lin

NeurIPSW 2024 Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA Jongwoo Park, Kanchana Ranasinghe, Kumara Kahatapitiya, Wonjeong Ryu, Donghyun Kim, Michael S Ryoo

NeurIPS 2023 Language-Based Action Concept Spaces Improve Video Self-Supervised Learning Kanchana Ranasinghe, Michael S Ryoo

ICCV 2023 Perceptual Grouping in Contrastive Vision-Language Models Kanchana Ranasinghe, Brandon McKinzie, Sachin Ravi, Yinfei Yang, Alexander Toshev, Jonathon Shlens

ICLR 2022 On Improving Adversarial Transferability of Vision Transformers Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Fahad Khan, Fatih Porikli

CVPR 2022 Self-Supervised Video Transformer Kanchana Ranasinghe, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Michael S. Ryoo

NeurIPS 2021 Intriguing Properties of Vision Transformers Muhammad Muzammal Naseer, Kanchana Ranasinghe, Salman H Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang

ICCV 2021 Orthogonal Projection Loss Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman Khan, Fahad Shahbaz Khan