Scaling Up Video Summarization Pretraining with Large Language Models

Dawit Mureja Argaw, Seunghyun Yoon, Fabian Caba Heilbron, Hanieh Deilamsalehy, Trung Bui, ... , Joon Son Chung

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

[ Paper | Project ]

Towards Automated Movie Trailer Generation

Dawit Mureja Argaw, Mattia Soldan, Alejandro Pardo, Chen Zhao, Fabian Caba Heilbron, Joon Son Chung, Bernard Ghanem

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

[ Paper | Project ]

Long-range Multimodal Pretraining for Movie Understanding

Dawit Mureja Argaw, Joon-Young Lee, Markus Woodson, In So Kweon, Fabian Caba Heilbron

International Conference on Computer Vision (ICCV), 2023

[ Paper | Project ]

The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing

Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon

European Conference on Computer Vision (ECCV), 2022

Invited paper talk at Creative Video Editing and Understanding (CVEU) Workshop @ ECCV 2022

[ Paper | Project ]

Long-term Video Frame Interpolation via Feature Propagation

Dawit Mureja Argaw, In So Kweon

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

[ Paper | Poster ]

Motion-blurred Video Interpolation and Extrapolation

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, In So Kweon

Association for the Advancement of Artificial Intelligence (AAAI), 2021

[ Paper | Poster ]

Optical Flow Estimation from a Single Motion-blurred Image

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Jae Won Cho, In So Kweon

Association for the Advancement of Artificial Intelligence (AAAI), 2021

Invited poster presentation at What is Motion For? (WiMF) Workshop @ ECCV 2022, Best Poster Award

[ Paper | Poster ]

Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression

Dawit Mureja Argaw, Junsik Kim, In So Kweon

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024

[ Paper ]

Restoration of Video Frames from a Single Blurred Image with Motion Understanding

Dawit Mureja Argaw, Junsik Kim, Francois Rameau, Chaoning Zhang, In So Kweon

IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPR-W), 2021, Oral Presentation

[ Paper ]

Empirical study on using Adapters for debiased Visual Question Answering

Jae Won Cho, Dawit Mureja Argaw, Yeongtaek Oh, Dong-Jin Kim, In So Kweon

Computer Vision and Image Understanding (CVIU), 2023

[ Paper ]

LEMMS: Label Estimation of Multi-feature Movie Segments

Bartolomeo Vacchetti, Dawit Mureja Argaw, Tania Cequtelli

International Conference on Computer Vision Workshops (ICCV-W), 2023

[ Paper ]

ResNet or DenseNet: Introducing Shortcuts to ResNet

Chaoning Zhang*, Philipp Benz*, Dawit Mureja Argaw, Seokju Lee, Junsik Kim, Francois Rameau, Jean Charles Bazin, In So Kweon

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021

[ Paper ]

DeePTZ: Deep Self-Calibration for PTZ cameras

Chaoning Zhang, Francois Rameau, Junsik Kim, Dawit Mureja Argaw, Jean Charles Bazin, In So Kweon

IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2020

[ Paper ]

Revisiting Residual Networks with Nonlinear Shortcuts

Chaoning Zhang, Francois Rameau, Seokju Lee, Junsik Kim, Philipp Benz, Dawit Mureja Argaw, Jean Charles Bazin, In So Kweon

British Machine Vision Conference (BMVC), 2019, Spotlight Presentation

[ Paper ]

Automatic spine segmentation from CT images using Convolutional Neural Network via redundant generation of class labels

Dawit Mureja Argaw*, Malinda Vania*, Deukhee Lee (* equal contribution)

Journal of Computational Design and Engineering (JCDE), Volume 6, Issue 2, 2019

[ Paper ]