Publications

@inproceedings{ko2023large,
        title={Large Language Models are Temporal and Causal Reasoners for Video Question Answering},
        author={Dohwan Ko and Ji Soo Lee and Wooyoung Kang and Byungseok Roh and Hyunwoo J. Kim},
        booktitle={EMNLP},
        year={2023}}

@inproceedings{ko2023open,
        title={Open-vocabulary Video Question Answering: A New Benchmark for Evaluating the Generalizability of Video Question Answering Models},
        author={Ko, Dohwan and Lee, Ji Soo and Choi, Miso and Chu, Jaewon and Park, Jihwan and Kim, Hyunwoo J},
        booktitle={ICCV},
        year={2023}}

@inproceedings{ko2023melrt,
        title={MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models},
        author={Ko, Dohwan and Choi, Joonmyung and Choi, Hyeong Kyu and On, Kyoung-Woon and Roh, Byungseok and Kim, Hyunwoo J},
        booktitle={CVPR},
        year={2023}}

@inproceedings{ko2022video,
        title={Video-Text Representation Learning via Differentiable Weak Temporal Alignment},
        author={Ko, Dohwan and Choi, Joonmyung and Ko, Juyeon and Noh, Shinyeong and On, Kyoung-Woon and Kim, Eun-Sol and Kim, Hyunwoo J},
        booktitle={CVPR},
        year={2022}}

@article{oh2023randomly,
        title={Randomly shuffled convolution for self-supervised representation learning},
        author={Oh, Youngjin and Jeon, Minkyu and Ko, Dohwan and Kim, Hyunwoo J},
        journal={Information Sciences},
        year={2023}}

@article{heo2021search,
        title={Search-and-attack: temporally sparse adversarial perturbations on videos},
        author={Heo, Hwan and Ko, Dohwan and Lee, Jaewon and Hong, Youngjoon and Kim, Hyunwoo J},
        journal={IEEE Access},
        year={2021}}