Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani: GRIT: Faster and Better Image captioning Transformer Using Dual Visual Features, European Conference on Computer Vision (ECCV), 2022 [arXiv] [PDF]

Wenzheng Song, Masanori Suganuma, Xing Liu, Noriyuki Shimobayashi, Daisuke Maruta, Takayuki Okatani: Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes, International Conference on Computer Vision (ICCV), 2021 [PDF] [arXiv]

Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani: Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks, International Joint Conference on Artificial Intelligence (IJCAI), 2021 [PDF] [arXiv] 

Van-Quang Nguyen, Masanori Suganuma, Takayuki Okatani: Efficient Attention Mechanism for Visual Dialog that can Handle All the Interactions between Multiple Inputs, European Conference on Computer Vision (ECCV), 2020 [PDF] [arXiv]

Masanori Suganuma, Xing Liu, Takayuki Okatani: Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 [PDF] [arXiv] [code] [poster]

Masanori Suganuma, Mete Ozay, Takayuki Okatani: Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search, The 35th International Conference on Machine Learning (ICML), 2018 [PDF] [arXiv] [code]

Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao: A genetic programming approach to designing convolutional neural network architectures, Genetic and Evolutionary Computation Conference (GECCO), 2017 (Best Paper Award) [PDF] [arXiv] [code(PyTorch)]