| DSSLIC: Deep Semantic Segmentation-based Layered Image Compression M Akbari, J Liang, J Han 2019 IEEE International Conference on Acoustics, Speech and Signal …, 2019 | 125 | 2019 |
| Real-time Piano Music Transcription Based on Computer Vision M Akbari, H Cheng IEEE Transactions on Multimedia 17 (12), 2113-2121, 2015 | 44 | 2015 |
| Semi-Recurrent CNN-based VAE-GAN for Sequential Data Generation M Akbari, J Liang 2018 International Conference on Acoustics, Speech and Signal Processing …, 2018 | 33 | 2018 |
| Generalized octave convolutions for learned multi-frequency image compression M Akbari, J Liang, J Han, C Tu arXiv preprint arXiv:2002.10032, 2020 | 30 | 2020 |
| Learned image compression with discretized gaussian-laplacian-logistic mixture model and concatenated residual modules H Fu, F Liang, J Lin, B Li, M Akbari, J Liang, G Zhang, D Liu, C Tu, J Han IEEE Transactions on Image Processing (TIP), 2023 | 29 | 2023 |
| Learned Variable-Rate Image Compression with Residual Divisive Normalization M Akbari, J Liang, J Han, C Tu 2020 IEEE International Conference on Multimedia and Expo (ICME), 6, 2020 | 29 | 2020 |
| Improved Hybrid Layered Image Compression Using Deep Learning and Traditional Codecs H Fu, F Liang, B Lei, N Bian, Q Zhang, M Akbari, J Liang, C Tu Signal Processing: Image Communication, 115774, 2020 | 27 | 2020 |
| Variable-rate multi-frequency image compression using modulated generalized octave convolution J Lin, M Akbari, H Fu, Q Zhang, S Wang, J Liang, D Liu, F Liang, G Zhang, ... 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP …, 2020 | 24* | 2020 |
| Learned Multi-Resolution Variable-Rate Image Compression with Octave-based Residual Blocks M Akbari, J Liang, J Han, C Tu IEEE Transactions on Multimedia, 2021 | 19 | 2021 |
| A Real-Time System for Online Learning-based Visual Transcription of Piano Music M Akbari, J Liang, H Cheng Multimedia Tools and Applications 77 (19), 25513-25535, 2018 | 19 | 2018 |
| NFT-Based Data Marketplace with Digital Watermarking S Ranjbar Alvar, M Akbari, DMX Yue, Y Zhang ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2023 | 15 | 2023 |
| ETran: Energy-Based Transferability Estimation M Gholami, M Akbari, X Wang, B Kamranian, Y Zhang International Conference on Computer Vision (ICCV), 2023 | 15 | 2023 |
| Deep Learning-based Image Compression with Trellis Coded Quantization B Li, M Akbari, J Liang, Y Wang Data Compression Conference, 2020 | 15 | 2020 |
| Learned bi-resolution image coding using generalized octave convolutions M Akbari, J Liang, J Han, C Tu Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6592-6599, 2021 | 13 | 2021 |
| LaWa: Using Latent Space for In-Generation Image Watermarking A Rezaei, M Akbari, SR Alvar, A Fatemi, Y Zhang European Conference on Computer Vision (ECCV), 2024 | 10 | 2024 |
| E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models M Akbari, BD Amin, Y Zhang Annual Meeting of the Association for Computational Linguistics (ACL) 1 …, 2022 | 10 | 2022 |
| EBJR: Energy-Based Joint Reasoning for Adaptive Inference M Akbari, BD Amin, Y Zhang British Machine Vision Conference (BMVC), 2021 | 9 | 2021 |
| claVision: Visual Automatic Piano Music Transcription M Akbari, H Cheng Proceedings of the International Conference on New Interfaces for Musical …, 2015 | 9 | 2015 |
| System and Method for Unsupervised Multi-Model Joint Reasoning M Akbari, A Banitalebi Dehkordi, T Xu, Y Zhang US Patent US20230110925A1, 2022 | 3 | 2022 |
| Methods and Systems for Visual Music Transcription M Akbari, H Cheng US Patent 9,418,637, 2016 | 3 | 2016 |
Jie LiangProfessor, School of Engineering Science, Simon Fraser University. Fellow of CAEVerified email at sfu.ca
