Interpreting CNN For Low Complexity Learned Sub-Pixel Motion Compensation In Video Coding. - Luka Murn; Saverio G. Blasi; Alan F. Smeaton; Noel E. O'Connor; Marta Mrak (ICIP, 2020)

GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization. - Jia-Hong Huang; Luka Murn; Marta Mrak; Marcel Worring (ICMR, 2021)

Interpreting Super-Resolution CNNs for Sub-Pixel Motion Compensation in Video Coding. - Luka Murn; Alan F. Smeaton; Marta Mrak (ACM Multimedia, 2021)

Towards Transparent Application of Machine Learning in Video Processing. - Luka Murn; Marc Górriz Blanch; María Santamaría 001; Fiona Rivera; Marta Mrak (CoRR, 2021)

Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video Coding. - Luka Murn; Saverio G. Blasi; Alan F. Smeaton; Marta Mrak (CoRR, 2021)

Complexity Reduction of Learned In-Loop Filtering in Video Coding. - Woody Bayliss; Luka Murn; Ebroul Izquierdo; Qianni Zhang; Marta Mrak (ISCAS, 2022)

Efficient Super-Resolution for Compression Of Gaming Videos. - Yifan Wang; Luka Murn; Luis Herranz; Fei Yang 004; Marta Mrak; Wei Zhang 072; Shuai Wan; Marc Górriz Blanch (ICASSP, 2023)

Semantic Preprocessor for Image Compression for Machines. - Mingyi Yang; Luis Herranz; Fei Yang 004; Luka Murn; Marc Górriz Blanch; Shuai Wan; Fuzheng Yang 001; Marta Mrak (ICASSP, 2023)

Query-Based Video Summarization with Pseudo Label Supervision. - Jia-Hong Huang; Luka Murn; Marta Mrak; Marcel Worring (ICIP, 2023)

Efficient Convolution and Transformer-based Network for Video Frame Interpolation. - Issa Khalifeh; Luka Murn; Marta Mrak; Ebroul Izquierdo (ICIP, 2023)

A slimmable framework for practical neural video compression. - Zhaocheng Liu; Fei Yang 004; Defa Wang; Marc Górriz Blanch; Luka Murn; Shuai Wan; Saiping Zhang; Marta Mrak; Luis Herranz (Neurocomputing, 2024)

Task-Switchable Pre-Processor for Image Compression for Multiple Machine Vision Tasks. - Mingyi Yang; Fei Yang 004; Luka Murn; Marc Górriz Blanch; Juil Sock; Shuai Wan; Fuzheng Yang 001; Luis Herranz (IEEE Trans. Circuits Syst. Video Technol., 2024)

Parameter Reduction of Kernel-Based Video Frame Interpolation Methods Using Multiple Encoders. - Issa Khalifeh; Luka Murn; Ebroul Izquierdo (IEEE J. Emerg. Sel. Topics Circuits Syst., 2024)

Enhanced neural video compression for cloud gaming videos with aligned frame generation. - Yifan Wang; Fei Yang 004; Luka Murn; Juil Sock; Marc Górriz Blanch; Shuai Wan; Wei Zhang 072; Fuzheng Yang 001; Luis Herranz (Expert Syst. Appl., 2025)

Lightweight Deep Exemplar Colorization via Semantic Attention-Guided Laplacian Pyramid. - Chengyi Zou; Shuai Wan; Marc Górriz Blanch; Luka Murn; Marta Mrak; Juil Sock; Fei Yang 004; Luis Herranz (IEEE Trans. Vis. Comput. Graph., 2025)