Cost-Effective Active Learning for Melanoma Segmentation. - Marc Gorriz; Axel Carlier; Emmanuel Faure; Xavier Giró-i-Nieto (CoRR, 2017)

Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. - Marc Górriz; Albert Aparicio; Berta Raventós; Verónica Vilaplana; Elisa Sayrol; Daniel López Codina (AMDO, 2018)

Assessing Knee OA Severity with CNN attention-based end-to-end architectures. - Marc Górriz; Joseph Antony; Kevin McGuinness; Xavier Giró-i-Nieto; Noel E. O'Connor (MIDL, 2019)

End-to-End Conditional GAN-based Architectures for Image Colourisation. - Marc Górriz Blanch; Marta Mrak; Alan F. Smeaton; Noel E. O'Connor (MMSP, 2019)

Chroma Intra Prediction With Attention-Based CNN Architectures. - Marc Górriz Blanch; Saverio G. Blasi; Alan F. Smeaton; Noel E. O'Connor; Marta Mrak (ICIP, 2020)

Spatial Information Refinement for Chroma Intra Prediction in Video Coding. - Chengyi Zou; Shuai Wan; Tiannan Ji; Marta Mrak; Marc Górriz Blanch; Luis Herranz (APSIPA ASC, 2021)

Open-Source: Attention-Based Neural Networks For Chroma Intra Prediction In Video Coding. - Marc Górriz Blanch; Saverio G. Blasi; Alan F. Smeaton; Noel E. O'Connor; Marta Mrak (ICME Workshops, 2021)

Attention-based Stylisation for Exemplar Image Colourisation. - Marc Górriz Blanch; Issa Khalifeh; Noel E. O'Connor; Marta Mrak (MMSP, 2021)

DVC-P: Deep Video Compression with Perceptual Optimizations. - Saiping Zhang; Marta Mrak; Luis Herranz; Marc Górriz Blanch; Shuai Wan; Fuzheng Yang 001 (VCIP, 2021)

Attention-based Stylisation for Exemplar Image Colourisation. - Marc Górriz Blanch; Issa Khalifeh; Alan F. Smeaton; Noel E. O'Connor; Marta Mrak (CoRR, 2021)

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

Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding. - Marc Górriz Blanch; Saverio G. Blasi; Alan F. Smeaton; Noel E. O'Connor; Marta Mrak (IEEE J. Sel. Top. Signal Process., 2021)

Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture. - Issa Khalifeh; Marc Górriz Blanch; Ebroul Izquierdo; Marta Mrak (CVPR Workshops, 2022)

Slimmable Video Codec. - Zhaocheng Liu; Luis Herranz; Fei Yang 004; Saiping Zhang; Shuai Wan; Marta Mrak; Marc Górriz Blanch (CVPR Workshops, 2022)

Scene-Adaptive Temporal Stabilisation for Video Colourisation Using Deep Video Priors. - Marc Górriz Blanch; Noel E. O'Connor; Marta Mrak (ECCV Workshops (4), 2022)

DCNGAN: A Deformable Convolution-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video. - Saiping Zhang; Luis Herranz; Marta Mrak; Marc Górriz Blanch; Shuai Wan; Fuzheng Yang 001 (ICASSP, 2022)

Towards Lightweight Neural Network-based Chroma Intra Prediction for Video Coding. - Chengyi Zou; Shuai Wan; Marta Mrak; Marc Górriz Blanch; Luis Herranz; Tiannan Ji (ICIP, 2022)

DCNGAN: A Deformable Convolutional-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video. - Saiping Zhang; Luis Herranz; Marta Mrak; Marc Górriz Blanch; Shuai Wan; Fuzheng Yang 001 (CoRR, 2022)

PeQuENet: Perceptual Quality Enhancement of Compressed Video with Adaptation- and Attention-based Network. - Saiping Zhang; Luis Herranz; Marta Mrak; Marc Górriz Blanch; Shuai Wan; Fuzheng Yang 001 (CoRR, 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)

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)

Chroma Intra Prediction With Lightweight Attention-Based Neural Networks. - Chengyi Zou; Shuai Wan; Tiannan Ji; Marc Górriz Blanch; Marta Mrak; Luis Herranz (IEEE Trans. Circuits Syst. Video Technol., 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)

Towards Reliable Identification of Diffusion-based Image Manipulations. - Alex Costanzino; Woody Bayliss; Juil Sock; Marc Górriz Blanch; Danijela Horak; Ivan Laptev; Philip Torr 001; Fabio Pizzati (CoRR, 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)