Seesr: Towards semantics-aware real-world image super-resolution

R Wu, T Yang, L Sun, Z Zhang, S Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
Owe to the powerful generative priors the pre-trained text-to-image (T2I) diffusion models
have become increasingly popular in solving the real-world image super-resolution …

AIM 2024 challenge on efficient video super-resolution for av1 compressed content

MV Conde, Z Lei, W Li, C Bampis… - arxiv preprint arxiv …, 2024 - arxiv.org
Video super-resolution (VSR) is a critical task for enhancing low-bitrate and low-resolution
videos, particularly in streaming applications. While numerous solutions have been …

MHAVSR: A multi-layer hybrid alignment network for video super-resolution

X Qiu, Y Zhou, X Zhang, Y Xue, X Lin, X Dai, H Tang… - Neurocomputing, 2025 - Elsevier
Video super-resolution (VSR) aims to restore high-resolution (HR) frames from low-
resolution (LR) frames, the key to this task is to fully utilize the complementary information …