Nvidia DLSS 4.5 vs DLSS 4: Good But Not Flawless

Nvidia DLSS 4.5 arrives with a new transformer model promising better image quality, but not without performance trade-offs. We test DLSS 4.5 vs DLSS 4 to see ...
TweakTown

AMD's Adrenalin Edition software for Radeon now includes an optional AI Bundle

Adrenalin Edition AI Bundle is a new optional feature that offers a simple one-click solution for running popular local AI tools.
TweakTown

AMD Software: Adrenalin Edition 26.1.1 adds AI, support for new Ryzen AI chips, and fixes bugs

Adrenalin Edition 26.1.1 adds optional new AI Bundle solution for running local AI, support for new Ryzen AI chips, and fixes ...
GitHub

ESC: Emulating Self-attention with Convolution for Efficient Image Super-Resolution

In this paper, we tackle the high computational overhead of transformers for lightweight image super-resolution. (SR). Motivated by the observations of self-attention's inter-layer repetition, we ...
IEEE

OmniScaleSR: Unleashing Scale-Controlled Diffusion Prior for Faithful and Realistic Arbitrary-Scale Image Super-Resolution

Abstract: Arbitrary-scale super-resolution (ASSR) overcomes the limitation of traditional super-resolution (SR) that works only at a fixed scale (e.g., ×4), enabling a single model to achieve ...
IEEE

Land Surface Temperature Super-Resolution With a Scale-Invariance-Free Neural Approach: Application to MODIS

Abstract: Due to the tradeoff between the temporal and spatial resolution of thermal spaceborne sensors, super-resolution methods have been developed to provide fine-scale Land Surface Temperature ...