Abstract: Unlike modern native digital videos, the restoration of old films requires addressing specific degradations inherent to analog sources. However, existing specialized methods still fall short ...
Abstract: We present a novel neural drift-diffusion model that aims to emulate the process of solving the drift-diffusion equation. By utilizing Fourier neural operators, the model learns the ...
2025-04-17: Released pretrained weights for M2D-T available here. State-Space Models (SSMs) have emerged as an efficient alternative to transformers, yet existing visual SSMs retain deeply ingrained ...
A high-performance image compression algorithm is crucial for real-time information transmission across numerous fields. Despite rapid progress in image compression, computational inefficiency and ...