Samba is a simple yet powerful hybrid model with an unlimited context length. Its architecture is frustratingly simple: Samba = Mamba + MLP + Sliding Window Attention + MLP stacking at the layer level ...

Abstract: Stereo image super-resolution (SR) aims to enhance image resolution by leveraging the complementary information from stereo image pairs. While convolutional neural network (CNN)-based ...

Abstract: Humans possess the visual-spatial intelligence to remember spaces from sequential visual observations. However, can Multimodal Large Language Models (MLLMs) trained on million-scale video ...

A fresh lick of paint is one of the quickest and most affordable ways to elevate a space instantly, but a step in the wrong direction can quickly undo all your efforts. A sloppy edge here, an ...