IEEE

D3PM: Dual-Stream Denoising Diffusion Probabilistic Model for Change Detection in Multimodal Remote Sensing Images

Abstract: Detecting land cover changes from multitemporal and multimodal remote sensing images acquired by different sensors at the same location is a complex yet highly valuable task. Recently, ...
IEEE

High-Capacity Image Steganography Via Latent Diffusion Models

Abstract: Generative steganography has recently attracted considerable attention due to its superior security properties. However, most existing approaches suffer from limited hiding capacity. To ...
GitHub

Diffusion Transformers with Representation Autoencoders (RAE)

We present Representation Autoencoders (RAE), a class of autoencoders that utilize pretrained, frozen representation encoders such as DINOv2 and SigLIP2 as encoders with trained ViT decoders. RAE can ...
GitHub

Core ML Stable Diffusion

iPhone 12 Mini CPU_AND_NE SPLIT_EINSUM_V2 20 1.3 iPhone 12 Pro Max CPU_AND_NE SPLIT_EINSUM_V2 17 1.4 iPhone 13 CPU_AND_NE SPLIT_EINSUM_V2 15 1.7 iPhone 13 Pro Max CPU_AND_NE SPLIT_EINSUM_V2 12 1.8 ...
marktechpost

Meta AI Releases SAM Audio: A State-of-the-Art Unified Model that Uses Intuitive and Multimodal Prompts for Audio Separation

SAM Audio uses separate encoders for each conditioning signal, an audio encoder for the mixture, a text encoder for the natural language description, a span encoder for time anchors, and a visual ...