Recent advancements in 3D reconstruction from single images have been driven by the
evolution of generative models. Prominent among these are methods based on Score …

In recent years, 3D Gaussian splatting has emerged as a powerful technique for 3D
reconstruction and generation, known for its fast and high-quality rendering capabilities …

We present MVD-Fusion: a method for single-view 3D inference via generative modeling of
multi-view-consistent RGB-D images. While recent methods pursuing 3D inference advocate …

Despite having tremendous progress in image-to-3D generation, existing methods still
struggle to produce multi-view consistent images with high-resolution textures in detail …

Diffusion-based methods have achieved remarkable achievements in 2D image or 3D
object generation, however, the generation of 3D scenes and even $360^{\circ} $ images …

Existing multi-view image generation methods often make invasive modifications to pre-
trained text-to-image (T2I) models and require full fine-tuning, leading to (1) high …

Despite advances in neural rendering, due to the scarcity of high-quality 3D datasets and
the inherent limitations of multi-view diffusion models, view synthesis and 3D model …

Existing single image-to-3D creation methods typically involve a two-stage process, first
generating multi-view images, and then using these images for 3D reconstruction. However …

Recent advancements in controllable human image generation have led to zero-shot
generation using structural signals (eg, pose, depth) or facial appearance. Yet, generating …

This paper introduces MIDI, a novel paradigm for compositional 3D scene generation from a
single image. Unlike existing methods that rely on reconstruction or retrieval techniques or …