As computer vision algorithms increase in capability, their applications in clinical systems
will become more pervasive. These applications include: diagnostics, such as colonoscopy …

Estimating depth from single RGB images and videos is of widespread interest due to its
applications in many areas, including autonomous driving, 3D reconstruction, digital …

We introduce Blink, a new benchmark for multimodal language models (LLMs) that focuses
on core visual perception abilities not found in other evaluations. Most of the Blink tasks can …

Abstract Vision Language Models (VLMs) have demonstrated remarkable performance in
2D vision and language tasks. However, their ability to reason about spatial arrangements …

Novel view synthesis from limited observations remains a crucial and ongoing challenge. In
the realm of NeRF-based few-shot view synthesis, there is often a trade-off between the …

We introduce GeoWizard, a new generative foundation model designed for estimating
geometric attributes, eg, depth and normals, from single images. While significant research …

Humans draw to facilitate reasoning: we draw auxiliary lines when solving geometry
problems; we mark and circle when reasoning on maps; we use sketches to amplify our …

Image editing serves as a practical yet challenging task considering the diverse demands
from users, where one of the hardest parts is to precisely describe how the edited image …

View-predictive generative models provide strong priors for lifting object-centric images and
videos into 3D and 4D through rendering and score distillation objectives. A question then …

We introduce Metric3D v2, a geometric foundation model designed for zero-shot metric
depth and surface normal estimation from single images, critical for accurate 3D recovery …