3 papers
cs.CV2026
Enabling Progressive Whole-slide Image Analysis with Multi-scale Pyramidal Network
Shuyang Wu, Yifu Qiu, Ines P Nearchou +4
Multiple-instance Learning (MIL) is commonly used for computational pathology (CPath), where multi-scale features are essential for capturing both fine cellular details and broad t…
cs.CV2026
Beyond Pixel Histories: World Models with Persistent 3D State
Samuel Garcin, Thomas Walker, Steven McDonagh +5
Interactive world models continually generate video by responding to a user's actions, enabling open-ended generation capabilities. However, existing models typically lack a 3D rep…
cs.CV2025
Visually Interpretable Subtask Reasoning for Visual Question Answering
Yu Cheng, Arushi Goel, Hakan Bilen
Answering complex visual questions like `Which red furniture can be used for sitting?' requires multi-step reasoning, including object recognition, attribute filtering, and relatio…