From the 1 of 3 linked papers with an AI index.
12 citations · 12 across the 2 of their papers we have counts for
3 papers
Flow Matching in Feature Space for Stochastic World Modeling
Francois Porcher, Nicolas Carion, Karteek Alahari +1
The paper introduces FlowWM, a stochastic world model that applies flow matching directly in high‑dimensional pretrained feature spaces (e.g., DINOv3) to improve future forecasting…
SAM 3: Segment Anything with Concepts
Nicolas Carion, Laura Gustafson, Yuan-Ting Hu +35
We present Segment Anything Model (SAM) 3, a unified model that detects, segments, and tracks objects in images and videos based on concept prompts, which we define as either short…
SAM 2: Segment Anything in Images and Videos
Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu +15
We present Segment Anything Model 2 (SAM 2), a foundation model towards solving promptable visual segmentation in images and videos. We build a data engine, which improves model an…