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Fast Encoder-Based 3D from Casual Videos via Point Track Processing Y oni Kasten 1 Wuyue Lu2 Haggai Maron 1,3 1 NVIDIA Research 2
Predicting 3D geometry in dynamic scenes is a challenging problem. In this problem setup, we are given access to multiple images of a scene taken sequentially, e.g., from a monocular video
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality
In the realm of artificial intelligence, continual learning has become an area of significant interest.
ImageNet3D: Towards General-Purpose Object-Level 3D Understanding Wufei Ma
A vision model with general-purpose object-level 3D understanding should be capable of inferring both 2D ( e.g., class name and bounding box) and 3D information ( e.g., 3D location and 3D viewpoint) for arbitrary rigid objects in natural
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm
Our analysis highlights sufficient properties for a regret minimization algorithm to be used as leader.