baseline method
CityRefer Datasheet We follow the guidelines of the datasheets for datasets [ 1 ] to explain the composition, collection, recommended use case, and other details of the CityRefer dataset
For what purpose was the dataset created? We created this CityRefer dataset to facilitate research toward city-scale 3D visual grounding. Who created the dataset (e.g., which team, research group) and on behalf of which entity (e.g., Who funded the creation of the dataset? What do the instances that comprise the dataset represent? CityRefer contains descriptions for 3D visual grounding on large-scale point cloud data.
Many-body Approximation for Non-negative Tensors
We present an alternative approach to decompose non-negative tensors, called many-body approximation .
- Asia > Japan > Honshū > Kantō > Tokyo Metropolis Prefecture > Tokyo (0.04)
- Africa > Senegal > Kolda Region > Kolda (0.04)
- North America > United States > California > Los Angeles County (0.04)
- (9 more...)
- Media > Music (0.68)
- Leisure & Entertainment (0.68)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.95)
- Information Technology > Artificial Intelligence > Representation & Reasoning (0.68)
- Information Technology > Artificial Intelligence > Speech (0.68)
A Proof for Claim
CIFAR-10-L T, CIFAR-100-L T, ImageNet-100-L T, and Places-L T are 5, 80, 50, and 182 respectively. Our default training set of each dataset is summarized in Table 8.
- Asia > China > Shanghai > Shanghai (0.04)
- North America > United States > Louisiana > Orleans Parish > New Orleans (0.04)
- North America > United States > California > Los Angeles County > Long Beach (0.04)
- (4 more...)
Practical Differentially Private Hyperparameter Tuning with Subsampling
The reasons for this are clear.
Appendix for " Preference-grounded Token-level Guidance for 657 Language Model Fine-tuning " 658 Table of Contents
F.3 Sparse Reward with KL Penalty . . . . . . . . . . . . . . . . . . . . . . . . . . .
- North America > United States > California > Santa Clara County > Palo Alto (0.04)
- North America > Canada (0.04)
- Asia > China (0.04)