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Sue Black

3 accepted papers

2024

Self-Regulated Sample Diversity in Large Language Models

NAACL 2024findings

Sample diversity depends on the task; within mathematics, precision and determinism are paramount, while storytelling thrives on creativity and surprise. This paper presents a simple self-regulating approach where we adjust sample diversity inference parameters dynamically based on the input prompt—…

Cited by 0SourcePDFScholar
2023

A Probabilistic Attention Model With Occlusion-Aware Texture Regression for 3D Hand Reconstruction From a Single RGB Image

CVPR 2023poster

Recently, deep learning based approaches have shown promising results in 3D hand reconstruction from a single RGB image. These approaches can be roughly divided into model-based approaches, which are heavily dependent on the model's parameter space, and model-free approaches, which require large num…

2022

Graph-Context Attention Networks for Size-Varied Deep Graph Matching

CVPR 2022poster

Deep learning for graph matching has received growing interest and developed rapidly in the past decade. Although recent deep graph matching methods have shown excellent performance on matching between graphs of equal size in the computer vision area, the size-varied graph matching problem, where th…

Cited by 24PDFcodeScholar