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Heguang Lin

5 papers hereh-index 345 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.ML2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedPromises and Pitfalls of Threshold-based Auto-labeling

2 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

cs.CV2024★ 1 cited

HDGS: Textured 2D Gaussian Splatting for Enhanced Scene Rendering

Yunzhou Song, Heguang Lin, Jiahui Lei +2

Recent advancements in neural rendering, particularly 2D Gaussian Splatting (2DGS), have shown promising results for jointly reconstructing fine appearance and geometry by leveragi…

cs.LG2024

Taming False Positives in Out-of-Distribution Detection with Human Feedback

Harit Vishwakarma, Heguang Lin, Ramya Korlakai Vinayak

Robustness to out-of-distribution (OOD) samples is crucial for safely deploying machine learning models in the open world. Recent works have focused on designing scoring functions…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.