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David S. Doermann

15 papers hereh-index 41.8k citations18 works total

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

author position
  • middle author8
  • last author7

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • cs.AI3
  • cs.CL1
  • stat.ML1
same name
  • David S. Doermann — 10 papers, h 6
  • David S. Doermann — 2 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedPersonalized Large Vision-Language Models

1 citations · 1 across the 12 of their papers we have counts for

collaborators
Showing 2025Show all

3 papers · 1 filter

cs.CV2025

AutoEdit: Automatic Hyperparameter Tuning for Image Editing

Chau Pham, Quan Dao, Mahesh Bhosale +3

Recent advances in diffusion models have revolutionized text-guided image editing, yet existing editing methods face critical challenges in hyperparameter identification. To get th…

stat.ML2025

On Measuring Intrinsic Causal Attributions in Deep Neural Networks

Saptarshi Saha, Dhruv Vansraj Rathore, Soumadeep Saha +2

Quantifying the causal influence of input features within neural networks has become a topic of increasing interest. Existing approaches typically assess direct, indirect, and tota…

cs.CV2025

YOLOv12: Attention-Centric Real-Time Object Detectors

Yunjie Tian, Qixiang Ye, David Doermann

Enhancing the network architecture of the YOLO framework has been crucial for a long time, but has focused on CNN-based improvements despite the proven superiority of attention mec…

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