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I-Sheng Fang

5 papers hereh-index 211 citations7 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.GR2
same name
  • I-Sheng Fang — 1 paper, 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

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2025

Every Camera Effect, Every Time, All at Once: 4D Gaussian Ray Tracing for Physics-based Camera Effect Data Generation

Yi-Ruei Liu, You-Zhe Xie, Yu-Hsiang Hsu +4

Current video diffusion models can generate recognizable camera-effect appearances but do not reliably follow specified physical parameters such as field of view, aperture, and rea…

cs.CV2025

Gen-n-Val: Agentic Image Data Generation and Validation

Jing-En Huang, I-Sheng Fang, Tzuhsuan Huang +3

The data scarcity, label noise, and long-tailed category imbalance remain important and unresolved challenges in many computer vision tasks, such as object detection and instance s…

cs.CV2025

CameraBench: Benchmarking Visual Reasoning in MLLMs via Photography

I-Sheng Fang, Jun-Cheng Chen

Large language models (LLMs) and multimodal large language models (MLLMs) have significantly advanced artificial intelligence. However, visual reasoning, reasoning involving both v…

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