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Mengchen Zhang

11 papers hereh-index 7181 citations10 works total

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

author position
  • first author3
  • middle author8

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.CV11
same name
  • Mengchen Zhang — 1 paper, h 1

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
20222025
most citedImage Data Augmentation for Deep Learning: A Survey

199 citations · 206 across the 11 of their papers we have counts for

collaborators
Showing 2025 · cs.CVShow all

4 papers · 2 filters

cs.CV2025★ 1 cited

SS4D: Native 4D Generative Model via Structured Spacetime Latents

Zhibing Li, Mengchen Zhang, Tong Wu +3

We present SS4D, a native 4D generative model that synthesizes dynamic 3D objects directly from monocular video. Unlike prior approaches that construct 4D representations by optimi…

cs.CV2025

ViSAudio: End-to-End Video-Driven Binaural Spatial Audio Generation

Mengchen Zhang, Qi Chen, Tong Wu +2

Despite progress in video-to-audio generation, the field focuses predominantly on mono output, lacking spatial immersion. Existing binaural approaches remain constrained by a two-s…

cs.CV2025

GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography

Mengchen Zhang, Tong Wu, Jing Tan +3

Camera trajectory design plays a crucial role in video production, serving as a fundamental tool for conveying directorial intent and enhancing visual storytelling. In cinematograp…

cs.CV2025

3DGen-Bench: Comprehensive Benchmark Suite for 3D Generative Models

Yuhan Zhang, Mengchen Zhang, Tong Wu +4

3D generation is experiencing rapid advancements, while the development of 3D evaluation has not kept pace. How to keep automatic evaluation equitably aligned with human perception…

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