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Mingyang Xie

8 accepted papers

2026

LaVR: Scene Latent Conditioned Generative Video Trajectory Re-Rendering using Large 4D Reconstruction Models

CVPR 2026

Given a monocular video, the goal of video re-rendering is to generate views of the scene from a novel camera trajectory. Existing methods face two distinct challenges. Geometrically unconditioned models lack spatial awareness, leading to drift and deformation under viewpoint changes. On the other h

Cited by 0SourceScholar
2025

Can Hallucination Correction Improve Video-Language Alignment?

ACL 2025finding

Large Vision-Language Models often generate hallucinated content that is not grounded in its visual inputs. While prior work focuses on mitigating hallucinations, we instead explore leveraging hallucination correction as a training objective to improve video-language alignment. We introduce HACA, a…

Cited by 0SourcePDFScholar
2025

Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation

CVPR 2025poster

Transparent surfaces, such as glass, create complex reflections that obscure images and challenge downstream computer vision applications. We introduce Flash-Split, a robust framework for separating transmitted and reflected light using a single (potentially misaligned) pair of flash/no-flash images…

2024

Temporally Consistent Atmospheric Turbulence Mitigation with Neural Representations

NeurIPS 2024poster

Atmospheric turbulence, caused by random fluctuations in the atmosphere's refractive index, introduces complex spatio-temporal distortions in imagery captured at long range. Video Atmospheric Turbulence Mitigation (ATM) aims to restore videos affected by these distortions. However, existing video AT…

2024

WaveMo: Learning Wavefront Modulations to See Through Scattering

CVPR 2024poster

Imaging through scattering media is a fundamental and pervasive challenge in fields ranging from medical diagnostics to astronomy. A promising strategy to overcome this challenge is wavefront modulation which induces measurement diversity during image acquisition. Despite its importance designing op…

2019

A Robotic Surgery Approach to Mitochondrial Transfer Amongst Single Cells

IROS 2019poster

Introducing alterations in the mtDNA sequence is challenging but needed for potential therapies and basic studies. Direct microinjection of mitochondria into small cells has been considered inefficient and impractical. To address this issue, we present a highly efficient and precise robotic approach…

Cited by 4SourceScholar
2017

A high-precision robot-aided single-cell biopsy system

ICRA 2017poster

In this paper, we present a precise robot-aided single-cell surgery system to perform single-cell biopsy for cells <25 μm in diameter. A microfluidic chip is designed to arrange upto 100 individual cells in an array. A micropipette mounted onto a 3-DOF micromanipulator and a computer mouse-operated…

Cited by 16SourceScholar
2015

Modelling and control of optical manipulation for cell rotation

ICRA 2015poster

Optical tweezers has become a powerful tool in automated cell transportation control and has been used in a variety of biological applications. The use of optical tweezers for cell surgery has great potential for various biomedical applications such as microinjection, organelle extraction and modifi…

Cited by 15SourceScholar