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Menglu Wang

5 accepted papers

2026

PhotoAgent: Exploratory Visual Aesthetic Planning with Large Vision Models

ICML 2026oral

With the recent fast development of generative models, instruction-based image editing has shown great potential in generating high-quality images. However, the quality of editing highly depends on carefully designed instructions, placing the burden of task decomposition and sequencing entirely on t…

Cited by 0SourceScholar
2025

NopeRoomGS: Indoor 3D Gaussian Splatting Optimization without Camera Pose Input

NeurIPS 2025poster

Recent advances in 3D Gaussian Splatting (3DGS) have enabled real-time, high-fidelity view synthesis, but remain critically dependent on camera poses estimated by Structure-from-Motion (SfM), which is notoriously unreliable in textureless indoor environments. To eliminate this dependency, recent pos…

Cited by 0SourceScholar
2025

PolarFree: Polarization-based Reflection-Free Imaging

CVPR 2025poster

Reflection removal is challenging due to complex light interactions, where reflections obscure important details and hinder scene understanding. Polarization naturally provides a powerful cue to distinguish between reflected and transmitted light, enabling more accurate reflection removal. However,…

2020

JPEG Artifacts Removal via Compression Quality Ranker-Guided Networks

IJCAI 2020poster

Existing deep learning-based image de-blocking methods use only pixel-level loss functions to guide network training. The JPEG compression factor, which reflects the degradation degree, has not been fully utilized. However, due to the non-differentiability, the compression factor cannot be directly…

Cited by 0SourcePDFScholar
2016

Interlaced sigma-point information filtering for distributed state estimation of multi-agent systems

ICASSP 2016accepted

This paper presents a new interlaced sigma-point information filtering (ISPIF) algorithm for distributed state estimation of multi-agent systems (MAS). The ISPIF is derived by first presenting an interlaced information filtering (HF) algorithm for linear MAS and then embedding the sigma-point transf…

Cited by 0SourceScholar