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Junjie Luo

9 accepted papers

2026

Scaling4D: Pushing the Frontier of Video Novel View Synthesis through Large-Scale Monocular Videos

CVPR 2026

Video Novel View Synthesis (VNVS) aims to render arbitrary novel viewpoints of dynamic scenes from a single-view video, but its algorithmic training faces a major challenge: the lack of large-scale multi-view video datasets. Prior methods often train on monocular data by framing it as an inpainting

Cited by 0SourceScholar
2025

Blurry-Edges: Photon-Limited Depth Estimation from Defocused Boundaries

CVPR 2025poster

Extracting depth information from photon-limited, defocused images is challenging because depth from defocus (DfD) relies on accurate estimation of defocus blur, which is fundamentally sensitive to image noise. We present a novel approach to robustly measure object depths from photon-limited images…

Cited by 0SourcePDFScholar
2025

Focal Split: Untethered Snapshot Depth from Differential Defocus

CVPR 2025poster

We introduce Focal Split, a handheld, snapshot depth camera with fully onboard power and computing based on depth-from-differential-defocus (DfDD). Focal Split is passive, avoiding power consumption of light sources. Its achromatic optical system simultaneously forms two differentially defocused ima…

Cited by 0SourcePDFScholar
2025

High-Force Electroadhesion Based on Unique Liquid-Solid Dielectrics for UAV Perching

ICRA 2025

Electroadhesion (EA), as an electrostatically driven, controllable adhesion technology, has unique attributes such as low noise, robust adaptability, and energy efficiency. However, its adhesion pressure is still low (0.1~10kPa) which may significantly limit its applications. This paper presents an

Cited by 2SourceScholar
2024

Generative Quanta Color Imaging

CVPR 2024poster

The astonishing development of single-photon cameras has created an unprecedented opportunity for scientific and industrial imaging. However the high data throughput generated by these 1-bit sensors creates a significant bottleneck for low-power applications. In this paper we explore the possibility…

2022

On Improving Resource Allocations by Sharing

AAAI 2022technical

Given an initial resource allocation, where some agents may envy others or where a different distribution of resources might lead to higher social welfare, our goal is to improve the allocation without reassigning resources. We consider a sharing concept allowing resources being shared with social n…

Cited by 3SourcePDFScholar
2022

Sensor-Based Reconstruction of Slender Flexible Beams Undergoing Large-scale Deflection

IROS 2022poster

This paper presents a model-based approach to reconstructing the large deformations of slender flexible beams through strain-gauge deflection sensors. Using the principal axes decomposition of structural compliance, a closed-form kinetostatics model can be obtained to characterize the non-linear for…

Cited by 5SourceScholar
2021

Field Embedding: A Unified Grain-Based Framework for Word Representation

NAACL 2021long

Word representations empowered with additional linguistic information have been widely studied and proved to outperform traditional embeddings. Current methods mainly focus on learning embeddings for words while embeddings of linguistic information (referred to as grain embeddings) are discarded aft…

Cited by 2SourcePDFScholar