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Xingjian Jiang

4 accepted papers

2026

DetectSCI: Toward Object-Guided ROI Reconstruction for High-Resolution Video Snapshot Compressive Imaging

CVPR 2026

Video snapshot compressive imaging (SCI) offers a promising alternative to high-speed cameras by encoding multiple frames into a single 2D measurement. However, SCI requires algorithms to reconstruct the high-speed video, and as resolution increases, reconstruction becomes computationally expensive

Cited by 0SourceScholar
2026

HLPD: Aligning LLMs to Human Language Preference for Machine-Revised Text Detection

AAAI 2026technical

To prevent misinformation and social issues arising from trustworthy-looking content generated by LLMs, it is crucial to develop efficient and reliable methods for identifying the source of texts. Previous approaches have demonstrated exceptional performance in detecting texts fully generated by LLM

Cited by 0SourcePDFScholar
2024

Continual Driving Policy Optimization with Closed-Loop Individualized Curricula

ICRA 2024poster

The safety of autonomous vehicles (AV) has been a long-standing top concern, stemming from the absence of rare and safety-critical scenarios in the long-tail naturalistic driving distribution. To tackle this challenge, a surge of research in scenario-based autonomous driving has emerged, with a focu…

Cited by 3SourcecodeScholar
2024

Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation

CVPR 2024poster

Recent weakly supervised semantic segmentation (WSSS) methods strive to incorporate contextual knowledge to improve the completeness of class activation maps (CAM). In this work we argue that the knowledge bias between instances and contexts affects the capability of the prototype to sufficiently un…