activity
20232026
most citedLafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection

7 citations · 9 across the 6 of their papers we have counts for

collaborators

7 papers

cs.AI2026

ChronoGraph: Functional 4D Scene Graphs with Vision-Language Models for Interaction Understanding and Grounded Planning

Chenyangguang Zhang, Malgorzata Gwiazda, Guanlong Jiao +5

Embodied agents must determine where to act, anticipate the resulting scene changes, and interpret observed outcomes to guide subsequent actions. This requires connecting 4D intera…

cs.CV2026

StreamEdit: Training-Free Video Editing via Few-Step Streaming Video Generation

Guanlong Jiao, Chenyangguang Zhang, Jia Jun Cheng Xian +2

Although existing video editing methods are generally feasible, they often require many costly iterations and still struggle to deliver high-quality yet satisfying editing results.…

cs.CV2025

A Training-Free Approach for Multi-ID Customization via Attention Adjustment and Spatial Control

Jiawei Lin, Guanlong Jiao, Jianjin Xu

Multi-ID customization is an interesting topic in computer vision and attracts considerable attention recently. Given the ID images of multiple individuals, its purpose is to gener…

cs.CV2025

UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models

Guanlong Jiao, Biqing Huang, Kuan-Chieh Wang +1

Flow matching models have emerged as a strong alternative to diffusion models, but existing inversion and editing methods designed for diffusion are often ineffective or inapplicab…

cs.CV2024★ 1 cited

Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation

Guanlong Jiao, Chenyangguang Zhang, Haonan Yin +5

Domain generalized semantic segmentation is an essential computer vision task, for which models only leverage source data to learn the capability of generalized semantic segmentati…

cs.CV2023★ 1 cited

MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision

Chenyangguang Zhang, Guanlong Jiao, Yan Di +7

Previous works concerning single-view hand-held object reconstruction typically rely on supervision from 3D ground-truth models, which are hard to collect in real world. In contras…

cs.CV2023★ 7 cited

LafitE: Latent Diffusion Model with Feature Editing for Unsupervised Multi-class Anomaly Detection

Haonan Yin, Guanlong Jiao, Qianhui Wu +3

In the context of flexible manufacturing systems that are required to produce different types and quantities of products with minimal reconfiguration, this paper addresses the prob…