activity
20172026
most citedFuture Frame Prediction for Anomaly Detection -- A New Baseline

71 citations · 140 across the 9 of their papers we have counts for

collaborators

9 papers

cs.CV2026

Pointer-CAD: Unifying B-Rep and Command Sequences via Pointer-based Edges & Faces Selection

Dacheng Qi, Chenyu Wang, Jingwei Xu +6

Constructing computer-aided design (CAD) models is labor-intensive but essential for engineering and manufacturing. Recent advances in Large Language Models (LLMs) have inspired th…

cs.CV2024★ 8 cited

CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM

Jingwei Xu, Chenyu Wang, Zibo Zhao +3

This paper aims to design a unified Computer-Aided Design (CAD) generation system that can easily generate CAD models based on the user's inputs in the form of textual description,…

cs.CV2023★ 11 cited

Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation

Zibo Zhao, Wen Liu, Xin Chen +7

We present a novel alignment-before-generation approach to tackle the challenging task of generating general 3D shapes based on 2D images or texts. Directly learning a conditional…

cs.CV2021

Speech Drives Templates: Co-Speech Gesture Synthesis with Learned Templates

Shenhan Qian, Zhi Tu, Yihao Zhi +2

Co-speech gesture generation is to synthesize a gesture sequence that not only looks real but also matches with the input speech audio. Our method generates the movements of a comp…

cs.CV2020★ 1 cited

Liquid Warping GAN with Attention: A Unified Framework for Human Image Synthesis

Wen Liu, Zhixin Piao, Zhi Tu +3

We tackle human image synthesis, including human motion imitation, appearance transfer, and novel view synthesis, within a unified framework. It means that the model, once being tr…

eess.IV2020★ 21 cited

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images

Kang Zhou, Yuting Xiao, Jianlong Yang +6

Anomaly detection in retinal image refers to the identification of abnormality caused by various retinal diseases/lesions, by only leveraging normal images in training phase. Norma…

cs.CV2019★ 25 cited

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

Wen Liu, Zhixin Piao, Jie Min +3

We tackle the human motion imitation, appearance transfer, and novel view synthesis within a unified framework, which means that the model once being trained can be used to handle…

cs.CV2018★ 3 cited

Multi-Cell Multi-Task Convolutional Neural Networks for Diabetic Retinopathy Grading

Kang Zhou, Zaiwang Gu, Wen Liu +4

Diabetic Retinopathy (DR) is a non-negligible eye disease among patients with Diabetes Mellitus, and automatic retinal image analysis algorithm for the DR screening is in high dema…

cs.CV2017★ 71 cited

Future Frame Prediction for Anomaly Detection -- A New Baseline

Wen Liu, Weixin Luo, Dongze Lian +1

Anomaly detection in videos refers to the identification of events that do not conform to expected behavior. However, almost all existing methods tackle the problem by minimizing t…