Area of research
Computer Vision and Pattern Recognition · Automotive Engineering
Research interest
Research interests include Advanced Neural Network Applications, Autonomous Vehicle Technology and Safety, Advanced Vision and Imaging, and Advanced Image and Video Retrieval Techniques.
UniSim: A Neural Closed-Loop Sensor Simulator
Learning Compact Representations for LiDAR Completion and Generation
Towards Unsupervised Object Detection from LiDAR Point Clouds
Rethinking Closed-Loop Training for Autonomous Driving
Conditional Entropy Coding for Efficient Video Compression
Weakly-Supervised 3D Shape Completion in the Wild
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation
Deep Rigid Instance Scene Flow
PIXOR: Real-time 3D Object Detection from Point Clouds
Deep Continuous Fusion for Multi-sensor 3D Object Detection
Single Image Intrinsic Decomposition Without a Single Intrinsic Image
Find your way by observing the sun and other semantic cues
Monocular 3D Object Detection for Autonomous Driving
Efficient Deep Learning for Stereo Matching
Signalling via the osteopontin and high mobility group box-1 axis drives the fibrogenic response to liver injury
MovieQA: Understanding Stories in Movies through Question-Answering
Find your Way by Observing the Sun and Other Semantic Cues
Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books
Matrix metalloproteinase 10 contributes to hepatocarcinogenesis in a novel crosstalk with the stromal derived factor 1/C‐X‐C chemokine receptor 4 axis
O096 : Matrix metalloproteinase-10 contributes to hepatocellular carcinoma development in a novel crosstalk with stromal derived growth factor 1/C-X-C chemokine receptor 4 axis
The Role of Context for Object Detection and Semantic Segmentation in the Wild
Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts
Ileal <scp>FGF</scp>15 contributes to fibrosis‐associated hepatocellular carcinoma development
Bottom-Up Segmentation for Top-Down Detection
Matrix metalloproteinase‐10 expression is induced during hepatic injury and plays a fundamental role in liver tissue repair