Dr Danny Xu
Research Fellow in Computer Vision
School of Computing and Information Systems
18 Scholarly works
0 Projects
HIGHLIGHTS
2025
Conference Proceedings
DAA*: Deep Angular A Star for Image-based Path Planning
DOI: 10.48550/arxiv.2507.093052024
Journal article
Weakly-Supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors.
DOI: 10.1109/TPAMI.2024.34589742024
Conference Proceedings
Unleashing Artificial Cognition: Integrating Multiple AI Systems
DOI: 10.48550/arxiv.2408.049102024
Journal article
Adversarial Purification with the Manifold Hypothesis
DOI: 10.1609/aaai.v38i15.295742024
Conference Proceedings
IMPUS: Image Morphing with Perceptually-Uniform Sampling Using Diffusion Models
DOI: 10.48550/arxiv.2311.067922024
Journal article
Joint Active and Passive Beamforming for IRS-Assisted Monostatic Backscatter Systems: An Unsupervised Learning Approach
DOI: 10.1109/tmlcn.2024.33553172023
Journal article
Probabilistic and semantic descriptions of image manifolds and their applications
DOI: 10.3389/fcomp.2023.1253682
RECENT SCHOLARLY WORKS
2023
Conference Proceedings
PMaF: Deep Declarative Layers for Principal Matrix Features
DOI: 10.48550/arxiv.2306.147592023
Conference Proceedings
Towards Understanding Gradient Approximation in Equality Constrained Deep Declarative Networks
DOI: 10.48550/arxiv.2306.140542022
Conference Proceedings
Exploiting Problem Structure in Deep Declarative Networks: Two Case Studies
DOI: 10.48550/arxiv.2202.12404