Truong Nguyen
Distinguished Professor
Works on image and video processing, 3D video and depth estimation.
Truong Nguyen's lab at UCSD works on 3D vision & neural rendering and video understanding. 69 papers since 2023, 10 at top venues, mostly CVPR and ICASSP. 7 PhD students and 7 master's students. 133 alumni. Applications close .
At a glance
- papers, 2023–2026
- 18/ year
- at T1 venues
- 14%
- PhD students
- 7
- MS students
- 7
- alumni listed
- 133
Papers by yearfrom the lab homepage, 2023–2026
- 19 papers2026 · T1 7 · collecting
- 22 papers2025 · T1 1
- 16 papers2024 · T1 1
- 12 papers2023 · T1 1
T1 venuesOtherVenues: CVPR, ICASSP, ICIP, BMVC, ECCV
Research focuspaper titles that use each topic's words
- 3D vision & neural rendering14 papers
- Video understanding1 paper
- depth1 paper
- depth estimation1 paper
- video1 paper
Paper list
From the lab homepage.
202619 papers
- EUSIPCOConsistency-Preserving Diverse Video Generation
- European Urology Open ScienceDeep Learning Artificial Intelligence and Restriction Spectrum Imaging for Patient-level Detection of Clinically Significant Prostate Cancer on Biparametric Magnetic Resonance Imaging
- CVPR (T1)Depth Any Panoramas: A Foundation Model for Panoramic Depth Estimation
- WACVDynaGSLAM: Real-Time Gaussian-Splatting SLAM for Online Rendering, Tracking, Motion Predictions of Moving Objects in Dynamic Scenes
- ICIPEstablishing Robust Retinal Eye Tracking: A Weakly Supervised Algorithmic Framework
- EUSIPCOGlossGau: Efficient Inverse Rendering for Glossy Surface with Anisotropic Spherical Gaussian
- CVPR (T1)HumanOrbit: 3D Human Reconstruction as 360 Orbit Generation
- IEEE AccessImage-Conditioned 3D Gaussian Splat Quantization for Scene Archival
- EUSIPCOLAYERWISE TUNABLE LIFTING SCHEME FOR THE CONVOLUTIONAL NEURAL NETWORK
- EUSIPCOLearnable Multi-level Discrete Wavelet Transforms for 3D Gaussian Splatting Frequency Modulation
- IROS WorkshopPhysGraph: Physically-Grounded Graph-Transformer Policies for Bimanual Dexterous Hand-Tool-Object Manipulation
- IEEE Transactions on Biomedical EngineeringRefining Severe Asthma Phenotyping With LLM-Derived Controller Medication Use Signals
202522 papers
- ICRA WorkshopA Shared-Autonomy Construction Robotic System for Overhead Works
- RetinaAI Enhanced OCT Analysis for Detecting ILM Removal in ERM Surgery
- ARVOAI-Enhanced OCT Analysis for Predicting ILM Removal in ERM Surgery
- IEEE Open Journal of Signal Processing. 10.1109/OJSP. .3580967Biorthogonal Lattice Tunable Wavelet Units and their Implementation in Convolutional Neural Networks for Computer Vision problems (opens in a new tab)
- EUSIPCOBIORTHOGONAL TUNABLE WAVELET UNIT WITH LIFTING SCHEME IN CONVOLUTIONAL NEURAL NETWORK
- MICCAI (T1)Class-Conditioned Image Synthesis with Diffusion for Imbalanced Diabetic Retinopathy Grading
- Neurocomputing. https://doi.org/10.1016/j.neucom. .130743ColorFormer: Anovel colorization method based on a transformer (opens in a new tab)
- Journal of Allergy and Clinical Immunology: GlobalDetection and Prediction of Real-World Severe Asthma Phenotypes by Application of Machine Learning to Electronic Health Records
- VCIPDWTGS: Rethinking Frequency Regularization for Sparse-view 3D Gaussian Splatting
- AMIA Informatics SummitEnhancing Healthcare Data Integration: A Machine Learning Approach to Harmonizing Laboratory Labels
- ICCV WorkshopFrom Coarse to Fine: Learnable Discrete Wavelet Transforms for Efficient 3D Gaussian Splatting
- TMMKeynode-driven Geometry Coding for Real-world Scanned Human Dynamic Mesh Compression
202416 papers
- IEEE AccessA Lattice-Structure-Based Trainable Orthogonal Wavelet Unit for Image Classification
- In International Workshop on Biomedical Image Registration (pp. 137-147). Cham: Springer Nature SwitzerlandA Learning-Free Approach to Mitigate Abnormal Deformations in Medical Image Registration
- CVPR (T1)AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement (opens in a new tab)
- Scientific ReportsCross-instrument optical coherence tomography-angiography (OCTA)-based prediction of age-related macular degeneration (AMD) disease activity using artificial intelligence
- Western Society of Allergy, Asthma & Immunology (WSAAI) ConferenceDistinct Real World Asthma Phenotypes Identified Using Electronic Health Records
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. JulyEfficient In-Training Adaptive Compound Loss Function Contribution Control for Medical Image Segmentation
- In International Workshop on Machine Learning in Medical Imaging (pp. 320-330). Cham: Springer Nature SwitzerlandEnhanced Small Liver Lesion Detection and Segmentation Using a Size-Focused Multi-model Approach in CT Scans
- IntelliSysLocalizing Scan Targets from Human Pose for Autonomous Lung Ultrasound Imaging
- CVPR WorkshopModeling Detailed Human Geometry with Adaptive Local Refinement
- CVPR WorkshopMonoSelRecon: Purely Self-Supervised Explicit Generalizable 3D Reconstruction of Indoor Scenes from Monocular RGB Views
- Annual International Conference of the IEEE Engineering in Medicine and Biology Society. JulyOCTA-Based AMD Stage Grading Enhancement via Class-Conditioned Style Transfer
- AIDS Research and Human RetrovirusesPostural Stability as a Measure of Fall Risk in Older People with and without HIV
202312 papers
- Clinical & experimental ophthalmology Efficacy and accuracy of artificial intelligence to overlay multimodal images from different optical instruments in patients with retinitis pigmentosa
- VCIPA Novel Learnable Orthogonal Wavelet Unit Neural Network with Perfection Reconstruction Constraint Relaxation for Image Classification
- Ophthalmic Surgery, Lasers and Imaging RetinaAccuracy and Time Comparison Between Side-by-Side and Artificial Intelligence Overlayed Images
- ICIPAccurate Registration between Ultra-wide-field and Narrow Angle Retina Images with 3D Eyeball Shape Optimization
- Int. Conf. on Acoustics, Speech and Signal Processing WorkshopAmbient Sleep Quality Analysis with a Machine Learning Model
- ICCV WorkshopEmbedded Deformation-based Compression for Human 3D Dynamic Meshes with Changing Topology
- Int. Conf. on Acoustics, Speech and Signal ProcessingEncoder-Decoder Graph Convolutional Network for Automatic Timed-Up-and-Go and Sit-to-Stand Segmentation
- CVPR (T1)Kappa angle regression with ocular counter-rolling awareness for gaze estimation
- Computerized Medical Imaging and GraphicsMulti-path decoder U-Net: A weakly trained real-time segmentation network for object detection and localization in ultrasound scans
- IEEE AccessRadio Frequency Signal Strength Based Multitarget Tracking With Robust Path Planning
- IEEE AccessRetinal OCT layer segmentation via joint motion correction and graph-assisted 3D neural network
- ICCV WorkshopRobust AMD Stage Grading with Exclusively OCTA Modality Leveraging 3D Volume
Where alumni went133 listed
Apply to UCSDFall 2027
UCSD CSE Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
Similar labsnearest by research summary
- CNSJTU
Jie Guo
- Recognition, detection & segmentation
- USNYU
Edward Wong
- Recognition, detection & segmentation
- CNSJTU
Xiaoyun Yuan
- Computational imaging & photography
- USCMU
Matthew O'Toole
- Computational imaging & photography
- SGNTU
Chen Change Loy
- Video understanding
- CNPeking
Tingting Jiang
- Video understanding
Your notes
Save this lab to keep notes.
Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
UCSDcloses