Hubert P. H. Shum
13 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🚀 Conference Pioneer ⚡ Prolific Year · Productive
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(6)
Analysis
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(3)
Domain-Specific
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Generation
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
semantic segmentation
(3)
3d vision
(2)
point cloud
(2)
causal inference
(1)
temporal modeling
(1)
image generation
(1)
semi-supervised learning
(1)
scene understanding
(1)
self-supervised learning
(1)
medical imaging
(1)
knowledge distillation
(1)
autonomous driving
(1)
bird's eye view
(1)
motion deblurring
(1)
unsupervised learning
(1)
sensor fusion
(1)
vector quantization
(1)
human action recognition
(1)
image inpainting
(1)
model compression
(1)
Papers
CaFlow: Enhancing Long-Term Action Quality Assessment with Causal Counterfactual Flow
WACV 2026
KD360-VoxelBEV: LiDAR and 360-degree Camera Cross Modality Knowledge Distillation for Bird's-Eye-View Segmentation
WACV 2026
ViTE: Virtual Graph Trajectory Expert Router for Pedestrian Trajectory Prediction
AAAI 2026
SEM-Net: Efficient Pixel Modelling for Image Inpainting with Spatially Enhanced SSM
WACV 2025
Depth-Aware Endoscopic Video Inpainting
MICCAI 2024
MAGR: Manifold-Aligned Graph Regularization for Continual Action Quality Assessment
ECCV 2024
RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation
ECCV 2024
Self-Regulated Sample Diversity in Large Language Models
NAACL 2024
U3DS3: Unsupervised 3D Semantic Scene Segmentation
WACV 2024
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient
ICCV 2023
Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
CVPR 2023
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers
ICCV 2023
Geometric Features Informed Multi-Person Human-Object Interaction Recognition in Videos
ECCV 2022