Zhiyi Pan
8 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(7)
Analysis
(6)
Machine Learning
(4)
Learning Types Β· Machine Learning
(4)
Deep Learning
(2)
Processing
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Keywords
semantic segmentation
(3)
weakly supervised learning
(3)
3d gaussian splatting
(2)
point cloud segmentation
(2)
point cloud semantic segmentation
(2)
markov decision process
(1)
random walk
(1)
feature space
(1)
uncertainty reduction
(1)
neural representation
(1)
inductive bia
(1)
vision-language model
(1)
local geometry
(1)
policy network
(1)
distribution alignment
(1)
hybrid architecture
(1)
mixture of von mises-fisher distribution
(1)
clustering initialization
(1)
graph convolution network
(1)
digital watermarking
(1)
Papers
ExtrinSplat: Decoupling Geometry and Semantics for Open-Vocabulary Understanding in 3D Gaussian Splatting
CVPR 2026
Write Where It Matters: Policy-Guided Watermarks for 3D Gaussian Splatting
CVPR 2026
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations
AAAI 2025
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation
NeurIPS 2024
Less Is More: Label Recommendation for Weakly Supervised Point Cloud Semantic Segmentation
AAAI 2024
Perspective+ Unet: Enhancing Segmentation with Bi-Path Fusion and Efficient Non-Local Attention for Superior Receptive Fields
MICCAI 2024
Improving Graph Representation for Point Cloud Segmentation via Attentive Filtering
CVPR 2023
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace
ICCV 2021