Ziyang Song
10 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Keyword Collector
(59)
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Research topics
Deep Learning
(6)
Machine Learning
(6)
Computer Vision
(5)
Analysis
(5)
Artificial Intelligence
(4)
Architectures
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications
(1)
Clinical
(1)
Keywords
self-supervised learning
(2)
novel view synthesis
(2)
future frame extrapolation
(2)
reinforcement learning
(1)
game artificial intelligence
(1)
dense matching
(1)
domain generalization
(1)
neural radiance field
(1)
point cloud
(1)
instance segmentation
(1)
gaussian process
(1)
3d object segmentation
(1)
convolutional neural network
(1)
generative adversarial network
(1)
next-token prediction
(1)
3d gaussian splatting
(1)
sequential decision making
(1)
self-attention mechanism
(1)
game ai
(1)
causal inference
(1)
Papers
Multimodal Causality-Driven Representation Learning for Generalizable Medical Image Segmentation
CVPR 2026
FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity
CVPR 2025
TRACE: Learning 3D Gaussian Physical Dynamics from Multi-view Videos
ICCV 2025
Bidirectional Generative Pre-training for Improving Healthcare Time-series Representation Learning
MLHC 2024
OSN: Infinite Representations of Dynamic 3D Scenes from Monocular Videos
ICML 2024
UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models
EMNLP 2024
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation
ICCV 2023
NVFi: Neural Velocity Fields for 3D Physics Learning from Dynamic Videos
NeurIPS 2023
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds
NeurIPS 2022
Multi-Scale Matching Networks for Semantic Correspondence
ICCV 2021