Siyuan Yang
14 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (31)
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Century Club · Bronze
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Prolific Year · Productive
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Research topics
Deep Learning
(9)
Machine Learning
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Computer Vision
(7)
Learning Types · Deep Learning
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Learning Types · Machine Learning
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Processing
(4)
Artificial Intelligence
(3)
Analysis
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Architectures
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Core Methods
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Learning Paradigms
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Models
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Mathematics & Optimization
(1)
Natural Language Processing
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Application Areas
(1)
Keywords
temporal coherence
(2)
few-shot learning
(2)
diffusion model
(2)
self-supervised learning
(2)
transfer learning
(1)
image restoration
(1)
semantic segmentation
(1)
reproducing kernel hilbert space
(1)
video prediction
(1)
video classification
(1)
video generation
(1)
knowledge distillation
(1)
incremental learning
(1)
video understanding
(1)
pseudo labeling
(1)
class-incremental learning
(1)
corruption robustness
(1)
neural network optimization
(1)
prototype learning
(1)
metric learning
(1)
Papers
Beyond the Horizon: Decoupling Multi-View UAV Action Recognition via Partial Order Transfer
AAAI 2026
Adaptive Decision Boundary for Few-Shot Class-Incremental Learning
AAAI 2025
KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks
IJCAI 2025
MTL-UE: Learning to Learn Nothing for Multi-Task Learning
ICML 2025
Reconciling Stochastic and Deterministic Strategies for Zero-shot Image Restoration using Diffusion Model in Dual
CVPR 2025
Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild
ICCV 2025
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation
CVPR 2024
STSP: Spatial-Temporal Subspace Projection for Video Class-incremental Learning
ECCV 2024
Towards Physical World Backdoor Attacks against Skeleton Action Recognition
ECCV 2024
Frequency Guidance Matters in Few-Shot Learning
ICCV 2023
Temporal Coherent Test Time Optimization for Robust Video Classification
ICLR 2023
Video Diffusion Models with Local-Global Context Guidance
IJCAI 2023
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning
ICCV 2021
Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis
ECCV 2020