Siyu Huang
23 papers · 2018–2025 · 13 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (13) π Academic Marathon (7) πΊοΈ Taxonomy Completionist (36)
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Conference Polyglot
(13)
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Academic Marathon
(7)
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Grand Slam
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Century Club
(23)
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Keyword Collector
(86)
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Conference Pioneer
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Unstoppable
(8)
Conferences
CVPR (5)
AAAI (4)
ECCV (2)
EMNLP (2)
IJCAI (2)
ACML (1)
ICCV (1)
ICLR (1)
ICML (1)
IJCNLP (1)
MICCAI (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
multimodal learning
(4)
video captioning
(4)
shadow removal
(3)
image generation
(3)
active learning
(3)
tensor decomposition
(3)
image restoration
(3)
contrastive learning
(2)
style transfer
(2)
high-order correlation
(2)
cross-modal attention
(2)
generative model
(2)
transformer network
(2)
low-rank approximation
(2)
attention mechanism
(1)
self-supervised learning
(1)
temporal dynamics
(1)
sequence representation
(1)
natural language processing
(1)
semi-supervised learning
(1)
Papers
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
CVPR 2025
AutoAL: Automated Active Learning with Differentiable Query Strategy Search
ICML 2025
Latent Radiance Fields with 3D-aware 2D Representations
ICLR 2025
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation
ECCV 2024
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance
MICCAI 2024
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors
NIPS 2024
Making Your First Choice: To Address Cold Start Problem in Medical Active Learning
MIDL 2023
ShadowFormer: Global Context Helps Shadow Removal
AAAI 2023
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity
CVPR 2023
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
CVPR 2023
BM-NAS: Bilevel Multimodal Neural Architecture Search
AAAI 2022
Boosting Active Learning via Improving Test Performance
AAAI 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
AAAI 2022
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows
CVPR 2021
Semi-Supervised Active Learning With Temporal Output Discrepancy
ICCV 2021
Dual Low-Rank Multimodal Fusion
EMNLP 2020
Generating Person Images with Appearance-aware Pose Stylizer
IJCAI 2020
SBAT: Video Captioning with Sparse Boundary-Aware Transformer
IJCAI 2020
TP-LSD: Tri-Points Based Line Segment Detector
ECCV 2020
Text Guided Person Image Synthesis
CVPR 2019
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning
EMNLP 2019
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning
IJCNLP 2019
TVT: Two-View Transformer Network for Video Captioning
ACML 2018