Haijin Zeng
12 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π€ Dynamic Duo (10)
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Venues
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Research topics
Machine Learning
(9)
Computer Vision
(8)
Processing
(8)
Deep Learning
(7)
Core Methods
(4)
Models
(4)
Application Areas
(3)
Architectures
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Optimization & Theory Β· Machine Learning
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Artificial Intelligence
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Domain-Specific
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Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Analysis
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Keywords
image restoration
(5)
image reconstruction
(5)
diffusion model
(4)
snapshot compressive imaging
(4)
self-supervised learning
(2)
spectral imaging
(2)
image demosaicing
(2)
state space model
(2)
transformer architecture
(2)
hyperspectral image
(2)
low-rank recovery
(1)
low-rank approximation
(1)
image denoising
(1)
spectral analysis
(1)
compressive sensing
(1)
zero-shot learning
(1)
tensor decomposition
(1)
mamba architecture
(1)
remote sensing
(1)
inverse problem
(1)
Papers
Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging
AAAI 2026
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing
CVPR 2025
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems
AAAI 2025
Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement
ICLR 2025
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks
CVPR 2025
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model
CVPR 2024
Dual Prior Unfolding for Snapshot Compressive Imaging
CVPR 2024
Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification
CVPR 2024
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging
NeurIPS 2024
SAH-SCI: Self-Supervised Adapter for Efficient Hyperspectral Snapshot Compressive Imaging
ECCV 2024
Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising
CVPR 2024
Wavelength-Embedding-guided Filter-Array Transformer for Spectral Demosaicing
ECCV 2024