Yixin Yang
12 papers · 2021–2026 · 6 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 · Bronze 🗺️ Taxonomy Completionist (20)
💎
Century Club · Bronze
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The Questioner
(2)
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Keyword Collector
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Top co-authors
Research topics
Computer Vision
(8)
Deep Learning
(8)
Processing
(8)
Artificial Intelligence
(4)
Machine Learning
(4)
Architectures
(4)
Core AI · Artificial Intelligence
(4)
Core Methods
(2)
Generation
(2)
Models
(2)
Analysis
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
event camera
(6)
high dynamic range
(3)
image reconstruction
(3)
video generation
(2)
multimodal learning
(2)
large multimodal model
(2)
image deblurring
(2)
image restoration
(2)
diffusion model
(1)
visual reasoning
(1)
in-context learning
(1)
instruction tuning
(1)
video super-resolution
(1)
multimodal reasoning
(1)
conditional generation
(1)
video reconstruction
(1)
data selection
(1)
variational autoencoder
(1)
depth estimation
(1)
frame interpolation
(1)
Papers
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection
AAAI 2026
STCDiT: Spatio-Temporally Consistent Diffusion Transformer for High-Quality Video Super-Resolution
CVPR 2026
Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip?
EMNLP 2025
Event-guided HDR Reconstruction with Diffusion Priors
ICCV 2025
Polarimetric Neural Field via Unified Complex-Valued Wave Representation
ICCV 2025
Can Large Multimodal Models Uncover Deep Semantics Behind Images?
ACL 2024
ColorMNet: A Memory-based Deep Spatial-Temporal Feature Propagation Network for Video Colorization
ECCV 2024
Latency Correction for Event-guided Deblurring and Frame Interpolation
CVPR 2024
All-in-Focus Imaging From Event Focal Stack
CVPR 2023
Coherent Event Guided Low-Light Video Enhancement
ICCV 2023
Learning Event Guided High Dynamic Range Video Reconstruction
CVPR 2023
EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-Resolution
ICCV 2021