Yuxin Hou
7 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Research topics
Computer Vision
(7)
Machine Learning
(5)
Analysis
(3)
Generation
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Keywords
encoder-decoder architecture
(2)
generative model
(2)
depth estimation
(2)
image generation
(2)
disparity estimation
(1)
probabilistic inference
(1)
visual question answering
(1)
visual representation
(1)
gaussian process
(1)
stereo matching
(1)
directed graph
(1)
gaussian process prior
(1)
disentangled representation
(1)
convolutional network
(1)
novel view synthesis
(1)
multimodal large language model
(1)
evaluation benchmark
(1)
graph reasoning
(1)
multi-view stereo
(1)
skip connection
(1)
Papers
DiGraphHal-Bench: Evaluating Multimodal Large Language Models on Complex Directed Graphs
CVPR 2026
Expansion of Visual Hints for Improved Generalization in Stereo Matching
WACV 2023
Gaussian Process Priors for View-Aware Inference
AAAI 2021
Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval
ICCV 2021
Novel View Synthesis via Depth-Guided Skip Connections
WACV 2021
Deep Automodulators
NeurIPS 2020
Multi-View Stereo by Temporal Nonparametric Fusion
ICCV 2019