Xiaohan Nie
6 papers · 2014–2025 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (20)
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Research topics
Computer Vision
(5)
Machine Learning
(4)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Processing
(3)
Analysis
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Domain-Specific
(1)
Resources & Methods
(1)
Keywords
video understanding
(2)
self-supervised learning
(2)
contrastive learning
(2)
transfer learning
(1)
video segmentation
(1)
knowledge distillation
(1)
question answering
(1)
point cloud
(1)
depth estimation
(1)
structure from motion
(1)
human pose estimation
(1)
visual reasoning
(1)
scene representation
(1)
adaptive sampling
(1)
image registration
(1)
frame selection
(1)
and-or graph
(1)
sparse reconstruction
(1)
multimodal large language model
(1)
camera pose
(1)
Papers
M-LLM Based Video Frame Selection for Efficient Video Understanding
CVPR 2025
Movies2Scenes: Using Movie Metadata To Learn Scene Representation
CVPR 2023
Depth-Guided Sparse Structure-From-Motion for Movies and TV Shows
CVPR 2022
A Robust and Efficient Framework for Sports-Field Registration
WACV 2021
Shot Contrastive Self-Supervised Learning for Scene Boundary Detection
CVPR 2021
Cross-view Action Modeling, Learning and Recognition
CVPR 2014