Yifei Fan
10 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (32) 💎 Century Club · Bronze ⚡ Prolific Year · Productive
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Keyword Collector
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Research topics
Computer Vision
(8)
Deep Learning
(6)
Processing
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Analysis
(4)
Core AI · Artificial Intelligence
(4)
Generation
(4)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Natural Language Processing
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
image difference captioning
(2)
large language model
(2)
multimodal learning
(2)
semantic segmentation
(2)
multimodal large language model
(2)
knowledge distillation
(1)
self-supervised learning
(1)
image restoration
(1)
depth estimation
(1)
image captioning
(1)
visual recognition
(1)
diffusion model
(1)
benchmark dataset
(1)
loss function
(1)
uncertainty quantification
(1)
vision-language model
(1)
latent space
(1)
foundation model
(1)
uncertainty estimation
(1)
text generation
(1)
Papers
Beyond Single Images: A Comprehensive Benchmark for Album-Level Vision-Language Understanding
CVPR 2026
DiffTell: A High-Quality Dataset for Describing Image Manipulation Changes
ICCV 2025
The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers
CVPR 2025
Content-Aware Image Color Editing With Auxiliary Color Restoration Tasks
WACV 2024
Interactive Segmentation for Diverse Gesture Types Without Context
WACV 2024
Latent-Guided Exemplar-Based Image Re-Colorization
WACV 2024
SPIN: Hierarchical Segmentation with Subpart Granularity in Natural Images
ECCV 2024
Uncertainty-aware Fine-tuning of Segmentation Foundation Models
NeurIPS 2024
VIXEN: Visual Text Comparison Network for Image Difference Captioning
AAAI 2024
Layered Depth Refinement With Mask Guidance
CVPR 2022