Chengxiang Fan
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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The Questioner
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Research topics
Keywords
instance segmentation
(2)
generative model
(2)
data augmentation
(1)
monocular depth estimation
(1)
surface normal estimation
(1)
video instance segmentation
(1)
object tracking
(1)
prompt learning
(1)
diffusion model
(1)
synthetic data
(1)
unknown object detection
(1)
generated data
(1)
image matting
(1)
distribution discrepancy
(1)
open-world learning
(1)
memory bank
(1)
class-agnostic segmentation
(1)
instance embedding
(1)
category-level prompt
(1)
segmentation performance
(1)
Papers
What Matters When Repurposing Diffusion Models for General Dense Perception Tasks?
ICLR 2025
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data
CVPR 2024
Generative Active Learning for Long-tailed Instance Segmentation
ICML 2024
CTVIS: Consistent Training for Online Video Instance Segmentation
ICCV 2023
SegPrompt: Boosting Open-World Segmentation via Category-Level Prompt Learning
ICCV 2023