Dianmo Sheng
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
CVPR (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
semantic segmentation
(2)
large language model
(2)
few-shot learning
(1)
optimal transport
(1)
data augmentation
(1)
in-context learning
(1)
multimodal learning
(1)
image captioning
(1)
instance segmentation
(1)
uncertainty estimation
(1)
stable diffusion
(1)
in-context segmentation
(1)
open-vocabulary semantic segmentation
(1)
visual understanding
(1)
prototype discovery
(1)
generative modeling
(1)
prototype construction
(1)
zero-shot learning
(1)
Papers
Training-free Open-Vocabulary Semantic Segmentation via Diverse Prototype Construction and Sub-region Matching
AAAI 2025
UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery
CVPR 2025
Towards More Unified In-context Visual Understanding
CVPR 2024
X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion
ICML 2023