Dianmo Sheng
6 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(5)
Computer Vision
(4)
Machine Learning
(3)
Core AI · Artificial Intelligence
(3)
Analysis
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
semantic segmentation
(3)
in-context learning
(2)
in-context segmentation
(2)
large language model
(2)
visual question answering
(1)
optimal transport
(1)
data augmentation
(1)
multimodal learning
(1)
image captioning
(1)
instance segmentation
(1)
multimodal large language model
(1)
uncertainty estimation
(1)
stable diffusion
(1)
open-vocabulary semantic segmentation
(1)
visual understanding
(1)
bounding box annotation
(1)
fine-grained segmentation
(1)
prototype discovery
(1)
prototype construction
(1)
compositional prompt
(1)
Papers
CDICS: Delving Into Fine-Grained Attribute for In-Context Segmentation via Compositional Prompts and Phased Decoupling
CVPR 2026
Learning to Focus and Precise Cropping:A Reinforcement Learning Framework with Information Gaps and Grounding Loss for MLLMs
CVPR 2026
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