Muzhi Zhu
10 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5)
🌈
Renaissance Researcher
(5)
🤝
Dynamic Duo
(10)
👑
Triple Crown
🏆
Grand Slam
💎
Century Club
(10)
⚡
Prolific Year
(6)
Conferences
CVPR (2)
ICCV (2)
ICLR (2)
NIPS (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
in-context learning
(3)
semantic segmentation
(3)
few-shot learning
(2)
image segmentation
(2)
in-context segmentation
(2)
instance segmentation
(2)
data augmentation
(1)
prompt learning
(1)
self-supervised learning
(1)
open-vocabulary segmentation
(1)
visual reasoning
(1)
deep learning
(1)
markov decision process
(1)
policy improvement
(1)
foundation model
(1)
synthetic datum
(1)
generative model
(1)
multi-modal large language model
(1)
multimodal learning
(1)
image restoration
(1)
Papers
A Denoising Pre-training Framework for Accelerating Novel Material Discovery
AAAI 2025
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories
CVPR 2025
Unified Open-World Segmentation with Multi-Modal Prompts
ICCV 2025
A Simple Image Segmentation Framework via In-Context Examples
NIPS 2024
Unleashing the Potential of the Diffusion Model in Few-shot Semantic Segmentation
NIPS 2024
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
Matcher: Segment Anything with One Shot Using All-Purpose Feature Matching
ICLR 2024
De novo Protein Design Using Geometric Vector Field Networks
ICLR 2024
SegPrompt: Boosting Open-World Segmentation via Category-Level Prompt Learning
ICCV 2023