Zelin Peng
16 papers · 2022–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (6)
🌉
Interdisciplinary Bridge
🤝
Dynamic Duo
(11)
👥
Mega-Team
(21)
🗃️
Keyword Collector
(79)
🚀
Conference Pioneer
💎
Century Club
(14)
🔥
Unstoppable
(5)
⚡
Prolific Year
(8)
Conferences
CVPR (7)
AAAI (5)
ICCV (2)
IJCAI (1)
MICCAI (1)
Top co-authors
Keywords
vision-language model
(5)
image segmentation
(4)
transfer learning
(4)
attention mechanism
(2)
parameter-efficient fine-tuning
(2)
contrastive learning
(2)
open-vocabulary semantic segmentation
(2)
multimodal large language model
(2)
segment anything model
(2)
semantic segmentation
(2)
parameter efficient fine-tuning
(2)
computer vision
(2)
clip model
(2)
visual question answering
(1)
domain adaptation
(1)
image classification
(1)
matrix decomposition
(1)
hierarchical alignment
(1)
domain generalization
(1)
representation learning
(1)
Papers
Efficient Segmentation with Multimodal Large Language Model via Token Routing
AAAI 2026
CP-CLIP: Customized Parameter Generation for Open-vocabulary Semantic Segmentation
AAAI 2026
Understanding Fine-tuning CLIP for Open-vocabulary Semantic Segmentation in Hyperbolic Space
CVPR 2025
Star with Bilinear Mapping
CVPR 2025
Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation
CVPR 2025
Retaining Knowledge and Enhancing Long-Text Representations in CLIP through Dual-Teacher Distillation
CVPR 2025
Domain Generalization in CLIP via Learning with Diverse Text Prompts
CVPR 2025
FATE: Feature-Adapted Parameter Tuning for Vision-Language Models
AAAI 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
CVPR 2025
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
LERE: Learning-Based Low-Rank Matrix Recovery with Rank Estimation
AAAI 2024
Missing as Masking: Arbitrary Cross-modal Feature Reconstruction for Incomplete Multimodal Brain Tumor Segmentation
MICCAI 2024
SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction
AAAI 2024
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model
CVPR 2024
USAGE: A Unified Seed Area Generation Paradigm for Weakly Supervised Semantic Segmentation
ICCV 2023
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information
IJCAI 2022