Mingcan Ma

4 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 📈 Trend Setter

Venues

AAAI (2) CVPR (1) ICCV (1)

Top co-authors

Jia Li (4) Changqun Xia (3) Wenzhuang Wang (2) Yong Chen (2) Zhonglin Jiang (1) Yifan Zhao (1) Ming Liu (1) Zhirui Zhao (1) Chenxi Xie (1) Zhenbao Liang (1)

Research topics

Computer Vision (4) Deep Learning (4) Analysis (3) Processing (3) Models (2) Machine Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core AI (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

convolutional neural network (2) attention mechanism (2) image segmentation (2) semantic segmentation (2) diffusion model (1) salient object detection (1) open-vocabulary segmentation (1) text-to-image diffusion (1) feature aggregation (1) frequency analysis (1) data synthesis (1) high resolution (1) layout-to-image generation (1) pyramid network (1) visual-linguistic alignment (1) neural network (1) spatial attention (1) frequency disentanglement (1) degraded image generation (1) latent diffusion space (1)

Papers

FICGen: Frequency-Inspired Contextual Disentanglement for Layout-driven Degraded Image Generation ICCV 2025 FreeGen: Bridging Visual-Linguistic Discrepancies Towards Diffusion-based Pixel-level Data Synthesis AAAI 2025 Pyramid Grafting Network for One-Stage High Resolution Saliency Detection CVPR 2022 Pyramidal Feature Shrinking for Salient Object Detection AAAI 2021