Tingying Peng

5 papers · 2015–2025 · 4 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 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

🚀 Conference Pioneer

Venues

MICCAI (2) ECCV (1) ICCV (1) NeurIPS (1)

Top co-authors

Julia A. Schnabel (2) Tomáš Chobola (2) Amal Lahiani (1) Hanyi Zhang (1) Matthias Hehr (1) Manuel Tran (1) Gustavo Carneiro (1) Ece Sancar (1) Julia A Schnabel (1) Yu Liu (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Computer Vision (1) Application Areas (1) Core AI (1) Processing (1)

Keywords

self-supervised learning (1) medical imaging (1) weakly supervised learning (1) multimodal learning (1) modality alignment (1) structured output (1) support vector machine (1) convolutional neural network (1) foundation model (1) multimodal transformer (1) masked modeling (1) low-light image enhancement (1) implicit neural function (1) guided filter (1) hsv space (1) scene adaptability (1) single image-based training loss (1)

Papers

Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration MICCAI 2025 DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology MICCAI 2024 Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations ECCV 2024 Training Transitive and Commutative Multimodal Transformers with LoReTTa NeurIPS 2023 Weakly-Supervised Structured Output Learning With Flexible and Latent Graphs Using High-Order Loss Functions ICCV 2015