Danny Chen
10 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Conference Polyglot
(6)
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Academic Marathon
(7)
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Cross-Pollinator
(8)
π
Keyword Champion
(2)
π
Trend Setter
Conferences
CVPR (2)
ICLR (2)
IJCAI (2)
MIDL (2)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
ordinal regression
(4)
deep learning
(3)
image classification
(1)
image generation
(1)
hierarchical classification
(1)
monocular depth estimation
(1)
class imbalance
(1)
hierarchical representation
(1)
label hierarchy
(1)
sequence prediction
(1)
generative model
(1)
autoregressive model
(1)
deep neural network
(1)
imbalanced classification
(1)
zero-shot generalization
(1)
controllable generation
(1)
computed tomography
(1)
fuzzy learning
(1)
patch-level feature
(1)
label ambiguity
(1)
Papers
Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression
IJCAI 2025
Scalable Autoregressive Monocular Depth Estimation
CVPR 2025
PCA-YOLO: A Small Liver Tumor Detection Model with Patch-Contrastive Attention
MIDL 2025
Making Pre-trained Language Models Great on Tabular Prediction
ICLR 2024
MFIF-Net: A Multi-Focal Image Fusion Network for Implantation Outcome Prediction of Blastocyst
MIDL 2024
Robust Image Ordinal Regression with Controllable Image Generation
IJCAI 2023
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction
ICCV 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification
EMNLP 2023
TabCaps: A Capsule Neural Network for Tabular Data Classification with BoW Routing
ICLR 2023
Quantization of Fully Convolutional Networks for Accurate Biomedical Image Segmentation
CVPR 2018