Jianming Liang
12 papers · 2016–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (9) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (28)
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Academic Marathon
(9)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
π§¬
Topic Evolution
π
Century Club
(12)
π
Conference Pioneer
Conferences
CVPR (4)
WACV (3)
ECCV (1)
ICCV (1)
MICCAI (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
medical imaging
(7)
representation learning
(4)
transfer learning
(4)
self-supervised learning
(4)
object detection
(2)
convolutional neural network
(2)
foundation model
(2)
zero-shot learning
(2)
multi-task learning
(1)
knowledge distillation
(1)
adversarial learning
(1)
image segmentation
(1)
feature embedding
(1)
instance segmentation
(1)
discriminative learning
(1)
feature representation
(1)
image-to-image translation
(1)
disease detection
(1)
few-shot learning
(1)
semantic segmentation
(1)
Papers
Learning Anatomy-Disease Entangled Representation
WACV 2025
Foundation X: Integrating Classification Localization and Segmentation through Lock-Release Pretraining Strategy for Chest X-ray Analysis
WACV 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition
WACV 2025
ASA: Learning Anatomical Consistency, Sub-volume Spatial Relationships and Fine-grained Appearance for CT Images
MICCAI 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision
CVPR 2024
Large-batch Optimization for Dense Visual Predictions: Training Faster R-CNN in 4.2 Minutes
NIPS 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis
CVPR 2022
Unifying Visual Perception by Dispersible Points Learning
ECCV 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging
MIDL 2022
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization
ICCV 2019
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally
CVPR 2017
Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks
CVPR 2016