Jiancheng YANG
15 papers · 2019–2026 · 7 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(53)
Top co-authors
Research topics
Computer Vision
(10)
Deep Learning
(8)
Analysis
(7)
Machine Learning
(5)
Domain-Specific
(4)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Models
(3)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Core AI Β· Computer Vision
(1)
Core AI Β· Artificial Intelligence
(1)
Keywords
point cloud
(4)
medical imaging
(3)
representation learning
(3)
unsupervised learning
(2)
self-supervised learning
(2)
diffusion model
(2)
contrastive learning
(2)
vision transformer
(1)
image segmentation
(1)
implicit representation
(1)
event camera
(1)
action recognition
(1)
depth estimation
(1)
3d vision
(1)
monocular depth estimation
(1)
image synthesis
(1)
human pose estimation
(1)
geometric deep learning
(1)
multi-task learning
(1)
semantic segmentation
(1)
Papers
AortaDiff: A Unified Multitask Diffusion Framework for Contrast-Free AAA Imaging
WACV 2026
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion
MICCAI 2025
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models
ICLR 2025
Pairwise-Constrained Implicit Functions for 3D Human Heart Modeling
MICCAI 2025
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance
MICCAI 2024
Generating Anatomically Accurate Heart Structures via Neural Implicit Fields
MICCAI 2024
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
MIDL 2023
ImplicitAtlas: Learning Deformable Shape Templates in Medical Imaging
CVPR 2022
Representation-Agnostic Shape Fields
ICLR 2022
3D Human Action Representation Learning via Cross-View Consistency Pursuit
CVPR 2021
Shape Self-Correction for Unsupervised Point Cloud Understanding
ICCV 2021
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation
CVPR 2020
Learning Black-Box Attackers with Transferable Priors and Query Feedback
NeurIPS 2020
Dynamic Points Agglomeration for Hierarchical Point Sets Learning
ICCV 2019
Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling
CVPR 2019