Yuchen Ma
6 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Computer Vision
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Analysis
(2)
Learning Paradigms
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Keywords
object detection
(2)
causal inference
(2)
feature learning
(1)
few-shot learning
(1)
image generation
(1)
transfer learning
(1)
feature extraction
(1)
instance sampling
(1)
generative model
(1)
diffusion model
(1)
mixture model
(1)
selection bia
(1)
few-shot object detection
(1)
treatment effect
(1)
sensitive attribute
(1)
counterfactual fairness
(1)
heterogeneous treatment effect
(1)
potential outcome
(1)
one-stage detector
(1)
training sample selection
(1)
Papers
Consistent End-to-End Estimation for Counterfactual Fairness
CLeaR 2026
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision
ACL 2026
DiffPO: A causal diffusion model for learning distributions of potential outcomes
NeurIPS 2024
Generalized Few-Shot Object Detection Without Forgetting
CVPR 2021
IQDet: Instance-Wise Quality Distribution Sampling for Object Detection
CVPR 2021
BorderDet: Border Feature for Dense Object Detection
ECCV 2020