Yuki M. Asano
19 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🧬 Topic Evolution
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Unstoppable · Bronze
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Machine Learning
(12)
Computer Vision
(11)
Learning Types · Machine Learning
(10)
Deep Learning
(8)
Analysis
(8)
Learning Types · Deep Learning
(6)
Artificial Intelligence
(4)
Architectures
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Core AI
(3)
Models
(3)
Processing
(3)
Data Science & Analytics
(2)
Application Areas
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Applications
(2)
Core Methods
(2)
Keywords
self-supervised learning
(10)
representation learning
(4)
contrastive learning
(3)
feature extraction
(2)
semantic segmentation
(2)
unsupervised learning
(2)
contact tracing
(2)
point cloud
(2)
video representation
(2)
multimodal large language model
(2)
image retrieval
(1)
scene understanding
(1)
zero-shot learning
(1)
object detection
(1)
causal inference
(1)
statistical inference
(1)
3d vision
(1)
image generation
(1)
cross-modal learning
(1)
audio-visual learning
(1)
Papers
3D sans 3D Scans: Scalable Pre-training from Video-Generated Point Clouds
CVPR 2026
Same Content, Different Answers: Cross-Modal Inconsistency in MLLMs
CVPR 2026
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos
MICCAI 2025
TWIST & SCOUT: Grounding Multimodal LLM-Experts by Forget-Free Tuning
ICCV 2025
GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features
ECCV 2024
Learning to Count without Annotations
CVPR 2024
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
NeurIPS 2024
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs
CVPR 2024
Protect Your Score: Contact-Tracing with Differential Privacy Guarantees
AAAI 2024
No time to waste: practical statistical contact tracing with few low-bit messages
AISTATS 2023
Self-Guided Diffusion Models
CVPR 2023
Self-Ordering Point Clouds
ICCV 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image Representations
ICCV 2023
Less than Few: Self-Shot Video Instance Segmentation
ECCV 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation
CVPR 2022
Self-Supervised Object Detection From Audio-Visual Correspondence
CVPR 2022
VTC: Improving Video-Text Retrieval with User Comments
ECCV 2022
On Compositions of Transformations in Contrastive Self-Supervised Learning
ICCV 2021
Space-Time Crop & Attend: Improving Cross-Modal Video Representation Learning
ICCV 2021