Yuki M Asano
20 papers · 2021–2026 · 9 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
Deep Learning
(10)
Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(8)
Computer Vision
(6)
Techniques
(6)
Architectures
(5)
Learning Types · Machine Learning
(5)
Application Areas
(4)
Core Methods
(4)
Natural Language Processing
(3)
Analysis
(3)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Keywords
self-supervised learning
(4)
causal discovery
(3)
image classification
(3)
representation learning
(3)
attention mechanism
(2)
causal representation learning
(2)
vision foundation model
(2)
semantic segmentation
(2)
text classification
(1)
matrix factorization
(1)
optimal transport
(1)
image captioning
(1)
knowledge distillation
(1)
model distillation
(1)
temporal sequence
(1)
multimodal learning
(1)
prompt engineering
(1)
social media analysis
(1)
data augmentation
(1)
scene understanding
(1)
Papers
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
CVPR 2026
Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs
EMNLP 2025
MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning
ICCV 2025
Near, far: Patch-ordering enhances vision foundation models' scene understanding
ICLR 2025
TULIP: Token-length Upgraded CLIP
ICLR 2025
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
ICLR 2024
Object-Centric Diffusion for Efficient Video Editing
ECCV 2024
Rethinking Image Super Resolution from Training Data Perspectives
ECCV 2024
Scaling Backwards: Minimal Synthetic Pre-training?
ECCV 2024
SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery
ECCV 2024
SIGMA: Sinkhorn-Guided Masked Video Modeling
ECCV 2024
Skip-Attention: Improving Vision Transformers by Paying Less Attention
ICLR 2024
VeRA: Vector-based Random Matrix Adaptation
ICLR 2024
BISCUIT: Causal Representation Learning from Binary Interactions
UAI 2023
Causal Representation Learning for Instantaneous and Temporal Effects in Interactive Systems
ICLR 2023
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image
ICLR 2023
CITRIS: Causal Identifiability from Temporal Intervened Sequences
ICML 2022
Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements
NAACL 2022
Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing
ICLR 2022
Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset
ACL 2021