Shin'ya Yamaguchi
12 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (6) πΊοΈ Taxonomy Completionist (30) π§ Keyword Pioneer
π
Interdisciplinary Bridge
π₯
Unstoppable
(7)
π
Century Club
(11)
Conferences
AAAI (3)
NIPS (3)
CVPR (2)
ICCV (2)
ICLR (1)
WACV (1)
Top co-authors
Keywords
knowledge distillation
(3)
neural network
(3)
feature extractor
(2)
generative adversarial network
(2)
vision-language model
(2)
data augmentation
(2)
transfer learning
(1)
image generation
(1)
image classification
(1)
knowledge transfer
(1)
model robustness
(1)
few-shot learning
(1)
network pruning
(1)
adversarial training
(1)
generative model
(1)
feature extraction
(1)
geometric structure
(1)
convolutional neural network
(1)
deep neural network
(1)
modality alignment
(1)
Papers
Distribution Highlighted Reference-based Label Distribution Learning for Facial Age Estimation
WACV 2026
Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models
AAAI 2026
Post-pre-training for Modality Alignment in Vision-Language Foundation Models
CVPR 2025
Explanation Bottleneck Models
AAAI 2025
Test-time Adaptation for Regression by Subspace Alignment
ICLR 2025
Adaptive Random Feature Regularization on Fine-tuning Deep Neural Networks
CVPR 2024
Adversarial Finetuning with Latent Representation Constraint to Mitigate Accuracy-Robustness Tradeoff
ICCV 2023
Regularizing Neural Networks with Meta-Learning Generative Models
NIPS 2023
Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks
NIPS 2022
Pruning Randomly Initialized Neural Networks with Iterative Randomization
NIPS 2021
F-Drop&Match: GANs With a Dead Zone in the High-Frequency Domain
ICCV 2021
Effective Data Augmentation with Multi-Domain Learning GANs
AAAI 2020