Takumi Kobayashi
17 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
πΊ
Lone Wolf
(16)
π
Keyword Champion
(2)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(75)
Venues
Top co-authors
Research topics
Machine Learning
(12)
Computer Vision
(11)
Deep Learning
(9)
Analysis
(9)
Core Methods
(9)
Optimization & Theory Β· Machine Learning
(6)
Techniques
(5)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Optimization & Theory Β· Deep Learning
(4)
Architectures
(3)
Processing
(3)
Artificial Intelligence
(2)
Core AI
(2)
Application Areas
(1)
Keywords
image classification
(11)
convolutional neural network
(3)
feature learning
(2)
feature map
(2)
local pooling
(2)
feature extraction
(2)
transfer learning
(2)
softmax cross-entropy
(2)
model compression
(2)
feature transformation
(2)
attention mechanism
(1)
object detection
(1)
fisher kernel
(1)
knowledge distillation
(1)
metric learning
(1)
representation learning
(1)
temporal dynamics
(1)
computer vision
(1)
adversarial training
(1)
feature embedding
(1)
Papers
Temperature in Cosine-based Softmax Loss
ICCV 2025
Mean-Shift Feature Transformer
CVPR 2024
Spatio-Temporal Filter Analysis Improves 3D-CNN for Action Classification
WACV 2024
Two-Way Multi-Label Loss
CVPR 2023
Extractive Knowledge Distillation
WACV 2022
Rotation Regularization without Rotation
ECCV 2022
Group Softmax Loss With Discriminative Feature Grouping
WACV 2021
Phase-Wise Parameter Aggregation for Improving SGD Optimization
WACV 2021
T-vMF Similarity for Regularizing Intra-Class Feature Distribution
CVPR 2021
Gaussian-Based Pooling for Convolutional Neural Networks
NeurIPS 2019
Global Feature Guided Local Pooling
ICCV 2019
Analyzing Filters Toward Efficient ConvNet
CVPR 2018
Flip-Invariant Motion Representation
ICCV 2017
Structured Feature Similarity With Explicit Feature Map
CVPR 2016
Three Viewpoints Toward Exemplar SVM
CVPR 2015
Dirichlet-based Histogram Feature Transform for Image Classification
CVPR 2014
BFO Meets HOG: Feature Extraction Based on Histograms of Oriented p.d.f. Gradients for Image Classification
CVPR 2013