Takumi Kobayashi

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

Venues

Active years

2004–2026

Best venue rank

Where they publish

Papers

77 indexed papers, newest first.

Year	Venue	Title	Authors
2026	ICPR	Knowledge Distillation Through Low-Frequency Logits.	Takumi Kobayashi
2026	ICPR	MOST: Momentum Online Subspace Training.	Lincon S. Souza, Bojan Batalo, Takumi Kobayashi
2026	ICPR	Physics-Guided Prune-then-Finetune of Vision Transformers for Wavefield Pattern Analysis.	Jiaxing Ye, Takumi Kobayashi
2025	ICASSP	Matrix Decomposition By Additive and Subtractive Factors.	Takumi Kobayashi, Kenji Watanabe
2025	ICCV	Temperature in Cosine-based Softmax Loss.	Takumi Kobayashi
2025	ICIP	Geometric Mean Improves Loss For Few-Shot Learning.	Tong Wu, Takumi Kobayashi
2025	RO-MAN	Bi-LAT: Bilateral Control-Based Imitation Learning via Natural Language and Action Chunking with Transformers.	Takumi Kobayashi, Masato Kobayashi, Thanpimon Buamanee, Yuki Uranishi
2024	BMVC	Direct-Sum Approach to Integrate Losses Via Classifier Subspace.	Takumi Kobayashi
2024	CVPR	Mean-Shift Feature Transformer.	Takumi Kobayashi
2024	ICASSP	Local Distance Correlation Embedding for Time-Series Analysis on Riemannian Manifolds.	Lincon S. Souza, Takumi Kobayashi, Yasunori Nishimori, Yasuko Sugase-Miyamoto, Kenji Kawano, Shotaro Akaho, Narihisa Matsumoto
2024	WACV	Spatio-temporal Filter Analysis Improves 3D-CNN For Action Classification.	Takumi Kobayashi, Jiaxing Ye
2023	BMVC	Domain-Sum Feature Transformation For Multi-Target Domain Adaptation.	Takumi Kobayashi, Lincon S. Souza, Kazuhiro Fukui
2023	CVPR	Two-Way Multi-Label Loss.	Takumi Kobayashi
2023	ICIP	End-to-End Trainable Weakly Non-Negative Factorization.	Takumi Kobayashi, Kenji Watanabe
2022	BMVC	Mutual Conditional Probability for Self-Supervised Learning.	Takumi Kobayashi
2022	ECCV	Rotation Regularization Without Rotation.	Takumi Kobayashi
2022	WACV	Extractive Knowledge Distillation.	Takumi Kobayashi
2021	CVPR	T-vMF Similarity for Regularizing Intra-Class Feature Distribution.	Takumi Kobayashi
2021	WACV	Group Softmax Loss with Discriminative Feature Grouping.	Takumi Kobayashi
2021	WACV	Phase-wise Parameter Aggregation For Improving SGD Optimization.	Takumi Kobayashi
2020	CVPR	An Interface between Grassmann manifolds and vector spaces.	Lincon Sales de Souza, Naoya Sogi, Bernardo B. Gatto, Takumi Kobayashi, Kazuhiro Fukui
2020	ICIP	SCW-SGD: Stochastically Confidence-Weighted SGD.	Takumi Kobayashi
2019	BMVC	Large Margin In Softmax Cross-Entropy Loss.	Takumi Kobayashi
2019	ICCV	Global Feature Guided Local Pooling.	Takumi Kobayashi
2019	ICONIP	Simple ConvNet Based on Bag of MLP-Based Local Descriptors.	Takumi Kobayashi, Hidenori Ide, Kenji Watanabe
2018	ACCV	Spiral-Net with F1-Based Optimization for Image-Based Crack Detection.	Takumi Kobayashi
2018	BMVC	GAN-based Semi-supervised Learning On Fewer Labeled Samples.	Takumi Kobayashi
2018	CVPR	Analyzing Filters Toward Efficient ConvNet.	Takumi Kobayashi
2018	ICASSP	Trainable Co-Occurrence Activation Unit for Improving Convnet.	Takumi Kobayashi
2018	WISA	Secure Comparison Protocol with Encrypted Output and the Computation for Proceeding 2 Bits-by-2 Bits.	Takumi Kobayashi, Keisuke Hakuta
2017	BMVC	Feature Sequence Representation Via Slow Feature Analysis For Action Classification.	Takumi Kobayashi
2017	ICCV	Flip-Invariant Motion Representation.	Takumi Kobayashi
2017	ICONIP	Sharing ConvNet Across Heterogeneous Tasks.	Takumi Kobayashi
2016	BMVC	Learning Additive Kernel For Feature Transformation and Its Application to CNN Features.	Takumi Kobayashi
2016	CVPR	Structured Feature Similarity with Explicit Feature Map.	Takumi Kobayashi
2016	ICASSP	Histogram feature deblurring.	Takumi Kobayashi
2016	ICASSP	Discriminatively learned filter bank for acoustic features.	Takumi Kobayashi, Jiaxing Ye
2016	ICPR	Learning data-driven image similarity measure.	Takumi Kobayashi
2015	CAIP	Discriminative Local Binary Pattern for Image Feature Extraction.	Takumi Kobayashi
2015	CVPR	Three viewpoints toward exemplar SVM.	Takumi Kobayashi
2015	IJCCI	Pedestrian Action Prediction using Static Image Feature.	Kenji Nishida, Takumi Kobayashi, Taro Iwamoto, Shinya Yamasaki
2015	IJCCI	Preindication Mining for Predicting Pedestrian Action Change.	Kenji Nishida, Takumi Kobayashi, Taro Iwamoto, Shinya Yamasaki
2014	CVPR	Dirichlet-Based Histogram Feature Transform for Image Classification.	Takumi Kobayashi
2014	ICASSP	Acoustic feature extraction by statistics based local binary pattern for environmental sound classification.	Takumi Kobayashi, Jiaxing Ye
2014	ICASSP	Robust acoustic feature extraction for sound classification based on noise reduction.	Jiaxing Ye, Takumi Kobayashi, Masahiro Murakawa, Tetsuya Higuchi
2014	ICPR	S3CCA: Smoothly Structured Sparse CCA for Partial Pattern Matching.	Takumi Kobayashi
2014	ICPRAM	Discriminative Prior Bias Learning for Pattern Classification.	Takumi Kobayashi, Kenji Nishida
2014	ICPRAM	Learning Prior Bias in Classifier.	Takumi Kobayashi, Kenji Nishida
2014	ICPRAM	Tracking by Shape with Deforming Prediction for Non-rigid Objects.	Kenji Nishida, Takumi Kobayashi, Jun Fujiki
2013	CVPR	BFO Meets HOG: Feature Extraction Based on Histograms of Oriented p.d.f. Gradients for Image Classification.	Takumi Kobayashi
2013	ICASSP	Lp-regularized optimization by using orthant-wise approach for inducing sparsity.	Takumi Kobayashi
2013	ICASSP	Kernel discriminant analysis for environmental sound recognition based on acoustic subspace.	Jiaxing Ye, Takumi Kobayashi, Masahiro Murakawa, Tetsuya Higuchi
2013	Interspeech	Incremental acoustic subspace learning for voice activity detection using harmonicity-based features.	Jiaxing Ye, Takumi Kobayashi, Masahiro Murakawa, Tetsuya Higuchi
2012	ACCV	Generalized Mutual Subspace Based Methods for Image Set Classification.	Takumi Kobayashi
2012	BMVC	Higher-order Co-occurrence Features based on Discriminative Co-clusters for Image Classification.	Takumi Kobayashi
2012	ECCV	Efficient Optimization for Low-Rank Integrated Bilinear Classifiers.	Takumi Kobayashi, Nobuyuki Otsu
2012	ECCV	Efficient Similarity Derived from Kernel-Based Transition Probability.	Takumi Kobayashi, Nobuyuki Otsu
2011	ICASSP	Rotation invariant feature extraction from 3-D acceleration signals.	Takumi Kobayashi, Kiti Hasida, Nobuyuki Otsu
2011	ICASSP	Detection of peptide ion peaks in mass spectra by using weighted auto-correlation.	Kenji Watanabe, Takumi Kobayashi, Katsuyuki Koike, Tetsuya Higuchi, Tohru Natsume, Nobuyuki Otsu
2011	ICIP	Cancer detection from biopsy images using probabilistic and discriminative features.	Atsushi Yaguchi, Takumi Kobayashi, Kenji Watanabe, Kenji Iwata, Tadaaki Hosaka, Nobuyuki Otsu
2011	ICMLA	L0-Regularized Parametric Non-negative Factorization for Analyzing Composite Signals.	Takumi Kobayashi, Kenji Watanabe, Nobuyuki Otsu
2011	ICMLA	Efficient Optimization of Logistic Regression by Direct Use of Conjugate Gradient.	Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu
2010	ICIP	Cone-restricted kernel subspace methods.	Takumi Kobayashi, Fumito Yoshikawa, Nobuyuki Otsu
2010	ICIP	Pyramidal segmentation using higher-order local auto-correlations and its applications to Landsat forestry data.	Milos Stojmenovic, Takumi Kobayashi, Nobuyuki Otsu
2010	ICONIP	Bilinear Formulated Multiple Kernel Learning for Multi-class Classification Problem.	Takumi Kobayashi, Nobuyuki Otsu
2010	ICONIP	Logistic Label Propagation for Semi-supervised Learning.	Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu
2010	ICPR	Von Mises-Fisher Mean Shift for Clustering on a Hypersphere.	Takumi Kobayashi, Nobuyuki Otsu
2010	ICPR	Bag of Hierarchical Co-occurrence Features for Image Classification.	Takumi Kobayashi, Nobuyuki Otsu
2010	Interspeech	Audio-based sports highlight detection by fourier local auto-correlations.	Jiaxing Ye, Takumi Kobayashi, Tetsuya Higuchi
2009	ICASSP	Color image feature extraction using color index local auto-correlations.	Takumi Kobayashi, Nobuyuki Otsu
2009	ICIP	Efficient reduction of support vectors in kernel-based methods.	Takumi Kobayashi, Nobuyuki Otsu
2008	ECCV	Image Feature Extraction Using Gradient Local Auto-Correlations.	Takumi Kobayashi, Nobuyuki Otsu
2008	ICPR	Cone-restricted subspace methods.	Takumi Kobayashi, Nobuyuki Otsu
2007	ICIP	Image Matting in the Framework of Quantification IV.	Takumi Kobayashi, Tadaaki Hosaka, Nobuyuki Otsu
2007	ICONIP	Application of the Unusual Motion Detection Using CHLAC to the Video Surveillance.	Kenji Iwata, Yutaka Satoh, Takumi Kobayashi, Ikushi Yoda, Nobuyuki Otsu
2005	MVA	A New Scheme for Image Recognition Using Higher-Order Local Autocorrelation and Factor Analysis.	Naoyuki Nomoto, Yusuke Shinohara, Takayoshi Shiraki, Takumi Kobayashi, Nobuyuki Otsu
2004	ICPR	Action and Simultaneous Multiple-Person Identification Using Cubic Higher-Order Local Auto-Correlation.	Takumi Kobayashi, Nobuyuki Otsu