Layerwise-priority-based gradient adjustment for few-shot learning.
Expert Syst. Appl., 2025
Magnitude Attention-based Dynamic Pruning.
Expert Syst. Appl., 2025
Quantization-Aware Training With Dynamic and Static Pruning.
IEEE Access, 2025
ILP-based resource optimization realized by quantum annealing for optical wide-area communication networks - A framework for solving combinatorial problems of a real-world application by quantum annealing.
Frontiers Comput. Sci., 2024
SIMULATeQCD: A simple multi-GPU lattice code for QCD calculations.
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Comput. Phys. Commun., 2024
Cooperative Meta-Learning with Gradient Augmentation.
Proceedings of the Uncertainty in Artificial Intelligence, 2024
Quantization Robust Pruning With Knowledge Distillation.
IEEE Access, 2023
Self-Distilled Self-supervised Representation Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Finding Efficient Pruned Network via Refined Gradients for Pruned Weights.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design.
CoRR, 2022
Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation.
CoRR, 2022
Model Compression via Position-Based Scaled Gradient.
IEEE Access, 2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Variational On-the-Fly Personalization.
Proceedings of the International Conference on Machine Learning, 2022
Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
Self-Distilled Self-Supervised Representation Learning.
CoRR, 2021
Dynamic Collective Intelligence Learning: Finding Efficient Sparse Model via Refined Gradients for Pruned Weights.
CoRR, 2021
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Vehicle Image Generation Going Well with the Surroundings.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Prototype-Based Personalized Pruning.
Proceedings of the IEEE International Conference on Acoustics, 2021
Domain Generalization on Efficient Acoustic Scene Classification Using Residual Normalization.
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021
Position-based Scaled Gradient for Model Quantization and Sparse Training.
CoRR, 2020
Position-based Scaled Gradient for Model Quantization and Pruning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Feature Fusion for Online Mutual Knowledge Distillation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Feature-map-level Online Adversarial Knowledge Distillation.
Proceedings of the 37th International Conference on Machine Learning, 2020
StackNet: Stacking feature maps for Continual learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
QKD: Quantization-aware Knowledge Distillation.
CoRR, 2019
HC-Net: Memory-based Incremental Dual-Network System for Continual learning.
CoRR, 2018
Generating objects going well with the surroundings.
CoRR, 2018
Paraphrasing Complex Network: Network Compression via Factor Transfer.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Detecting Korean characters in natural scenes by alphabet detection and agglomerative character construction.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Code Optimization on Kepler GPUs and Xeon Phi.
CoRR, 2014
TSV optimization for BEOL interconnection in logic process.
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Proceedings of the 2011 IEEE International 3D Systems Integration Conference (3DIC), Osaka, Japan, January 31, 2011