Denis A. Gudovskiy

According to our database, Denis A. Gudovskiy authored at least 18 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

VeCAF: VLM-empowered Collaborative Active Finetuning with Training Objective Awareness.

Rongyu Zhang, Zefan Cai, Huanrui Yang, Zidong Liu, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Baobao Chang, Yuan Du, Li Du, Shanghang Zhang

CoRR, 2024

Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation.

Rongyu Zhang, Yulin Luo, Jiaming Liu, Huanrui Yang, Zhen Dong, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Yuan Du, Shanghang Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Efficient Deweather Mixture-of-Experts with Uncertainty-aware Feature-wise Linear Modulation.

Rongyu Zhang, Yulin Luo, Jiaming Liu, Huanrui Yang, Zhen Dong, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Yuan Du, Shanghang Zhang

CoRR, 2023

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting.

Anthony Chen, Huanrui Yang, Yulu Gan, Denis A. Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Shanghang Zhang, Kurt Keutzer

CoRR, 2023

Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow.

Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Cross-Domain Object Detection with Mean-Teacher Transformer.

Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang

CoRR, 2022

CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows.

Denis A. Gudovskiy, Shun Ishizaka, Kazuki Kozuka

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

MTTrans: Cross-domain Object Detection with Mean Teacher Transformer.

Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation.

Denis A. Gudovskiy, Luca Rigazio, Shun Ishizaka, Kazuki Kozuka, Sotaro Tsukizawa

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Contrastive Neural Processes for Self-Supervised Learning.

Konstantinos Kallidromitis, Denis A. Gudovskiy, Kazuki Kozuka, Ohama Iku, Luca Rigazio

Proceedings of the Asian Conference on Machine Learning, 2021

2020

Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision.

Denis A. Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Sotaro Tsukizawa

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Smart Home Appliances: Chat with Your Fridge.

Denis A. Gudovskiy, Gyuri Han, Takuya Yamaguchi, Sotaro Tsukizawa

CoRR, 2019

2018

Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions.

Denis A. Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Yasunori Ishii, Sotaro Tsukizawa

CoRR, 2018

DNN Feature Map Compression Using Learned Representation over GF(2).

Denis A. Gudovskiy, Alec Hodgkinson, Luca Rigazio

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

An Accurate and Stable Sliding DFT Computed by a Modified CIC Filter [Tips & Tricks].

Denis A. Gudovskiy, Lichung Chu

IEEE Signal Process. Mag., 2017

ShiftCNN: Generalized Low-Precision Architecture for Inference of Convolutional Neural Networks.

Denis A. Gudovskiy, Luca Rigazio

CoRR, 2017

2015

A Novel Nondata-Aided Synchronization Algorithm for MSK-Type-Modulated Signals.

Denis A. Gudovskiy, Lichung Chu, Shinhaeng Lee

IEEE Commun. Lett., 2015

2013

FPGA implementation of a same-frequency cellular repeater using adaptive feedback cancellation.

Dennis R. Morgan, Michael G. Zierdt, Denis A. Gudovskiy, John Pastalan, Zhengxiang Ma

Proceedings of the IEEE International Conference on Acoustics, 2013