Ilya Zharkov

According to our database, Ilya Zharkov authored at least 17 papers between 2018 and 2024.

Collaborative distances:

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

2024

Lightweight Portrait Matting via Regional Attention and Refinement.

Yatao Zhong, Ilya Zharkov

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators.

Tianyi Chen, Tianyu Ding, Zhihui Zhu, Zeyu Chen, HsiangTao Wu, Ilya Zharkov, Luming Liang

CoRR, 2023

The Efficiency Spectrum of Large Language Models: An Algorithmic Survey.

Tianyu Ding, Tianyi Chen, Haidong Zhu, Jiachen Jiang, Yiqi Zhong, Jinxin Zhou, Guangzhi Wang, Zhihui Zhu, Ilya Zharkov, Luming Liang

CoRR, 2023

DREAM: Diffusion Rectification and Estimation-Adaptive Models.

Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang

CoRR, 2023

CaesarNeRF: Calibrated Semantic Representation for Few-shot Generalizable Neural Rendering.

Haidong Zhu, Tianyu Ding, Tianyi Chen, Ilya Zharkov, Ram Nevatia, Luming Liang

CoRR, 2023

LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery.

Tianyi Chen, Tianyu Ding, Badal Yadav, Ilya Zharkov, Luming Liang

CoRR, 2023

Towards Automatic Neural Architecture Search within General Super-Networks.

Tianyi Chen, Luming Liang, Tianyu Ding, Ilya Zharkov

CoRR, 2023

OTOv2: Automatic, Generic, User-Friendly.

Tianyi Chen, Luming Liang, Tianyu Ding, Zhihui Zhu, Ilya Zharkov

Proceedings of the Eleventh International Conference on Learning Representations, 2023

MMVP: Motion-Matrix-based Video Prediction.

Yiqi Zhong, Luming Liang, Ilya Zharkov, Ulrich Neumann

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Sparsity-guided Network Design for Frame Interpolation.

Tianyu Ding, Luming Liang, Zhihui Zhu, Tianyi Chen, Ilya Zharkov

CoRR, 2022

RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution.

Zhicheng Geng, Luming Liang, Tianyu Ding, Ilya Zharkov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Geometry Driven Progressive Warping for One-Shot Face Animation.

Yatao Zhong, Faezeh Amjadi, Ilya Zharkov

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Guidance Network With Staged Learning for Image Enhancement.

Luming Liang, Ilya Zharkov, Faezeh Amjadi, Hamid Reza Vaezi Joze, Vivek Pradeep

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

CDFI: Compression-Driven Network Design for Frame Interpolation.

Tianyu Ding, Luming Liang, Zhihui Zhu, Ilya Zharkov

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

2020

ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig.

Hamid Reza Vaezi Joze, Ilya Zharkov, Karlton Powell, Carl Ringler, Luming Liang, Andy Roulston, Moshe Lutz, Vivek Pradeep

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

2018

DIY Human Action Data Set Generation.

Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep

CoRR, 2018

DIY Human Action Dataset Generation.

Mehran Khodabandeh, Hamid Reza Vaezi Joze, Ilya Zharkov, Vivek Pradeep

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018