Author

Ilya Zharkov

Observed name: Zharkov, Ilya

Observed institutions: Microsoft (United States), The Ohio State University, The University of Texas at Austin

OpenAlex ID: A5019363790

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

2022 · Zhicheng Geng, Luming Liang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 114

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CDFI: Compression-Driven Network Design for Frame Interpolation

2021 · Tianyu Ding, Luming Liang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 107

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MMVP: Motion-Matrix-based Video Prediction

2023 · Yiqi Zhong, Luming Liang, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 43

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ImagePairs: Realistic Super Resolution Dataset via Beam Splitter Camera Rig

2020 · Hamid Reza Vaezi Joze, Ilya Zharkov, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 33

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Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression

2025 · Xiaoyi Qu, David Aponte, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 25

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DIY Human Action Dataset Generation

2018 · Mehran Khodabandeh, Hamid Reza Vaezi Joze, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 11

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Guidance Network with Staged Learning for Image enhancement

2021 · Luming Liang, Ilya Zharkov, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 8

DREAM: Diffusion Rectification and Estimation-Adaptive Models

2024 · Jinxin Zhou, Tianyu Ding, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 6

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OTOV2: Automatic, Generic, User-Friendly

2023 · Chen, Tianyi, Liang, Luming, et al. · arXiv (Cornell University) · 6

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CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering

2024 · Haidong Zhu, Tianyu Ding, et al. · Lecture notes in computer science · 5

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Lightweight Portrait Matting via Regional Attention and Refinement

2024 · Yatao Zhong, Ilya Zharkov · IEEE Winter Conference on Applications of Computer Vision · 5

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FORA: Fast-Forward Caching in Diffusion Transformer Acceleration

2024 · Selvaraju, Pratheba, Ding, Tianyu, et al. · arXiv (Cornell University) · 4

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OFER: Occluded Face Expression Reconstruction

2025 · Pratheba Selvaraju, Victoria Fernández Abrevaya, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2

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Sparsity-guided Network Design for Frame Interpolation

2022 · Ding, Tianyu, Liang, Luming, et al. · arXiv (Cornell University) · 1

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ProCrop: Learning Aesthetic Image Cropping from Professional Compositions

2026 · Ke Zhang, Tianyu Ding, et al. · Proceedings of the AAAI Conference on Artificial Intelligence

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions

2026 · Association for Artificial Intelligence 2026, Chen, Tianyi, et al. · Underline Science Inc.

ProCrop: Learning Aesthetic Image Cropping from Professional Compositions

2025 · Zhang, Ke, Ding, Tianyu, et al. · arXiv (Cornell University)

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HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning