Dmitrii Torbunov

11 papers A 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
AutoSizer: Automatic Sizing of Analog and Mixed-Signal Circuits via Large Language Model (LLM) Agents.
CoRR
Xi Yu, Dmitrii Torbunov, Soumyajit Mandal, Yihui Ren
2026 J jnl
Parameter Inference and Uncertainty Quantification with Diffusion Models: Extending CDI to 2D Spatial Conditioning.
CoRR
Dmitrii Torbunov, Yihui Ren, Lijun Wu, Yimei Zhu
2025 J jnl
CircuitSense: A Hierarchical Circuit System Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process.
CoRR
Arman Akbari, Jian Gao, Yifei Zou, Mei Yang, Jinru Duan, Dmitrii Torbunov, Yanzhi Wang, Yihui Ren, Xuan Zhang
2025 J jnl
IE2Video: Adapting Pretrained Diffusion Models for Event-Based Video Reconstruction.
CoRR
Dmitrii Torbunov, Onur Okuducu, Yi Huang, Odera Dim, Rebecca Coles, Yonggang Cui, Yihui Ren
2024 J jnl
EvRT-DETR: The Surprising Effectiveness of DETR-based Detection for Event Cameras.
CoRR
Dmitrii Torbunov, Yihui Ren, Animesh Ghose, Odera Dim, Yonggang Cui
2024 J jnl
Mitigating Parameter Degeneracy using Joint Conditional Diffusion Model for WECC Composite Load Model in Power Systems.
CoRR
Feiqin Zhu, Dmitrii Torbunov, Yihui Ren, Zhongjing Jiang, Tianqiao Zhao, Amirthagunaraj Yogarathnam, Meng Yue
2024 J jnl
Unpaired image translation to mitigate domain shift in liquid argon time projection chamber detector responses.
Mach. Learn. Sci. Technol.
Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren
2023 J jnl
Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation.
CoRR
Dmitrii Torbunov, Yi Huang, Huan-Hsin Tseng, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren
2023 A conf
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation.
WACV
Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren
2023 J jnl
Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models.
CoRR
Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren
2022 J jnl
UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation.
CoRR
Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren