Dmitrii Torbunov

According to our database, Dmitrii Torbunov authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

AutoSizer: Automatic Sizing of Analog and Mixed-Signal Circuits via Large Language Model (LLM) Agents.

Xi Yu, Dmitrii Torbunov, Soumyajit Mandal, Yihui Ren

CoRR, February, 2026

Parameter Inference and Uncertainty Quantification with Diffusion Models: Extending CDI to 2D Spatial Conditioning.

Dmitrii Torbunov, Yihui Ren, Lijun Wu, Yimei Zhu

CoRR, January, 2026

2025

IE2Video: Adapting Pretrained Diffusion Models for Event-Based Video Reconstruction.

Dmitrii Torbunov, Onur Okuducu, Yi Huang, Odera Dim, Rebecca Coles, Yonggang Cui, Yihui Ren

CoRR, December, 2025

CircuitSense: A Hierarchical Circuit System Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process.

Arman Akbari, Jian Gao, Yifei Zou, Mei Yang, Jinru Duan, Dmitrii Torbunov, Yanzhi Wang, Yihui Ren, Xuan Zhang

CoRR, September, 2025

EvRT-DETR: Latent Space Adaptation of Image Detectors for Event-Based Vision.

Dmitrii Torbunov, Yihui Ren, Animesh Ghose, Odera Dim, Yonggang Cui

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

Unpaired image translation to mitigate domain shift in liquid argon time projection chamber detector responses.

Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren

Mach. Learn. Sci. Technol., 2024

EvRT-DETR: The Surprising Effectiveness of DETR-based Detection for Event Cameras.

Dmitrii Torbunov, Yihui Ren, Animesh Ghose, Odera Dim, Yonggang Cui

CoRR, 2024

Mitigating Parameter Degeneracy using Joint Conditional Diffusion Model for WECC Composite Load Model in Power Systems.

Feiqin Zhu, Dmitrii Torbunov, Yihui Ren, Zhongjing Jiang, Tianqiao Zhao, Amirthagunaraj Yogarathnam, Meng Yue

CoRR, 2024

2023

Unsupervised Domain Transfer for Science: Exploring Deep Learning Methods for Translation between LArTPC Detector Simulations with Differing Response Models.

Yi Huang, Dmitrii Torbunov, Brett Viren, Haiwang Yu, Jin Huang, Meifeng Lin, Yihui Ren

CoRR, 2023

Rethinking CycleGAN: Improving Quality of GANs for Unpaired Image-to-Image Translation.

Dmitrii Torbunov, Yi Huang, Huan-Hsin Tseng, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren

CoRR, 2023

UVCGAN: UNet Vision Transformer cycle-consistent GAN for unpaired image-to-image translation.

Dmitrii Torbunov, Yi Huang, Haiwang Yu, Jin Huang, Shinjae Yoo, Meifeng Lin, Brett Viren, Yihui Ren

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