Hyomin Choi

According to our database, Hyomin Choi authored at least 36 papers between 2013 and 2026.

Collaborative distances:

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

2026

Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation.

Deep Shankar Pandey, Hyomin Choi, Qi Yu

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

Demo: Interactive real-time semantic segmentation on the edge via delayed cloud assistance.

Mateen Ulhaq, Hyomin Choi, Fabien Racapé, Subhramoy Mohanti

Proceedings of the 27th International Workshop on Mobile Computing Systems and Applications, 2026

2025

Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation.

Deep Shankar Pandey, Hyomin Choi, Qi Yu

CoRR, December, 2025

Dedelayed: Deleting remote inference delay via on-device correction.

Dan Jacobellis, Mateen Ulhaq, Fabien Racapé, Hyomin Choi, Neeraja J. Yadwadkar

CoRR, October, 2025

A Scalable Crawling Algorithm Utilizing Noisy Change-Indicating Signals.

Julian Zimmert, Róbert Busa-Fekete, András György, Linhai Qiu, Hyomin Choi, Tzu-Wei Sung, Hao Shen, Sharmila Subramaniam, Li Xiao

Proceedings of the ACM on Web Conference 2025, 2025

How Universal Are SAM2 Features?

Masoud Khairi Atani, Alon Harell, Hyomin Choi, Runyu Yang, Fabien Racapé, Ivan V. Bajic

Proceedings of the Picture Coding Symposium, 2025

CAMTEC: Context-aware Adaptive Inference for Machine Task Execution in Complex Environments.

Sharon L. G. Contreras, Marco Levorato, Hyomin Choi, Fabien Racapé, Subhramoy Mohanti

Proceedings of the IEEE Military Communications Conference, 2025

Efficient Feature Compression for Machines with Global Statistics Preservation.

Md Eimran Hossain Eimon, Hyomin Choi, Fabien Racapé, Mateen Ulhaq, Velibor Adzic, Hari Kalva, Borko Furht

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

Compressai-Vision: Open-Source Software To Evaluate Compression Methods For Computer Vision Tasks.

Hyomin Choi, Heeji Han, Chris Rosewarne, Fabien Racapé

Proceedings of the 2025 IEEE International Conference on Image Processing, ICIP 2025, 2025

Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing.

Juan Merlos, Fabien Racapé, Hyomin Choi, Mateen Ulhaq, Hari Kalva

Proceedings of the Data Compression Conference, 2025

2024

Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets.

Fatih Kamisli, Fabien Racapé, Hyomin Choi

Proceedings of the Data Compression Conference, 2024

2023

Keypoint Aware Robust Representation for Transformer-Based Re-Identification of Occluded Person.

Sejun Kim, Sungjae Kang, Hyomin Choi, Seong Soo Kim, Kisung Seo

IEEE Signal Process. Lett., 2023

Face Restoration-Based Scalable Quality Coding for Video Conferencing.

Wei Jiang, Hyomin Choi, Fabien Racapé, Simon Feltman, Fatih Kamisli

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines.

Ezgi Özyilkan, Mateen Ulhaq, Hyomin Choi, Fabien Racapé

Proceedings of the Data Compression Conference, 2023

Adaptive Human-Centric Video Compression for Humans and Machines.

Wei Jiang, Hyomin Choi, Fabien Racapé

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Scalable Image Coding for Humans and Machines.

Hyomin Choi, Ivan V. Bajic

IEEE Trans. Image Process., 2022

Joint Image Compression and Denoising via Latent-Space Scalability.

Saeed Ranjbar Alvar, Mateen Ulhaq, Hyomin Choi, Ivan V. Bajic

CoRR, 2022

Frequency-aware Learned Image Compression for Quality Scalability.

Hyomin Choi, Fabien Racapé, Shahab Hamidi-Rad, Mateen Ulhaq, Simon Feltman

Proceedings of the IEEE International Conference on Visual Communications and Image Processing, 2022

Scalable Video Coding for Humans and Machines.

Hyomin Choi, Ivan V. Bajic

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

2021

Affine Transformation-Based Deep Frame Prediction.

Hyomin Choi, Ivan V. Bajic

IEEE Trans. Image Process., 2021

Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence.

Robert A. Cohen, Hyomin Choi, Ivan V. Bajic

IEEE Open J. Circuits Syst., 2021

SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences.

Takehiro Tanaka, Hyomin Choi, Ivan V. Bajic

CoRR, 2021

Latent-Space Scalability for Multi-Task Collaborative Intelligence.

Hyomin Choi, Ivan V. Bajic

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Deep Frame Prediction for Video Coding.

Hyomin Choi, Ivan V. Bajic

IEEE Trans. Circuits Syst. Video Technol., 2020

Lightweight Compression Of Neural Network Feature Tensors For Collaborative Intelligence.

Robert A. Cohen, Hyomin Choi, Ivan V. Bajic

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Back-And-Forth Prediction for Deep Tensor Compression.

Hyomin Choi, Robert A. Cohen, Ivan V. Bajic

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

GAN-Based Anomaly Detection In Imbalance Problems.

Junbong Kim, Kwanghee Jeong, Hyomin Choi, Kisung Seo

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

A Lightweight Model for Deep Frame Prediction in Video Coding.

Hyomin Choi, Ivan V. Bajic

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2018

Near-Lossless Deep Feature Compression for Collaborative Intelligence.

Hyomin Choi, Ivan V. Bajic

Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Can You Tell a Face from a HEVC Bitstream?

Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic

Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Deep Feature Compression for Collaborative Object Detection.

Hyomin Choi, Ivan V. Bajic

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

High Efficiency Compression for Object Detection.

Hyomin Choi, Ivan V. Bajic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Can you Find a Face in a HEVC Bitstream?

Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Corner proposals from HEVC bitstreams.

Hyomin Choi, Ivan V. Bajic

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

HEVC intra features for human detection.

Hyomin Choi, Ivan V. Bajic

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2013

Pixel-Wise Unified Rate-Quantization Model for Multi-Level Rate Control.

Hyomin Choi, Jonghun Yoo, Jung-Hak Nam, Donggyu Sim, Ivan V. Bajic

IEEE J. Sel. Top. Signal Process., 2013