| 2025 | DCC | Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing. | Juan Merlos, Fabien Racap, Hyomin Choi, Mateen Ulhaq, Hari Kalva |
| 2025 | ICIP | Compressai-Vision: Open-Source Software To Evaluate Compression Methods For Computer Vision Tasks. | Hyomin Choi, Heeji Han, Chris Rosewarne, Fabien Racap |
| 2025 | ICIP | Semantics-Guided Generative Image Compression. | Cheng-Lin Wu, Hyomin Choi, Ivan V. Bajic |
| 2025 | ISCAS | Efficient Feature Compression for Machines with Global Statistics Preservation. | Md Eimran Hossain Eimon, Hyomin Choi, Fabien Racap, Mateen Ulhaq, Velibor Adzic, Hari Kalva, Borko Furht |
| 2025 | PCS | How Universal Are SAM2 Features? | Masoud Khairi Atani, Alon Harell, Hyomin Choi, Runyu Yang, Fabien Racap, Ivan V. Bajic |
| 2025 | WWW | A Scalable Crawling Algorithm Utilizing Noisy Change-Indicating Signals. | Julian Zimmert, Rbert Busa-Fekete, Andrs Gyrgy, Linhai Qiu, Hyomin Choi, Tzu-Wei Sung, Hao Shen, Sharmila Subramaniam, Li Xiao |
| 2024 | DCC | Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets. | Fatih Kamisli, Fabien Racap, Hyomin Choi |
| 2023 | CVPR | Adaptive Human-Centric Video Compression for Humans and Machines. | Wei Jiang, Hyomin Choi, Fabien Racap |
| 2023 | DCC | Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines. | Ezgi zyilkan, Mateen Ulhaq, Hyomin Choi, Fabien Racap |
| 2022 | MMSP | Scalable Video Coding for Humans and Machines. | Hyomin Choi, Ivan V. Bajic |
| 2022 | VCIP | Frequency-aware Learned Image Compression for Quality Scalability. | Hyomin Choi, Fabien Racap, Shahab Hamidi-Rad, Mateen Ulhaq, Simon Feltman |
| 2021 | ICIP | Latent-Space Scalability for Multi-Task Collaborative Intelligence. | Hyomin Choi, Ivan V. Bajic |
| 2020 | ACSSC | A Lightweight Model for Deep Frame Prediction in Video Coding. | Hyomin Choi, Ivan V. Bajic |
| 2020 | ECCV | GAN-Based Anomaly Detection In Imbalance Problems. | Junbong Kim, Kwanghee Jeong, Hyomin Choi, Kisung Seo |
| 2020 | ICASSP | Back-And-Forth Prediction for Deep Tensor Compression. | Hyomin Choi, Robert A. Cohen, Ivan V. Bajic |
| 2018 | ICASSP | Can you Find a Face in a HEVC Bitstream? | Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic |
| 2018 | ICASSP | High Efficiency Compression for Object Detection. | Hyomin Choi, Ivan V. Bajic |
| 2018 | ICIP | Deep Feature Compression for Collaborative Object Detection. | Hyomin Choi, Ivan V. Bajic |
| 2018 | MMSP | Near-Lossless Deep Feature Compression for Collaborative Intelligence. | Hyomin Choi, Ivan V. Bajic |
| 2017 | ISCAS | Corner proposals from HEVC bitstreams. | Hyomin Choi, Ivan V. Bajic |