Hyomin Choi

50 papers A* 1A 1B 5C 6Misc 5Journal 25Unranked 7
YearRankTypeTitle / Venue / Authors
2026 Misc conf
Demo: Interactive real-time semantic segmentation on the edge via delayed cloud assistance.
HotMobile
Mateen Ulhaq, Hyomin Choi, Fabien Racapé, Subhramoy Mohanti
2025 A* conf
A Scalable Crawling Algorithm Utilizing Noisy Change-Indicating Signals.
WWW
Julian Zimmert, Róbert Busa-Fekete, András György, Linhai Qiu, Hyomin Choi, Tzu-Wei Sung, Hao Shen, Sharmila Subramaniam, Li Xiao
2025 J jnl
A Scalable Crawling Algorithm Utilizing Noisy Change-Indicating Signals.
CoRR
Róbert Busa-Fekete, Julian Zimmert, András György, Linhai Qiu, Tzu-Wei Sung, Hao Shen, Hyomin Choi, Sharmila Subramaniam, Li Xiao
2025 — conf
CAMTEC: Context-aware Adaptive Inference for Machine Task Execution in Complex Environments.
MILCOM
Sharon L. G. Contreras, Marco Levorato, Hyomin Choi, Fabien Racapé, Subhramoy Mohanti
2025 J jnl
CompressAI-Vision: Open-source software to evaluate compression methods for computer vision tasks.
CoRR
Hyomin Choi, Heeji Han, Chris Rosewarne, Fabien Racapé
2025 — conf
Compressai-Vision: Open-Source Software To Evaluate Compression Methods For Computer Vision Tasks.
ICIPW
Hyomin Choi, Heeji Han, Chris Rosewarne, Fabien Racapé
2025 J jnl
Dedelayed: Deleting remote inference delay via on-device correction.
CoRR
Dan Jacobellis, Mateen Ulhaq, Fabien Racapé, Hyomin Choi, Neeraja J. Yadwadkar
2025 C conf
Efficient Feature Compression for Machines with Global Statistics Preservation.
ISCAS
Md Eimran Hossain Eimon, Hyomin Choi, Fabien Racapé, Mateen Ulhaq, Velibor Adzic, Hari Kalva, Borko Furht
2025 J jnl
Efficient Feature Compression for Machines with Global Statistics Preservation.
CoRR
Md Eimran Hossain Eimon, Hyomin Choi, Fabien Racapé, Mateen Ulhaq, Velibor Adzic, Hari Kalva, Borko Furht
2025 B conf
Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing.
DCC
Juan Merlos, Fabien Racapé, Hyomin Choi, Mateen Ulhaq, Hari Kalva
2025 J jnl
Generalized Regularized Evidential Deep Learning Models: Theory and Comprehensive Evaluation.
CoRR
Deep Shankar Pandey, Hyomin Choi, Qi Yu
2025 C conf
How Universal Are SAM2 Features?
PCS
Masoud Khairi Atani, Alon Harell, Hyomin Choi, Runyu Yang, Fabien Racapé, Ivan V. Bajic
2025 J jnl
How Universal Are SAM2 Features?
CoRR
Masoud Khairi Atani, Alon Harell, Hyomin Choi, Runyu Yang, Fabien Racapé, Ivan V. Bajic
2024 B conf
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets.
DCC
Fatih Kamisli, Fabien Racapé, Hyomin Choi
2024 J jnl
Variable-Rate Learned Image Compression with Multi-Objective Optimization and Quantization-Reconstruction Offsets.
CoRR
Fatih Kamisli, Fabien Racapé, Hyomin Choi
2023 — conf
Adaptive Human-Centric Video Compression for Humans and Machines.
CVPR Workshops
Wei Jiang, Hyomin Choi, Fabien Racapé
2023 — conf
Face Restoration-Based Scalable Quality Coding for Video Conferencing.
ICME Workshops
Wei Jiang, Hyomin Choi, Fabien Racapé, Simon Feltman, Fatih Kamisli
2023 J jnl
Keypoint Aware Robust Representation for Transformer-Based Re-Identification of Occluded Person.
IEEE Signal Process. Lett.
Sejun Kim, Sungjae Kang, Hyomin Choi, Seong Soo Kim, Kisung Seo
2023 B conf
Learned Disentangled Latent Representations for Scalable Image Coding for Humans and Machines.
DCC
Ezgi Özyilkan, Mateen Ulhaq, Hyomin Choi, Fabien Racapé
2022 C conf
Frequency-aware Learned Image Compression for Quality Scalability.
VCIP
Hyomin Choi, Fabien Racapé, Shahab Hamidi-Rad, Mateen Ulhaq, Simon Feltman
2022 J jnl
Joint Image Compression and Denoising via Latent-Space Scalability.
CoRR
Saeed Ranjbar Alvar, Mateen Ulhaq, Hyomin Choi, Ivan V. Bajic
2022 J jnl
Scalable Image Coding for Humans and Machines.
IEEE Trans. Image Process.
Hyomin Choi, Ivan V. Bajic
2022 C conf
Scalable Video Coding for Humans and Machines.
MMSP
Hyomin Choi, Ivan V. Bajic
2022 J jnl
Scalable Video Coding for Humans and Machines.
CoRR
Hyomin Choi, Ivan V. Bajic
2021 J jnl
Affine Transformation-Based Deep Frame Prediction.
IEEE Trans. Image Process.
Hyomin Choi, Ivan V. Bajic
2021 B conf
Latent-Space Scalability for Multi-Task Collaborative Intelligence.
ICIP
Hyomin Choi, Ivan V. Bajic
2021 J jnl
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence.
CoRR
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
2021 J jnl
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence.
IEEE Open J. Circuits Syst.
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
2021 J jnl
Lightweight compression of neural network feature tensors for collaborative intelligence.
CoRR
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
2021 J jnl
SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences.
CoRR
Takehiro Tanaka, Hyomin Choi, Ivan V. Bajic
2020 Misc conf
A Lightweight Model for Deep Frame Prediction in Video Coding.
ACSSC
Hyomin Choi, Ivan V. Bajic
2020 Misc conf
Back-And-Forth Prediction for Deep Tensor Compression.
ICASSP
Hyomin Choi, Robert A. Cohen, Ivan V. Bajic
2020 J jnl
Back-and-Forth prediction for deep tensor compression.
CoRR
Hyomin Choi, Robert A. Cohen, Ivan V. Bajic
2020 J jnl
Deep Frame Prediction for Video Coding.
IEEE Trans. Circuits Syst. Video Technol.
Hyomin Choi, Ivan V. Bajic
2020 — conf
GAN-Based Anomaly Detection In Imbalance Problems.
ECCV Workshops (6)
Junbong Kim, Kwanghee Jeong, Hyomin Choi, Kisung Seo
2020 A conf
Lightweight Compression Of Neural Network Feature Tensors For Collaborative Intelligence.
ICME
Robert A. Cohen, Hyomin Choi, Ivan V. Bajic
2019 J jnl
Deep Frame Prediction for Video Coding.
CoRR
Hyomin Choi, Ivan V. Bajic
2018 — conf
Can You Tell a Face from a HEVC Bitstream?
MIPR
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
2018 Misc conf
Can you Find a Face in a HEVC Bitstream?
ICASSP
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
2018 B conf
Deep Feature Compression for Collaborative Object Detection.
ICIP
Hyomin Choi, Ivan V. Bajic
2018 J jnl
Deep feature compression for collaborative object detection.
CoRR
Hyomin Choi, Ivan V. Bajic
2018 Misc conf
High Efficiency Compression for Object Detection.
ICASSP
Hyomin Choi, Ivan V. Bajic
2018 C conf
Near-Lossless Deep Feature Compression for Collaborative Intelligence.
MMSP
Hyomin Choi, Ivan V. Bajic
2018 J jnl
Near-Lossless Deep Feature Compression for Collaborative Intelligence.
CoRR
Hyomin Choi, Ivan V. Bajic
2017 J jnl
Can you find a face in a HEVC bitstream?
CoRR
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
2017 J jnl
Can you tell a face from a HEVC bitstream?
CoRR
Saeed Ranjbar Alvar, Hyomin Choi, Ivan V. Bajic
2017 C conf
Corner proposals from HEVC bitstreams.
ISCAS
Hyomin Choi, Ivan V. Bajic
2017 — conf
HEVC intra features for human detection.
GlobalSIP
Hyomin Choi, Ivan V. Bajic
2017 J jnl
High efficiency compression for object detection.
CoRR
Hyomin Choi, Ivan V. Bajic
2013 J jnl
Pixel-Wise Unified Rate-Quantization Model for Multi-Level Rate Control.
IEEE J. Sel. Top. Signal Process.
Hyomin Choi, Jonghun Yoo, Jung-Hak Nam, Donggyu Sim, Ivan V. Bajic