Publications
International Conference
Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer
Jiwoo Chung*, Sangeek Hyun*, and Jae-Pil Heo (*: equal contribution)
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2024 [Highlight]
Diversity-aware Channel Pruning for StyleGAN Compression
Jiwoo Chung, Sangeek Hyun, Sang-Heon Shim, and Jae-Pil Heo
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2024
Noise-free Optimization in Early Training Steps for Image Super-Resolution
MinKyu Lee and Jae-Pil Heo
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
Towards Squeezing-Averse Virtual Try-On via Sequential Deformation
Sang-Heon Shim, Jiwoo Chung, and Jae-Pil Heo
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
Task-disruptive Background Suppression for Few-Shot Segmentation
Suho Park, SuBeen Lee, Sangeek Hyun, Hyun Seok Seong, and Jae-Pil Heo
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
VLCounter: Text-aware Visual Representation for Zero-Shot Object Counting
Seunggu Kang, WonJun Moon, Euiyeon Kim, and Jae-Pil Heo
Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024
Self-Feedback DETR for Temporal Action Detection
Jihwan Kim, Miso Lee, and Jae-Pil Heo
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Disentangled Representation Learning for Unsupervised Neural Quantization
Haechan Noh, Sangeek Hyun, Woojin Jeong, Hanshin Lim, and Jae-Pil Heo
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2023
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
WonJun Moon*, Sangeek Hyun*, Sanguk Park, Dongchan Park, and Jae-Pil Heo (*: equal contribution)
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation
Hyun Seok Seong, WonJun Moon, SuBeen Lee, and Jae-Pil Heo
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2023
Progressive Few-shot Adaption of Generative Model with Align-free Spatial Correlation
Jongbo Moon*, Hyunjun Kim*, and Jae-Pil Heo (*: equal contribution)
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023 [Oral Presentation]
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition
WonJun Moon, Hyun Seok Seong, and Jae-Pil Heo
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023 [Oral Presentation]
Robust Image Denoising of No-Flash Images Guided by Consistent Flash Images
Geunwoo Oh, Jonghee Back, Jae-Pil Heo, and Bochang Moon
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023 [Oral Presentation]
Tailoring Self-Supervision for Supervised Learning
WonJun Moon, Jihwan Kim, and Jae-Pil Heo
European Conference on Computer Vision (ECCV), 2022
Difficulty-Aware Simulator for Open Set Recognition
WonJun Moon, Junho Park, Hyun Seok Seong, Cheol-Ho Cho, and Jae-Pil Heo
European Conference on Computer Vision (ECCV), 2022
Local Attention Pyramid for Scene Image Generation
Sang-Heon Shim, Sangeek Hyun, Daehyun Bae, and Jae-Pil Heo
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2022
Task Discrepancy Maximization for Fine-grained Few-Shot Classification
SuBeen Lee, WonJun Moon, and Jae-Pil Heo
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2022 [Oral Presentation]
Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search
Haechan Noh, Taeho Kim, and Jae-Pil Heo
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
Collaborative Learning with Disentangled Features for Zero-shot Domain Adaptation
Won Young Jhoo and Jae-Pil Heo
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency
Sangeek Hyun, Jihwan Kim, and Jae-Pil Heo
IEEE/CVF Conference Computer Vision and Pattern Recognition (CVPR), 2021
VarSR: Variational Super-Resolution Network for Very Low Resolution Images
Sangeek Hyun and Jae-Pil Heo
European Conference on Computer Vision (ECCV), 2020
Accurate and Consistent Depth Estimation for Light Field Camera Arrays
Sang-Heon Shim, Jae Woo Kim, Sang-Eek Hyun, Do Hyung Kim, and Jae-Pil Heo
Proceeding of International Society for Optics and Photonics (SPIE), 2019
Plenoptic Imaging Techniques for Improving Accuracy and Robustness of Object Tracking
Dae Hyun Bae, Jae Woo Kim, Hae Chan Noh, Do Hyung Kim, and Jae-Pil Heo
Proceeding of International Society for Optics and Photonics (SPIE), 2018
Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search [paper]
Jae-Pil Heo, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Sung-Eui Yoon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
Distance Encoded Product Quantization [project page]
Jae-Pil Heo, Zhe Lin, and Sung-Eui Yoon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
VLSH: Voronoi-based Locality Sensitive Hashing [project page]
Tieu Lin Loi, Jae-Pil Heo, Junghwan Lee, and Sung-Eui Yoon
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2013
Spherical Hashing [project page]
Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, and Sung-eui Yoon
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012
Quadra-Embedding: Binary Code Embedding with Low Quantization Error [project page]
Youngwoon Lee, Jae-Pil Heo, and Sung-eui Yoon
Asian Conference on Computer Vision (ACCV), 2012
IRIW: Image Retrieval based Image Watermarking for Large-Scale Image Databases [project page]
Jong Yun Jun, Kunho Kim, Jae-Pil Heo, and Sung-eui Yoon
10th International Workshop on Digital-forensics and Watermarking (IWDW11), 2011
Data Management for SSDs for Large-Scale Interactive Graphics Applications [paper]
Behzad Sajadi, Shan Jiang, Jae-Pil Heo, Sung-Eui Yoon, and M. Gopi
ACM Symposium on Interactive 3D Graphics and Games (I3D), 2011
FASTCD: Fracturing-Aware Stable Collision Detection [project page]
Jae-Pil Heo, Joon-Kyung Seong, DukSu Kim, Miguel A. Otaduy, Jeong-Mo Hong, Min Tang, and Sung-Eui Yoon
ACM SIGGRAPH/Eurographics Symposium on Computer Animation (SCA), 2010
International Journal
Detection of Infill Development and Contributing Factors using Deep Learning and Multilevel Modeling
Hee-Jung Jun, Dohyung Kim, Ji-Hwan Kim, and Jae-Pil Heo
Cities, 2024
Factors associated with pedestrian-vehicle collision hotspots involving seniors and children: a deep learning analysis of street-level images
Hee-Jung Jun, Suyoung Jung, Seungyeoup Kang, Taewan Kim, Cheol-Ho Cho, Won Young Jhoo, and Jae-Pil Heo
International Journal of Urban Sciences, 2023
TCX: Texture and Channel Swappings for Domain Generalization
Jaehyun Choi, Hyun Seok Seong, Sanguk Park, and Jae-Pil Heo
Pattern Recognition Letters, 2023
The detection of residential developments in urban areas: Exploring the potentials of deep-learning algorithms
Ji-hwan Kim, Dohyung Kim, Hee-Jung Jun, and Jae-Pil Heo
Computers, Environment and Urban Systems, 2023
Frequency-based Motion Representation for Video Generative Adversarial Networks
Sangeek Hyun, Jaihyun Lew, Jiwoo Chung, Euiyeon Kim, and Jae-Pil Heo
IEEE Transactions on Image Processing (TIP), 2023
Cross-Loss Pseudo Labeling for Semi-Supervised Segmentation
Seungyeol Lee, Taeho Kim, and Jae-Pil Heo
IEEE Access, 2023
Axial Constraints for Global Matching-Based Optical Flow Estimation
Euiyeon Kim, Woojin Jun, and Jae-Pil Heo
IEEE Access, 2023
Pivot-Guided Embedding for Domain Generalization
Hyun Seok Seong, Jaehyun Choi, Woojin Jeong, and Jae-Pil Heo
IEEE Access, 2022
Pixel-Level Kernel Estimation for Blind Super-Resolution
Jaihyun Lew, Euiyeon Kim, and Jae-Pil Heo
IEEE Access, 2021
Mutually Orthogonal Softmax Axes for Cross-Domain Retrieval
Hae-Chan Noh and Jae-Pil Heo
IEEE Access, 2020
Pseudo Conditional Regularization for Inverse Mapping of GANs
Sang-Heon Shim and Jae-Pil Heo
IEEE Access, 2020
Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space
Jae-Pil Heo, Zhe Lin, and Sung-Eui Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Learning Coarse and Fine Features for Precise Temporal Action Localization
Ji-Hwan Kim and Jae-Pil Heo
IEEE Access, 2019
Content-Aware Focal Plane Selection and Proposals for Object Tracking on Plenoptic Image Sequences
Dae Hyun Bae, Jae Woo Kim, and Jae-Pil Heo
Sensors, 2018
Rank-based Voting with Inclusion Relationship for Accurate Image Search [paper]
Jaehyeong Cho, Jae-Pil Heo, Taeyoung Kim, Bohyung Han and Sung-Eui Yoon
The Visual Computer (Special Issue for Computer Graphics International), 2017
Spherical Hashing: Binary Code Embedding with Hyperspheres [project page]
Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, and Sung-eui Yoon
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2015
Quadra-Embedding: Binary Code Embedding with Low Quantization Error [project page]
Youngwoon Lee, Jae-Pil Heo, and Sung-eui Yoon
Computer Vision and Image Understanding (CVIU), 2014
Probabilistic Cost Model for Nearest Neighbor Search in Image Retrieval [paper]
KunHo Kim, M. Hasan, Jae-Pil Heo, Yu-wing Tai, and Sung-eui Yoon
Computer Vision and Image Understanding (CVIU), 2012
VolCCD: Fast Continuous Collision Culling between Deforming Volume Meshes [project page]
Min Tang, Dinesh Manocha, Sung-eui Yoon, Peng Du, Jae-Pil Heo, and Ruofeng Tong
ACM Transactions on Graphics (TOG), 2011
HPCCD: Hybrid Parallel Continuous Collision Detection using CPUs and GPUs [project page]
DukSu Kim, Jae-Pil Heo, JaeHyuk Huh, John Kim, and Sung-Eui Yoon
Computer Graphics Forum (Pacific Graphics), 2009
Received a distinguished paper award at the conf.