Heo, Jae-Pil

42 publications

ICLR 2026 Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization MinKyu Lee, Sangeek Hyun, Woojin Jun, Hyunjun Kim, Jiwoo Chung, Jae-Pil Heo

ICLR 2026 From Vicious to Virtuous Cycles: Synergistic Representation Learning for Unsupervised Video Object-Centric Learning Hyun Seok Seong, WonJun Moon, Jae-Pil Heo

AAAI 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval Cheol-Ho Cho, WonJun Moon, Woojin Jun, Minseok Jung, Jae-Pil Heo

CVPR 2025 Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee, Sangeek Hyun, Woojin Jun, Jae-Pil Heo

AAAI 2025 Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval Woojin Jun, WonJun Moon, Cheol-Ho Cho, Minseok Jung, Jae-Pil Heo

NeurIPS 2025 Diffusion Feature Field for Text-Based 3D Editing with Gaussian Splatting Eunseo Koh, Sangeek Hyun, MinKyu Lee, Jiwoo Chung, Kangmin Seo, Jae-Pil Heo

ICCV 2025 Fine-Tuning Visual Autogressive Models for Subject-Driven Generation Jiwoo Chung, Sangeek Hyun, Hyunjun Kim, Eunseo Koh, MinKyu Lee, Jae-Pil Heo

AAAI 2025 Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation Suho Park, SuBeen Lee, Hyun Seok Seong, Jaejoon Yoo, Jae-Pil Heo

NeurIPS 2025 Mitigating Semantic Collapse in Partially Relevant Video Retrieval WonJun Moon, MinSeok Jung, Gilhan Park, Tae-Young Kim, Cheol-Ho Cho, Woojin Jun, Jae-Pil Heo

AAAI 2025 Prediction-Feedback DETR for Temporal Action Detection Jihwan Kim, Miso Lee, Cheol-Ho Cho, Jihyun Lee, Jae-Pil Heo

ICCV 2025 Prototypes Are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval WonJun Moon, Cheol-Ho Cho, Woojin Jun, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Minho Shim, Jae-Pil Heo

ICCV 2025 Selective Contrastive Learning for Weakly Supervised Affordance Grounding WonJun Moon, Hyun Seok Seong, Jae-Pil Heo

CVPR 2025 Temporal Alignment-Free Video Matching for Few-Shot Action Recognition SuBeen Lee, WonJun Moon, Hyun Seok Seong, Jae-Pil Heo

ICCV 2025 Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models Eunseo Koh, Seunghoo Hong, Tae-Young Kim, Simon S. Woo, Jae-Pil Heo

NeurIPS 2024 Activating Self-Attention for Multi-Scene Absolute Pose Regression Miso Lee, Jihwan Kim, Jae-Pil Heo

CVPR 2024 Diversity-Aware Channel Pruning for StyleGAN Compression Jiwoo Chung, Sangeek Hyun, Sang-Heon Shim, Jae-Pil Heo

NeurIPS 2024 GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats Sangeek Hyun, Jae-Pil Heo

ECCV 2024 Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park, WonJun Moon, SuBeen Lee, Tae-Young Kim, Jae-Pil Heo

AAAI 2024 Noise-Free Optimization in Early Training Steps for Image Super-Resolution MinKyu Lee, Jae-Pil Heo

ECCV 2024 Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong, WonJun Moon, SuBeen Lee, Jae-Pil Heo

CVPR 2024 Style Injection in Diffusion: A Training-Free Approach for Adapting Large-Scale Diffusion Models for Style Transfer Jiwoo Chung, Sangeek Hyun, Jae-Pil Heo

AAAI 2024 Task-Disruptive Background Suppression for Few-Shot Segmentation Suho Park, Su Been Lee, Sangeek Hyun, Hyun Seok Seong, Jae-Pil Heo

AAAI 2024 Towards Squeezing-Averse Virtual Try-on via Sequential Deformation Sang-Heon Shim, Jiwoo Chung, Jae-Pil Heo

AAAI 2024 VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting Seunggu Kang, WonJun Moon, Euiyeon Kim, Jae-Pil Heo

CVPR 2023 Disentangled Representation Learning for Unsupervised Neural Quantization Haechan Noh, Sangeek Hyun, Woojin Jeong, Hanshin Lim, Jae-Pil Heo

CVPR 2023 Leveraging Hidden Positives for Unsupervised Semantic Segmentation Hyun Seok Seong, WonJun Moon, SuBeen Lee, Jae-Pil Heo

AAAI 2023 Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition WonJun Moon, Hyun Seok Seong, Jae-Pil Heo

AAAI 2023 Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation Jongbo Moon, Hyunjun Kim, Jae-Pil Heo

CVPR 2023 Query-Dependent Video Representation for Moment Retrieval and Highlight Detection WonJun Moon, Sangeek Hyun, SangUk Park, Dongchan Park, Jae-Pil Heo

AAAI 2023 Robust Image Denoising of No-Flash Images Guided by Consistent Flash Images Geunwoo Oh, Jonghee Back, Jae-Pil Heo, Bochang Moon

ICCV 2023 Self-Feedback DETR for Temporal Action Detection Jihwan Kim, Miso Lee, Jae-Pil Heo

ECCV 2022 Difficulty-Aware Simulator for Open Set Recognition WonJun Moon, Junho Park, Hyun Seok Seong, Cheol-Ho Cho, Jae-Pil Heo

CVPR 2022 Local Attention Pyramid for Scene Image Generation Sang-Heon Shim, Sangeek Hyun, DaeHyun Bae, Jae-Pil Heo

ECCV 2022 Tailoring Self-Supervision for Supervised Learning WonJun Moon, Ji-Hwan Kim, Jae-Pil Heo

CVPR 2022 Task Discrepancy Maximization for Fine-Grained Few-Shot Classification SuBeen Lee, WonJun Moon, Jae-Pil Heo

ICCV 2021 Collaborative Learning with Disentangled Features for Zero-Shot Domain Adaptation Won Young Jhoo, Jae-Pil Heo

ICCV 2021 Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search Haechan Noh, Taeho Kim, Jae-Pil Heo

CVPR 2021 Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency Sangeek Hyun, Jihwan Kim, Jae-Pil Heo

ECCV 2020 VarSR: Variational Super-Resolution Network for Very Low Resolution Images Sangeek Hyun, Jae-Pil Heo

CVPR 2016 Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search Jae-Pil Heo, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Sung-eui Yoon

CVPR 2014 Distance Encoded Product Quantization Jae-Pil Heo, Zhe Lin, Sung-Eui Yoon

CVPR 2012 Spherical Hashing Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon