Task Discrepancy Maximization for Fine-grained Few-Shot Classification. - Su Been Lee; WonJun Moon; Jae-Pil Heo (CVPR, 2022)

Tailoring Self-Supervision for Supervised Learning. - WonJun Moon; Ji-Hwan Kim; Jae-Pil Heo (ECCV (25), 2022)

Difficulty-Aware Simulator for Open Set Recognition. - WonJun Moon; Jun Ho Park; Hyun Seok Seong; Cheol-Ho Cho; Jae-Pil Heo (ECCV (25), 2022)

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

Query - Dependent Video Representation for Moment Retrieval and Highlight Detection. - WonJun Moon; Sangeek Hyun; Sanguk Park; Dongchan Park; Jae-Pil Heo (CVPR, 2023)

Leveraging Hidden Positives for Unsupervised Semantic Segmentation. - Hyun Seok Seong; WonJun Moon; Su Been Lee; Jae-Pil Heo (CVPR, 2023)

Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification. - Su Been Lee; WonJun Moon; Hyun Seok Seong; Jae-Pil Heo (CoRR, 2023)

Correlation-guided Query-Dependency Calibration in Video Representation Learning for Temporal Grounding. - WonJun Moon; Sangeek Hyun; Su Been Lee; Jae-Pil Heo (CoRR, 2023)

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

Mitigating Background Shift in Class-Incremental Semantic Segmentation. - Gilhan Park; WonJun Moon; SuBeen Lee; Tae-Young Kim; Jae-Pil Heo (ECCV (50), 2024)

Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation. - Hyun Seok Seong; WonJun Moon; SuBeen Lee; Jae-Pil Heo (ECCV (49), 2024)

Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval. - Cheol-Ho Cho; WonJun Moon; Woojin Jun; Minseok Jung; 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 (AAAI, 2025)

Temporal Alignment-Free Video Matching for Few-shot Action Recognition. - SuBeen Lee; WonJun Moon; Hyun Seok Seong; Jae-Pil Heo (CVPR, 2025)

Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification. - SuBeen Lee; WonJun Moon; Hyun Seok Seong; Jae-Pil Heo (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

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

Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval. - Cheol-Ho Cho; WonJun Moon; Woojin Jun; MinSeok Jung; Jae-Pil Heo (CoRR, 2025)