Miran Heo

8 papers · 2021–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

CVPR (4) NeurIPS (2) AAAI (1) ECCV (1)

Top co-authors

Seon Joo Kim (8) Seoung Wug Oh (7) Sukjun Hwang (5) Joon-Young Lee (4) Hanjung Kim (2) Jeongseok Hyun (1) Jaehyun Kang (1) De-An Huang (1) Sifei Liu (1) Yu-Chiang Frank Wang (1)

Research topics

Computer Vision (7) Analysis (6) Processing (5) Deep Learning (4) Artificial Intelligence (3) Architectures (3) Core AI · Artificial Intelligence (3) Natural Language Processing (1) Core AI · Computer Vision (1) Learning Types (1) Resources & Methods (1)

Keywords

video understanding (4) video instance segmentation (4) object tracking (4) transformer architecture (2) visual question answering (1) video classification (1) temporal classification (1) temporal learning (1) occlusion handling (1) set classification (1) motion tracking (1) multimodal large language model (1) long-tailed distribution (1) temporal consistency (1) referring expression comprehension (1) video object segmentation (1) point correspondence (1) query-based detection (1) instance mask propagation (1) mask propagation (1)

Papers

Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025 Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation AAAI 2025 VISAGE: Video Instance Segmentation with Appearance-Guided Enhancement ECCV 2024 A Generalized Framework for Video Instance Segmentation CVPR 2023 Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints To Better Classify Objects in Videos CVPR 2022 VITA: Video Instance Segmentation via Object Token Association NeurIPS 2022 Polygonal Point Set Tracking CVPR 2021 Video Instance Segmentation using Inter-Frame Communication Transformers NeurIPS 2021