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Bumsub Ham

11 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

CVPR ×3AAAI ×2ECCV ×2ICCV ×1ICML ×1NeurIPS ×1WACV ×1

Frequent coauthors

Jeimin Jeon
×5
Youngmin Oh
×4
Junghyup Lee
×4
Dohyung Kim
×4
Donghyeon Baek
×3
Jaehyeon Moon
×3
Hyunju Lee
×2
Byunggwan Son
×2
Wonjun Lee
×2
Suhyun Kim
×2
Seunghoon Lee
×1
Jeongwoo Choi
×1

Papers

  1. GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search
    WACV 2026 ·
    Hyunju Lee
    ,
    Youngmin Oh
    ,
    Jeimin Jeon
    ,
    Donghyeon Baek
    , Bumsub Ham
  2. AccuQuant: Simulating Multiple Denoising Steps for Quantizing Diffusion Models
    NeurIPS 2025 ·
    Seunghoon Lee
    ,
    Jeongwoo Choi
    ,
    Byunggwan Son
    ,
    Jaehyeon Moon
    ,
    Jeimin Jeon
    , Bumsub Ham
  3. ELITE: Enhanced Language-Image Toxicity Evaluation for Safety
    ICML 2025 ·
    Wonjun Lee
    ,
    Doehyeon Lee
    ,
    Eugene Choi
    ,
    Sangyoon Yu
    ,
    Ashkan Yousefpour
    ,
    Haon Park
    , Bumsub Ham,
    Suhyun Kim
  4. Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions
    AAAI 2025 ·
    Youngmin Oh
    ,
    Hyunju Lee
    , Bumsub Ham
  5. Maximizing the Position Embedding for Vision Transformers with Global Average Pooling
    AAAI 2025 ·
    Wonjun Lee
    , Bumsub Ham,
    Suhyun Kim
  6. Scheduling Weight Transitions for Quantization-Aware Training
    ICCV 2025 ·
    Junghyup Lee
    ,
    Jeimin Jeon
    ,
    Dohyung Kim
    , Bumsub Ham
  7. Subnet-Aware Dynamic Supernet Training for Neural Architecture Search
    CVPR 2025 ·
    Jeimin Jeon
    ,
    Youngmin Oh
    ,
    Junghyup Lee
    ,
    Donghyeon Baek
    ,
    Dohyung Kim
    ,
    Chanho Eom
    , Bumsub Ham
  8. AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search
    CVPR 2024 ·
    Junghyup Lee
    , Bumsub Ham
  9. FYI: Flip Your Images for Dataset Distillation
    ECCV 2024 ·
    Byunggwan Son
    ,
    Youngmin Oh
    ,
    Donghyeon Baek
    , Bumsub Ham
  10. Instance-Aware Group Quantization for Vision Transformers
    CVPR 2024 ·
    Jaehyeon Moon
    ,
    Dohyung Kim
    ,
    Junyong Cheon
    , Bumsub Ham
  11. Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients
    ECCV 2024 ·
    Dohyung Kim
    ,
    Junghyup Lee
    ,
    Jeimin Jeon
    ,
    Jaehyeon Moon
    , Bumsub Ham