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Bumsub Ham

34 papers · 2015–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (11) πŸ—ΊοΈ Taxonomy Completionist (50)
πŸ—ΊοΈ Taxonomy Completionist (50) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸ† Keyword Champion (2) 🀝 Dynamic Duo (13) πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (137) πŸ’Ž Century Club (34) ⚑ Prolific Year (5)

Conferences

CVPR (12) ICCV (9) ECCV (5) AAAI (3) NIPS (3) ICML (1) WACV (1)

Top co-authors

Junghyup Lee (13) Youngmin Oh (10) Dohyung Kim (9) Donghyeon Baek (8) Sanghoon Lee (5) Jongyoun Noh (4) Jeimin Jeon (4) Jean Ponce (4) Chanho Eom (4) Hyekang Park (3)

Keywords

person re-identification (5) convolutional neural network (5) semantic segmentation (4) neural architecture search (4) model compression (4) vision transformer (3) dense correspondence (3) supernet training (3) network quantization (2) feature learning (2) semantic correspondence (2) representation learning (2) optical flow (2) network calibration (2) image correspondence (2) attention mechanism (2) weakly supervised learning (2) straight-through estimator (2) domain adaptation (1) network architecture (1)

Papers

GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search WACV 2026 Subnet-Aware Dynamic Supernet Training for Neural Architecture Search CVPR 2025 Maximizing the Position Embedding for Vision Transformers with Global Average Pooling AAAI 2025 Efficient Few-Shot Neural Architecture Search by Counting the Number of Nonlinear Functions AAAI 2025 Scheduling Weight Transitions for Quantization-Aware Training ICCV 2025 ELITE: Enhanced Language-Image Toxicity Evaluation for Safety ICML 2025 Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients ECCV 2024 FYI: Flip Your Images for Dataset Distillation ECCV 2024 Instance-Aware Group Quantization for Vision Transformers CVPR 2024 AZ-NAS: Assembling Zero-Cost Proxies for Network Architecture Search CVPR 2024 RankMixup: Ranking-Based Mixup Training for Network Calibration ICCV 2023 ACLS: Adaptive and Conditional Label Smoothing for Network Calibration ICCV 2023 Camera-Driven Representation Learning for Unsupervised Domain Adaptive Person Re-identification ICCV 2023 Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation NIPS 2022 OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search ECCV 2022 Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation ECCV 2022 ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation NIPS 2022 HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection CVPR 2021 Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation ICCV 2021 Video-Based Person Re-Identification With Spatial and Temporal Memory Networks ICCV 2021 Distance-Aware Quantization ICCV 2021 Learning by Aligning: Visible-Infrared Person Re-Identification Using Cross-Modal Correspondences ICCV 2021 Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation CVPR 2021 Network Quantization With Element-Wise Gradient Scaling CVPR 2021 Relation Network for Person Re-Identification AAAI 2020 Learning Memory-Guided Normality for Anomaly Detection CVPR 2020 Learning with Privileged Information for Efficient Image Super-Resolution ECCV 2020 SFNet: Learning Object-Aware Semantic Correspondence CVPR 2019 Learning Disentangled Representation for Robust Person Re-identification NIPS 2019 SCNet: Learning Semantic Correspondence ICCV 2017 FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence CVPR 2017 Proposal Flow CVPR 2016 DASC: Dense Adaptive Self-Correlation Descriptor for Multi-Modal and Multi-Spectral Correspondence CVPR 2015 Robust Image Filtering Using Joint Static and Dynamic Guidance CVPR 2015