← Authors

Bumsub Ham

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

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 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