← Authors

Kwanghoon Sohn

48 papers · 2015–2025 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (76) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (24) 🧬 Topic Evolution 🀝 Dynamic Duo (18) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (200) πŸ”₯ Unstoppable (9) ⚑ Prolific Year (10) πŸš€ Conference Pioneer πŸ’Ž Century Club (48)

Conferences

CVPR (24) ICCV (7) ECCV (6) AAAI (3) NIPS (3) WACV (3) CLEAR (1) ICLR (1)

Top co-authors

Seungryong Kim (18) Dongbo Min (17) JungIn Park (14) Jiyoung Lee (13) Sangryul Jeon (9) Jin Kim (7) Hyeongjun Kwon (6) Sunok Kim (6) Ig-Jae Kim (6) Minsu Kim (6)

Keywords

convolutional neural network (7) contrastive learning (6) self-supervised learning (5) image restoration (4) stereo matching (4) multimodal learning (3) domain adaptation (3) attention mechanism (3) weakly supervised learning (3) feature learning (2) vision transformer (2) metric learning (2) representation learning (2) action recognition (2) unsupervised learning (2) semantic segmentation (2) data augmentation (2) domain generalization (2) prototype learning (2) disparity estimation (2)

Papers

Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025
Mixture of Submodules for Domain Adaptive Person Search CVPR 2025
Faster Parameter-Efficient Tuning with Token Redundancy Reduction CVPR 2025
Bridging Vision and Language Spaces with Assignment Prediction ICLR 2024
Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label Distillation ECCV 2024
EBDM: Exemplar-guided Image Translation with Brownian-bridge Diffusion Models ECCV 2024
Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping CVPR 2024
Diffusion-driven GAN Inversion for Multi-Modal Face Image Generation CVPR 2024
Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations NIPS 2024
Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning CVPR 2023
Dual-Path Adaptation From Image to Video Transformers CVPR 2023
Unsupervised Deep Asymmetric Stereo Matching With Spatially-Adaptive Self-Similarity CVPR 2023
PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification CVPR 2023
Probabilistic Prompt Learning for Dense Prediction CVPR 2023
Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning ICCV 2023
Knowing Where to Focus: Event-aware Transformer for Video Grounding ICCV 2023
Language-Free Training for Zero-Shot Video Grounding WACV 2023
Normality Guided Multiple Instance Learning for Weakly Supervised Video Anomaly Detection WACV 2023
KNN Local Attention for Image Restoration CVPR 2022
Pin the Memory: Learning To Generalize Semantic Segmentation CVPR 2022
CausalCity: Complex Simulations with Agency for Causal Discovery and Reasoning CLEAR 2022
PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation ECCV 2022
Probabilistic Representations for Video Contrastive Learning CVPR 2022
Looking Into Your Speech: Learning Cross-Modal Affinity for Audio-Visual Speech Separation CVPR 2021
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation AAAI 2021
Deep Low-Contrast Image Enhancement using Structure Tensor Representation AAAI 2021
Adaptive Confidence Thresholding for Monocular Depth Estimation ICCV 2021
Mining Better Samples for Contrastive Learning of Temporal Correspondence CVPR 2021
Memory-Guided Unsupervised Image-to-Image Translation CVPR 2021
Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021
Prototype-Guided Saliency Feature Learning for Person Search CVPR 2021
CATs: Cost Aggregation Transformers for Visual Correspondence NIPS 2021
Learning Canonical 3D Object Representation for Fine-Grained Recognition ICCV 2021
Stereoscopic Image Super-Resolution with Stereo Consistent Feature AAAI 2020
SumGraph: Video Summarization via Recursive Graph Modeling ECCV 2020
Guided Semantic Flow ECCV 2020
Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation CVPR 2020
Context-Aware Emotion Recognition Networks ICCV 2019
Semantic Attribute Matching Networks CVPR 2019
LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation CVPR 2019
Joint Learning of Semantic Alignment and Object Landmark Detection ICCV 2019
Recurrent Transformer Networks for Semantic Correspondence NIPS 2018
PARN: Pyramidal Affine Regression Networks for Dense Semantic Correspondence ECCV 2018
DCTM: Discrete-Continuous Transformation Matching for Semantic Flow ICCV 2017
Deeply Aggregated Alternating Minimization for Image Restoration CVPR 2017
FCSS: Fully Convolutional Self-Similarity for Dense Semantic Correspondence CVPR 2017
DASC: Dense Adaptive Self-Correlation Descriptor for Multi-Modal and Multi-Spectral Correspondence CVPR 2015