← Authors

Suha Kwak

66 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (89) 🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (9) 🏠 Conference Loyalist (25) 🀝 Dynamic Duo (19) πŸ† Keyword Champion (4) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (243) ⚑ Prolific Year (17) πŸš€ Conference Pioneer πŸ’Ž Century Club (65) πŸ”₯ Unstoppable (13) πŸ“ˆ Trend Setter

Conferences

CVPR (25) ECCV (11) ICCV (9) NIPS (7) WACV (6) ICML (4) AAAI (1) ICLR (1) NAACL (1) UAI (1)

Top co-authors

Minsu Cho (19) Sungyeon Kim (13) Dongwon Kim (10) Jungseul Ok (7) Bohyung Han (6) Boseung Jeong (6) SEHYUN HWANG (6) Namyup Kim (6) Sohyun Lee (6) Donghyeon Kwon (6)

Keywords

semantic segmentation (9) representation learning (8) metric learning (7) weakly supervised learning (6) convolutional neural network (5) action recognition (5) video understanding (5) pseudo label (4) embedding learning (4) domain adaptation (4) referring image segmentation (4) contrastive learning (3) attention mechanism (3) semi-supervised learning (3) pseudo labeling (3) unsupervised learning (3) knowledge distillation (3) embedding space (3) self-supervised learning (3) object tracking (3)

Papers

Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation AAAI 2026
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025
GENIUS: A Generative Framework for Universal Multimodal Search CVPR 2025
Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval CVPR 2025
Improving Sound Source Localization with Joint Slot Attention on Image and Audio CVPR 2025
Boosting Semi-Supervised Video Action Detection with Temporal Context WACV 2025
Decoupled Finetuning for Domain Generalizable Semantic Segmentation ICLR 2025
Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens ICCV 2025
MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection ICCV 2025
Self-Supervised Learning of Semantic Correspondence Using Web Videos WACV 2024
Optical Flow Domain Adaptation via Target Style Transfer WACV 2024
Extending CLIP’s Image-Text Alignment to Referring Image Segmentation NAACL 2024
Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization ICML 2024
Active Label Correction for Semantic Segmentation with Foundation Models ICML 2024
Online Temporal Action Localization with Memory-Augmented Transformer ECCV 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models ECCV 2024
Extreme Point Supervised Instance Segmentation CVPR 2024
Towards More Practical Group Activity Detection: A New Benchmark and Model ECCV 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions ECCV 2024
MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory ECCV 2024
Distilling Diffusion Models into Conditional GANs ECCV 2024
PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery ECCV 2024
ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation NIPS 2024
Bootstrapping Top-down Information for Self-modulating Slot Attention NIPS 2024
Classification Matters: Improving Video Action Detection with Class-Specific Attention ECCV 2024
Interactive Network Perturbation Between Teacher and Students for Semi-Supervised Semantic Segmentation WACV 2024
Human Pose Estimation in Extremely Low-Light Conditions CVPR 2023
Active Learning for Semantic Segmentation with Multi-class Label Query NIPS 2023
Activity Grammars for Temporal Action Segmentation NIPS 2023
HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization CVPR 2023
Improving Cross-Modal Retrieval With Set of Diverse Embeddings CVPR 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization ICCV 2023
Adaptive Superpixel for Active Learning in Semantic Segmentation ICCV 2023
Shatter and Gather: Learning Referring Image Segmentation with Text Supervision ICCV 2023
Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023
ReSTR: Convolution-Free Referring Image Segmentation Using Transformers CVPR 2022
Detector-Free Weakly Supervised Group Activity Recognition CVPR 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022
Collaborative Transformers for Grounded Situation Recognition CVPR 2022
Reflection and Rotation Symmetry Detection via Equivariant Learning CVPR 2022
Self-Taught Metric Learning Without Labels CVPR 2022
Semi-Supervised Semantic Segmentation With Error Localization Network CVPR 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022
Learning Debiased Classifier with Biased Committee NIPS 2022
Cross-Domain Ensemble Distillation for Domain Generalization ECCV 2022
Combating Label Distribution Shift for Active Domain Adaptation ECCV 2022
ASMR: Learning Attribute-Based Person Search With Adaptive Semantic Margin Regularizer ICCV 2021
Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021
Relational Self-Attention: What's Missing in Attention for Video Understanding NIPS 2021
On the distribution of penultimate activations of classification networks UAI 2021
Neural Contrast Enhancement of CT Image WACV 2021
Learning Self-Similarity in Space and Time As Generalized Motion for Video Action Recognition ICCV 2021
Proxy Anchor Loss for Deep Metric Learning CVPR 2020
MotionSqueeze: Neural Motion Feature Learning for Video Understanding ECCV 2020
Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations CVPR 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019
Deep Metric Learning Beyond Binary Supervision CVPR 2019
Learning Pixel-Level Semantic Affinity With Image-Level Supervision for Weakly Supervised Semantic Segmentation CVPR 2018
Weakly Supervised Semantic Segmentation Using Web-Crawled Videos CVPR 2017
Thin-Slicing for Pose: Learning to Understand Pose Without Explicit Pose Estimation CVPR 2016
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network ICML 2015
Unsupervised Object Discovery and Tracking in Video Collections ICCV 2015
Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals CVPR 2015
Object Localization based on Structural SVM using Privileged Information NIPS 2014
Multi-agent Event Detection: Localization and Role Assignment CVPR 2013
Orderless Tracking through Model-Averaged Posterior Estimation ICCV 2013