Suha Kwak

FlashDecoder: Real-Time Latent-to-Pixel Streaming Decoder with Transformers CVPR 2026 Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation AAAI 2026 Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model CVPR 2026 Robust Promptable Video Object Segmentation CVPR 2026 VIRO: Robust and Efficient Neuro-Symbolic Reasoning with Verification for Referring Expression Comprehension CVPR 2026 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 GENIUS: A Generative Framework for Universal Multimodal Search CVPR 2025 Improving Sound Source Localization with Joint Slot Attention on Image and Audio CVPR 2025 Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval CVPR 2025 Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025 MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection ICCV 2025 ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation NeurIPS 2024 Active Label Correction for Semantic Segmentation with Foundation Models ICML 2024 Bootstrapping Top-down Information for Self-modulating Slot Attention NeurIPS 2024 Classification Matters: Improving Video Action Detection with Class-Specific Attention ECCV 2024 Distilling Diffusion Models into Conditional GANs ECCV 2024 Efficient and Versatile Robust Fine-Tuning of Zero-shot Models ECCV 2024 Extending CLIP’s Image-Text Alignment to Referring Image Segmentation NAACL 2024 Extreme Point Supervised Instance Segmentation CVPR 2024 FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions ECCV 2024 Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization ICML 2024 Interactive Network Perturbation Between Teacher and Students for Semi-Supervised Semantic Segmentation WACV 2024 MemBN: Robust Test-Time Adaptation via Batch Norm with Statistics Memory ECCV 2024 Online Temporal Action Localization with Memory-Augmented Transformer ECCV 2024 Optical Flow Domain Adaptation via Target Style Transfer WACV 2024 PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery ECCV 2024 Self-Supervised Learning of Semantic Correspondence Using Web Videos WACV 2024 Towards More Practical Group Activity Detection: A New Benchmark and Model ECCV 2024 Active Learning for Semantic Segmentation with Multi-class Label Query NeurIPS 2023 Activity Grammars for Temporal Action Segmentation NeurIPS 2023 Adaptive Superpixel for Active Learning in Semantic Segmentation ICCV 2023 HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization CVPR 2023 Human Pose Estimation in Extremely Low-Light Conditions CVPR 2023 Improving Cross-Modal Retrieval With Set of Diverse Embeddings CVPR 2023 Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023 PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization ICCV 2023 Shatter and Gather: Learning Referring Image Segmentation with Text Supervision ICCV 2023 Collaborative Transformers for Grounded Situation Recognition CVPR 2022 Combating Label Distribution Shift for Active Domain Adaptation ECCV 2022 Cross-Domain Ensemble Distillation for Domain Generalization ECCV 2022 Detector-Free Weakly Supervised Group Activity Recognition CVPR 2022 FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022 Learning Debiased Classifier with Biased Committee NeurIPS 2022 Reflection and Rotation Symmetry Detection via Equivariant Learning CVPR 2022 ReSTR: Convolution-Free Referring Image Segmentation Using Transformers CVPR 2022 Self-Taught Metric Learning Without Labels CVPR 2022 Semi-Supervised Semantic Segmentation With Error Localization Network CVPR 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 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 Learning Self-Similarity in Space and Time As Generalized Motion for Video Action Recognition ICCV 2021 Neural Contrast Enhancement of CT Image WACV 2021 On the distribution of penultimate activations of classification networks UAI 2021 Relational Self-Attention: What's Missing in Attention for Video Understanding NeurIPS 2021 MotionSqueeze: Neural Motion Feature Learning for Video Understanding ECCV 2020 Proxy Anchor Loss for Deep Metric Learning CVPR 2020 Deep Metric Learning Beyond Binary Supervision CVPR 2019 Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019 Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations 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 Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals CVPR 2015 Unsupervised Object Discovery and Tracking in Video Collections ICCV 2015 Object Localization based on Structural SVM using Privileged Information NeurIPS 2014 Multi-agent Event Detection: Localization and Role Assignment CVPR 2013 Orderless Tracking through Model-Averaged Posterior Estimation ICCV 2013