Nojun Kwak

Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings WACV 2026 CSF: Black-box Fingerprinting via Compositional Semantics for Text-to-Image Models CVPR 2026 Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation ACL 2026 Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026 Unlocking the Potential of Diffusion Language Models through Template Infilling ACL 2026 Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025 Real-Time Intuitive AI Drawing System for Collaboration: Enhancing Human Creativity through Formal and Contextual Intent Integration NeurIPS 2025 ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation ICCV 2025 TPD-STR: Text Polygon Detection with Split Transformers WACV 2025 Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization CVPR 2025 What's Making That Sound Right Now? Video-centric Audio-Visual Localization ICCV 2025 Advancing Beyond Identification: Multi-bit Watermark for Large Language Models NAACL 2024 Any-Way Meta Learning AAAI 2024 Deep Support Vectors NeurIPS 2024 Exploring Causal Mechanisms for Machine Text Detection Methods NAACL 2024 Fast Sun-Aligned Outdoor Scene Relighting Based on TensoRF WACV 2024 MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP 2024 Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition ICLR 2024 SAVE: Protagonist Diversification with Structure Agnostic Video Editing ECCV 2024 TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis NAACL 2024 What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024 End-to-End Multi-Object Detection with a Regularized Mixture Model ICML 2023 FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis ICCV 2023 Leveraging Off-the-Shelf Diffusion Model for Multi-Attribute Fashion Image Manipulation WACV 2023 MDPose: real-time multi-person pose estimation via mixture density model UAI 2023 MixNeRF: Modeling a Ray With Mixture Density for Novel View Synthesis From Sparse Inputs CVPR 2023 Robust Multi-bit Natural Language Watermarking through Invariant Features ACL 2023 Self-Distilled Self-Supervised Representation Learning WACV 2023 SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning NeurIPS 2023 Unifying Vision-Language Representation Space with Single-Tower Transformer AAAI 2023 Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling EMNLP 2022 Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022 Few-Shot Image Generation with Mixup-Based Distance Learning ECCV 2022 Few-Shot Object Detection by Attending to Per-Sample-Prototype WACV 2022 Imposing Consistency for Optical Flow Estimation CVPR 2022 MatteFormer: Transformer-Based Image Matting via Prior-Tokens CVPR 2022 Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation WACV 2022 MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection CVPR 2022 Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box ECCV 2022 Variational On-the-Fly Personalization ICML 2022 Interpolation-Based Semi-Supervised Learning for Object Detection CVPR 2021 Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation CVPR 2021 LFI-CAM: Learning Feature Importance for Better Visual Explanation ICCV 2021 Normalization Matters in Weakly Supervised Object Localization ICCV 2021 PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation Interspeech 2021 Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021 Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image ICCV 2021 Feature-map-level Online Adversarial Knowledge Distillation ICML 2020 Position-based Scaled Gradient for Model Quantization and Pruning NeurIPS 2020 Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations ECCV 2020 SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation ECCV 2020 SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder WACV 2020 Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction AAAI 2020 URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020 A Comprehensive Overhaul of Feature Distillation ICCV 2019 Consistency-based Semi-supervised Learning for Object detection NeurIPS 2019 Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information AAAI 2019 Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation ICCV 2019 Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension ACL 2019 Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 2019 Broadcasting Convolutional Network for Visual Relational Reasoning ECCV 2018 Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams CVPR 2018 Genetic-Gated Networks for Deep Reinforcement Learning NeurIPS 2018 Image Restoration by Estimating Frequency Distribution of Local Patches CVPR 2018 Motion Feature Network: Fixed Motion Filter for Action Recognition ECCV 2018 Paraphrasing Complex Network: Network Compression via Factor Transfer NeurIPS 2018 Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015