← Authors

Nojun Kwak

64 papers · 2015–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (10) πŸ—ΊοΈ Taxonomy Completionist (111) 🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (11) πŸ† Grand Slam πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (9) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ’Ž Century Club (63) ❓ The Questioner (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (264)

Conferences

CVPR (11) WACV (9) AAAI (8) ICCV (8) ECCV (7) NIPS (6) ACL (3) ICML (3) NAACL (3) EMNLP (2) ACML (1) ICLR (1) INTERSPEECH (1) UAI (1)

Top co-authors

Simyung Chang (8) KiYoon Yoo (7) Jangho Kim (7) Inseop Chung (6) Jeesoo Kim (6) John Yang (6) Seunghyeon Seo (6) Seonhoon Kim (5) Jaeyoung Yoo (5) Jisoo Jeong (5)

Research topics

Privacy (2)

Keywords

image classification (5) object detection (5) few-shot learning (4) model compression (4) semantic segmentation (4) neural network (4) contrastive learning (4) diffusion model (3) attention mechanism (3) semi-supervised learning (3) bounding box (3) convolutional neural network (3) self-supervised learning (3) knowledge distillation (3) multimodal learning (3) neural radiance field (3) knowledge transfer (2) weakly supervised learning (2) feature alignment (2) visual question answering (2)

Papers

Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026
Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings WACV 2026
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
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025
What's Making That Sound Right Now? Video-centric Audio-Visual Localization ICCV 2025
What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024
MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline EMNLP 2024
SAVE: Protagonist Diversification with Structure Agnostic Video Editing ECCV 2024
Deep Support Vectors NIPS 2024
Fast Sun-Aligned Outdoor Scene Relighting Based on TensoRF WACV 2024
Any-Way Meta Learning AAAI 2024
Exploring Causal Mechanisms for Machine Text Detection Methods NAACL 2024
TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis NAACL 2024
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models NAACL 2024
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition ICLR 2024
SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning NIPS 2023
End-to-End Multi-Object Detection with a Regularized Mixture Model ICML 2023
MixNeRF: Modeling a Ray With Mixture Density for Novel View Synthesis From Sparse Inputs CVPR 2023
MDPose: real-time multi-person pose estimation via mixture density model UAI 2023
Self-Distilled Self-Supervised Representation Learning WACV 2023
Leveraging Off-the-Shelf Diffusion Model for Multi-Attribute Fashion Image Manipulation WACV 2023
Unifying Vision-Language Representation Space with Single-Tower Transformer AAAI 2023
Robust Multi-bit Natural Language Watermarking through Invariant Features ACL 2023
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis ICCV 2023
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation WACV 2022
Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022
MatteFormer: Transformer-Based Image Matting via Prior-Tokens CVPR 2022
Imposing Consistency for Optical Flow Estimation CVPR 2022
MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection CVPR 2022
Few-Shot Image Generation with Mixup-Based Distance Learning ECCV 2022
Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box ECCV 2022
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling EMNLP 2022
Variational On-the-Fly Personalization ICML 2022
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation WACV 2022
Few-Shot Object Detection by Attending to Per-Sample-Prototype WACV 2022
Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation CVPR 2021
Normalization Matters in Weakly Supervised Object Localization ICCV 2021
LFI-CAM: Learning Feature Importance for Better Visual Explanation ICCV 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
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation INTERSPEECH 2021
Interpolation-Based Semi-Supervised Learning for Object Detection CVPR 2021
Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction AAAI 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
Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations ECCV 2020
Feature-map-level Online Adversarial Knowledge Distillation ICML 2020
Position-based Scaled Gradient for Model Quantization and Pruning NIPS 2020
URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020
Consistency-based Semi-supervised Learning for Object detection NIPS 2019
Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information AAAI 2019
A Comprehensive Overhaul of Feature Distillation ICCV 2019
Towards Governing Agent’s Efficacy: Action-Conditional $Ξ²$-VAE for Deep Transparent Reinforcement Learning ACML 2019
Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension ACL 2019
Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation ICCV 2019
Motion Feature Network: Fixed Motion Filter for Action Recognition ECCV 2018
Broadcasting Convolutional Network for Visual Relational Reasoning ECCV 2018
Image Restoration by Estimating Frequency Distribution of Local Patches CVPR 2018
Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams CVPR 2018
Paraphrasing Complex Network: Network Compression via Factor Transfer NIPS 2018
Genetic-Gated Networks for Deep Reinforcement Learning NIPS 2018
Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015