Jinkyu Kim

Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding CVPR 2026 Image-Guided Semantic Pseudo-LiDAR Point Generation for 3D Object Detection WACV 2026 3D Occupancy Prediction with Low-Resolution Queries via Prototype-aware View Transformation CVPR 2025 DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image Diffusion Models AAAI 2025 Parameter-Efficient 12-Lead ECG Reconstruction from a Single Lead MICCAI 2025 Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding EMNLP 2025 BEVMap: Map-Aware BEV Modeling for 3D Perception WACV 2024 CMDA: Cross-Modal and Domain Adversarial Adaptation for LiDAR-Based 3D Object Detection AAAI 2024 Communication-Efficient Federated Learning with Accelerated Client Gradient CVPR 2024 Enhanced Motion Forecasting with Visual Relation Reasoning ECCV 2024 Higher-order Relational Reasoning for Pedestrian Trajectory Prediction CVPR 2024 Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem NeurIPS 2024 Localization and Manipulation of Immoral Visual Cues for Safe Text-to-Image Generation WACV 2024 LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System ECCV 2024 MEVG : Multi-event Video Generation with Text-to-Video Models ECCV 2024 Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024 Relaxed Contrastive Learning for Federated Learning CVPR 2024 Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NeurIPS 2024 VisionTrap: Vision-Augmented Trajectory Prediction Guided by Textual Descriptions ECCV 2024 An Embedding-Dynamic Approach to Self-Supervised Learning WACV 2023 Resolving Class Imbalance for LiDAR-Based Object Detector by Dynamic Weight Average and Contextual Ground Truth Sampling WACV 2023 The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion ICCV 2023 Bridging the Domain Gap towards Generalization in Automatic Colorization ECCV 2022 Grounding Visual Representations with Texts for Domain Generalization ECCV 2022 Multi-Level Branched Regularization for Federated Learning ICML 2022 Sound-Guided Semantic Image Manipulation CVPR 2022 Sound-Guided Semantic Video Generation ECCV 2022 SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021 Advisable Learning for Self-Driving Vehicles by Internalizing Observation-to-Action Rules CVPR 2020 Periphery-Fovea Multi-Resolution Driving Model Guided by Human Attention WACV 2020 Grounding Human-To-Vehicle Advice for Self-Driving Vehicles CVPR 2019 Textual Explanations for Self-Driving Vehicles ECCV 2018 Interpretable Learning for Self-Driving Cars by Visualizing Causal Attention ICCV 2017