Bohyung Han

Beyond the Ground Truth: Enhanced Supervision for Image Restoration CVPR 2026 Enhancing Mixture-of-Experts Specialization via Cluster-Aware Upcycling CVPR 2026 GP-4DGS: Probabilistic 4D Gaussian Splatting from Monocular Video via Variational Gaussian Processes CVPR 2026 HyperPose: Hyper-pose Embeddings for 3D-Aware Generative Models with Self-Supervised Disentangling of Pose and Scene WACV 2026 Image Diffusion Preview with Consistency Solver CVPR 2026 Low-Resolution Editing is All You Need for High-Resolution Editing CVPR 2026 PhysGaia: A Physics-aware Benchmark with Multi-Body Interactions for Dynamic Novel View Synthesis CVPR 2026 TIPSv2: Advancing Vision-Language Pretraining with Enhanced Patch-Text Alignment CVPR 2026 Diffusion-Based Conditional Image Editing through Optimized Inference with Guidance WACV 2025 Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions ICLR 2025 Fine-Grained Captioning of Long Videos through Scene Graph Consolidation ICML 2025 Metric Compatible Training for Online Backfilling in Large-Scale Retrieval WACV 2025 Re-Evaluating Group Robustness via Adaptive Class-Specific Scaling WACV 2025 Revisiting Machine Unlearning with Dimensional Alignment WACV 2025 4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization NeurIPS 2024 Communication-Efficient Federated Learning with Accelerated Client Gradient CVPR 2024 Cross-Class Feature Augmentation for Class Incremental Learning AAAI 2024 Diffusion-Based Image-to-Image Translation by Noise Correction via Prompt Interpolation ECCV 2024 FIFO-Diffusion: Generating Infinite Videos from Text without Training NeurIPS 2024 Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding NeurIPS 2024 Leveraging temporal contextualization for video action recognition ECCV 2024 Observation-Guided Diffusion Probabilistic Models CVPR 2024 Randomized Adversarial Style Perturbations for Domain Generalization WACV 2024 Relaxed Contrastive Learning for Federated Learning CVPR 2024 Robust Image Denoising through Adversarial Frequency Mixup CVPR 2024 Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense NeurIPS 2023 Conditional Score Guidance for Text-Driven Image-to-Image Translation NeurIPS 2023 Generative Neural Fields by Mixtures of Neural Implicit Functions NeurIPS 2023 Multi-Modal Representation Learning With Text-Driven Soft Masks CVPR 2023 On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023 Open-Set Representation Learning Through Combinatorial Embedding CVPR 2023 Stop or Forward: Dynamic Layer Skipping for Efficient Action Recognition WACV 2023 Variational Distribution Learning for Unsupervised Text-to-Image Generation CVPR 2023 Class-Incremental Learning by Knowledge Distillation With Adaptive Feature Consolidation CVPR 2022 InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering CVPR 2022 Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022 Information-Theoretic GAN Compression with Variational Energy-based Model NeurIPS 2022 Learning Semantic Segmentation from Multiple Datasets with Label Shifts ECCV 2022 Locally Hierarchical Auto-Regressive Modeling for Image Generation NeurIPS 2022 MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators NeurIPS 2022 Multi-Level Branched Regularization for Federated Learning ICML 2022 Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking IJCAI 2022 Pooling Revisited: Your Receptive Field Is Suboptimal CVPR 2022 Self-Supervised Dense Consistency Regularization for Image-to-Image Translation CVPR 2022 Towards Sequence-Level Training for Visual Tracking ECCV 2022 Unsupervised Learning of Debiased Representations With Pseudo-Attributes CVPR 2022 Class-Incremental Learning for Action Recognition in Videos ICCV 2021 CoSMo: Content-Style Modulation for Image Retrieval With Text Feedback CVPR 2021 Exemplar-Based Open-Set Panoptic Segmentation Network CVPR 2021 Learning Debiased and Disentangled Representations for Semantic Segmentation NeurIPS 2021 Learning Student-Friendly Teacher Networks for Knowledge Distillation NeurIPS 2021 RaScaNet: Learning Tiny Models by Raster-Scanning Images CVPR 2021 Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform ICCV 2021 Weakly Supervised Instance Segmentation by Deep Community Learning WACV 2021 Channel Attention Is All You Need for Video Frame Interpolation AAAI 2020 Context-Aware Zero-Shot Recognition AAAI 2020 Learning to Optimize Domain Specific Normalization for Domain Generalization ECCV 2020 Local-Global Video-Text Interactions for Temporal Grounding CVPR 2020 Operation-Aware Soft Channel Pruning using Differentiable Masks ICML 2020 Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020 Reinforcing an Image Caption Generator Using Off-Line Human Feedback AAAI 2020 Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud NeurIPS 2020 Task-Aware Quantization Network for JPEG Image Compression ECCV 2020 Towards Oracle Knowledge Distillation with Neural Architecture Search AAAI 2020 Traffic Accident Benchmark for Causality Recognition ECCV 2020 URVOS: Unified Referring Video Object Segmentation Network with a Large-Scale Benchmark ECCV 2020 Combinatorial Inference against Label Noise NeurIPS 2019 Continual Learning by Asymmetric Loss Approximation With Single-Side Overestimation ICCV 2019 Domain-Specific Batch Normalization for Unsupervised Domain Adaptation CVPR 2019 Learning for Single-Shot Confidence Calibration in Deep Neural Networks Through Stochastic Inferences CVPR 2019 Regularizing Neural Networks via Stochastic Branch Layers ACML 2019 Stochastic Class-Based Hard Example Mining for Deep Metric Learning CVPR 2019 Streamlined Dense Video Captioning CVPR 2019 Transfer Learning via Unsupervised Task Discovery for Visual Question Answering CVPR 2019 Attentive Semantic Alignment with Offset-Aware Correlation Kernels ECCV 2018 CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps ECCV 2018 Learning to Specialize with Knowledge Distillation for Visual Question Answering NeurIPS 2018 Real-Time MDNet ECCV 2018 Weakly Supervised Action Localization by Sparse Temporal Pooling Network CVPR 2018 BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017 Large-Scale Image Retrieval With Attentive Deep Local Features ICCV 2017 MarioQA: Answering Questions by Watching Gameplay Videos ICCV 2017 Multi-Object Tracking With Quadruplet Convolutional Neural Networks CVPR 2017 Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization NeurIPS 2017 Superpixel-Based Tracking-By-Segmentation Using Markov Chains CVPR 2017 Visual Reference Resolution using Attention Memory for Visual Dialog NeurIPS 2017 Weakly Supervised Semantic Segmentation Using Web-Crawled Videos CVPR 2017 Image Question Answering Using Convolutional Neural Network With Dynamic Parameter Prediction CVPR 2016 Learning Multi-Domain Convolutional Neural Networks for Visual Tracking CVPR 2016 Learning to Select Pre-Trained Deep Representations With Bayesian Evidence Framework CVPR 2016 Learning Transferrable Knowledge for Semantic Segmentation With Deep Convolutional Neural Network CVPR 2016 Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation NeurIPS 2015 Learning Deconvolution Network for Semantic Segmentation ICCV 2015 Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network ICML 2015 Tracking-by-Segmentation With Online Gradient Boosting Decision Tree ICCV 2015 Object Localization based on Structural SVM using Privileged Information NeurIPS 2014 Joint Segmentation and Pose Tracking of Human in Natural Videos ICCV 2013 Multi-agent Event Detection: Localization and Role Assignment CVPR 2013 Orderless Tracking through Model-Averaged Posterior Estimation ICCV 2013