Dengxin Dai

FreePoint: Unsupervised Point Cloud Instance Segmentation CVPR 2024 2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation WACV 2024 MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation ECCV 2024 SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning ICCV 2023 EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation ICCV 2023 Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations CVPR 2023 Federated Incremental Semantic Segmentation CVPR 2023 Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023 Self-Supervised Pre-Training With Masked Shape Prediction for 3D Scene Understanding CVPR 2023 HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation CVPR 2023 MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation CVPR 2023 Jointly Learning Band Selection and Filter Array Design for Hyperspectral Imaging WACV 2023 Towards Robust Object Detection Invariant to Real-World Domain Shifts ICLR 2023 DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation CVPR 2022 CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning CVPR 2022 Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding CVPR 2022 Continual Test-Time Domain Adaptation CVPR 2022 Adiabatic Quantum Computing for Multi Object Tracking CVPR 2022 Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation CVPR 2022 Sound and Visual Representation Learning With Multiple Pretraining Tasks CVPR 2022 Scribble-Supervised LiDAR Semantic Segmentation CVPR 2022 Decoupling Zero-Shot Semantic Segmentation CVPR 2022 Bi-Level Alignment for Cross-Domain Crowd Counting CVPR 2022 Motion Transformer with Global Intention Localization and Local Movement Refinement NIPS 2022 LiDAR Snowfall Simulation for Robust 3D Object Detection CVPR 2022 HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation ECCV 2022 Class-Agnostic Object Counting Robust to Intraclass Diversity ECCV 2022 TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation ECCV 2022 Hyperspectral Image Super-Resolution With RGB Image Super-Resolution as an Auxiliary Task WACV 2022 Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather ICCV 2021 Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation ICCV 2021 mDALU: Multi-Source Domain Adaptation and Label Unification With Partial Datasets ICCV 2021 Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation CVPR 2021 Self-Aligned Video Deraining With Transmission-Depth Consistency CVPR 2021 Analogical Image Translation for Fog Generation AAAI 2021 Spectral Tensor Train Parameterization of Deep Learning Layers AISTATS 2021 Three Ways To Improve Semantic Segmentation With Self-Supervised Depth Estimation CVPR 2021 End-to-End Urban Driving by Imitating a Reinforcement Learning Coach ICCV 2021 Task Switching Network for Multi-Task Learning ICCV 2021 ACDC: The Adverse Conditions Dataset With Correspondences for Semantic Driving Scene Understanding ICCV 2021 Improving Point Cloud Semantic Segmentation by Learning 3D Object Detection WACV 2021 Semantic Object Prediction and Spatial Sound Super-Resolution with Binaural Sounds ECCV 2020 Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search ECCV 2020 Nighttime Defogging Using High-Low Frequency Decomposition and Grayscale-Color Networks ECCV 2020 Weakly Supervised 3D Object Detection from Lidar Point Cloud ECCV 2020 T-Basis: a Compact Representation for Neural Networks ICML 2020 Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation ICCV 2019 Domain Adaptive Faster R-CNN for Object Detection in the Wild CVPR 2018 Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding ECCV 2018 End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners ECCV 2018 Object Referring in Videos With Language and Human Gaze CVPR 2018 PathTrack: Fast Trajectory Annotation With Path Supervision ICCV 2017 Scale-Aware Alignment of Hierarchical Image Segmentation CVPR 2016 Fast Algorithms for Linear and Kernel SVM+ CVPR 2016 Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015 Joint Vanishing Point Extraction and Tracking CVPR 2015 The Synthesizability of Texture Examples CVPR 2014 Latent Dictionary Learning for Sparse Representation based Classification CVPR 2014 Example-Based Facade Texture Synthesis ICCV 2013 Ensemble Projection for Semi-supervised Image Classification ICCV 2013