← Authors

Dengxin Dai

60 papers · 2013–2024 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (92) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8) πŸƒ Academic Marathon (11) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (29) 🀝 Dynamic Duo (44) πŸ† Grand Slam πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (211) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (12) πŸ’Ž Century Club (60) ⚑ Prolific Year (16)

Conferences

CVPR (29) ICCV (12) ECCV (10) WACV (4) AAAI (1) AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Luc Van Gool (44) Bernt Schiele (9) Lukas Hoyer (8) Christos Sakaridis (6) Yuhua Chen (6) Wen Li (6) Rui Gong (5) Anton Obukhov (4) Danda Pani Paudel (4) Fisher Yu (4)

Keywords

semantic segmentation (16) domain adaptation (15) point cloud (6) self-supervised learning (5) multi-task learning (4) semi-supervised learning (4) autonomous driving (4) unsupervised learning (4) adverse weather (3) representation learning (3) pseudo labeling (3) 3d object detection (3) depth estimation (3) knowledge distillation (3) object detection (3) unsupervised domain adaptation (3) catastrophic forgetting (2) continual learning (2) feature alignment (2) contrastive learning (2)

Papers

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