DD
Dengxin Dai
cs.CVcs.LGcs.ROcs.AIcs.CLcs.HCcs.MMcs.SDeess.ASeess.IV
On Valency
published · living versionsW_z262g3ck·v1 · currentpublished
Preprints & journals
108 papers in the corpus · 2012–2026Marigold V2: Revisiting Diffusion Transformers for Monocular Depth Estimation2609.08084v1 · Igor Pavlovic, Thiemo Wandel, Anton Obukhov et al.2026 · 0 citationsarXiv
ContextFlow: In-Context Flow Matching for Robot Manipulation2609.06852v1 · Jian Ding, Xianjie Dai, Roei Herzig et al.2026 · 0 citationsarXiv
OpenWatch: A Multimodal Benchmark for Hand Gesture Recognition on Smartwatches2605.04791v2 · Pietro Bonazzi, Youssef Ahmed, Daniel Eckert et al.2026 · 0 citationsarXiv
ACDC: the Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception.41237037 · Sakaridis, Christos, Wang, Haoran, Li, Ke et al.2025 · 7 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
Reflection Removal through Efficient Adaptation of Diffusion Transformers2512.05000v1 · Daniyar Zakarin, Thiemo Wandel, Anton Obukhov et al.2025 · 0 citationsarXiv
Test-Time Training for Hyperspectral Image Super-Resolution.39312438 · Li, Ke, Van Gool, Luc, Dai, Dengxin2025 · 5 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(9):7231-7242
ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving2507.01735v1 · Kai Chen, Ruiyuan Gao, Lanqing Hong et al.2025 · 0 citationsarXiv
GaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Rendering2506.23957v2 · Zinuo You, Stamatios Georgoulis, Anpei Chen et al.2025 · 4 citationsarXiv
RealDriveSim: A Realistic Multi-Modal Multi-Task Synthetic Dataset for Autonomous Driving2506.16319v1 · Arpit Jadon, Haoran Wang, Phillip Thomas et al.2025 · 3 citationsarXiv
Beyond Calibration: Physically Informed Learning for Raw-to-Raw Mapping2506.08650v2 · Peter Gronquist, Stepan Tulyakov, Dengxin Dai2025 · 0 citationsarXiv
Keyframe-Centric State-Space Modeling for Burst Image Super-Resolution2503.19634v2 · Ozan Unal, Steven Marty, Dengxin Dai2025 · 0 citationsarXiv
LW2G: Learning Whether to Grow for Prompt-based Continual Learning2409.18860v2 · Qian Feng, Da-wei Zhou, Hanbin Zhao et al.2024 · 0 citationsarXiv
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation2408.16478v1 · Linyan Yang, Lukas Hoyer, Mark Weber et al.2024 · 11 citationsarXiv
MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention Querying.38215322 · Shi, Shaoshuai, Jiang, Li, Dai, Dengxin et al.2024 · 186 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(5):3955-3971
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities2401.08045v1 · Xu Yan, Haiming Zhang, Yingjie Cai et al.2024 · 6 citationsarXiv
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation.37768795 · Hoyer, Lukas, Dai, Dengxin, Van Gool, Luc2023 · 45 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(1):220-235
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation2311.15605v1 · Ozan Unal, Dengxin Dai, Lukas Hoyer et al.2023 · 10 citationsarXiv
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning2311.10572v1 · Yue Fan, Anna Kukleva, Dengxin Dai et al.2023 · 14 citationsarXiv
Object-centric Cross-modal Feature Distillation for Event-based Object Detection2311.05494v1 · Lei Li, Alexander Liniger, Mario Millhaeusler et al.2023 · 12 citationsarXiv
U-BEV: Height-aware Bird's-Eye-View Segmentation and Neural Map-based Relocalization2310.13766v3 · Andrea Boscolo Camiletto, Alfredo Bochicchio, Alexander Liniger et al.2023 · 15 citationsarXiv
Discwise Active Learning for LiDAR Semantic Segmentation2309.13276v1 · Ozan Unal, Dengxin Dai, Ali Tamer Unal et al.2023 · 6 citationsarXiv
LiDAR Meta Depth Completion2307.12761v2 · Wolfgang Boettcher, Lukas Hoyer, Ozan Unal et al.2023 · 2 citationsarXiv
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation2305.13031v1 · Jian Ding, Nan Xue, Gui-Song Xia et al.2023 · 60 citationsarXiv
FreePoint: Unsupervised Point Cloud Instance Segmentation2305.06973v2 · Zhikai Zhang, Jian Ding, Li Jiang et al.2023 · 14 citationsarXiv
Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding2305.05026v1 · Li Jiang, Zetong Yang, Shaoshuai Shi et al.2023 · 13 citationsarXiv
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation2304.14291v2 · Suman Saha, Lukas Hoyer, Anton Obukhov et al.2023 · 20 citationsarXiv
Federated Incremental Semantic Segmentation2304.04620v1 · Jiahua Dong, Duzhen Zhang, Yang Cong et al.2023 · 59 citationsarXiv
TrafficBots: Towards World Models for Autonomous Driving Simulation and Motion Prediction2303.04116v2 · Zhejun Zhang, Alexander Liniger, Dengxin Dai et al.2023 · 39 citationsarXiv
Benchmarking the Robustness of LiDAR Semantic Segmentation Models2301.00970v3 · Xu Yan, Chaoda Zheng, Ying Xue et al.2023 · 32 citationsarXiv
Simulating Road Spray Effects in Automotive Lidar Sensor Models2212.08558v1 · Clemens Linnhoff, Dominik Scheuble, Mario Bijelic et al.2022 · 3 citationsarXiv
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers2212.07292v1 · Rui Gong, Qin Wang, Dengxin Dai et al.2022 · 2 citationsarXiv
Binaural SoundNet: Predicting Semantics, Depth and Motion With Binaural Sounds.35239475 · Dai, Dengxin, Vasudevan, Arun Balajee, Matas, Jiri et al.2023 · 10 citationsIEEE transactions on pattern analysis and machine intelligence. 2023;45(1):123-136
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation2212.01322v2 · Lukas Hoyer, Dengxin Dai, Haoran Wang et al.2022 · 376 citationsarXiv
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts2211.04393v2 · Qi Fan, Mattia Segu, Yu-Wing Tai et al.2022 · 8 citationsarXiv
Motion Transformer with Global Intention Localization and Local Movement Refinement2209.13508v2 · Shaoshuai Shi, Li Jiang, Dengxin Dai et al.2022 · 194 citationsarXiv
MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge -- Motion Prediction2209.10033v1 · Shaoshuai Shi, Li Jiang, Dengxin Dai et al.2022 · 11 citationsarXiv
Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes2208.08621v1 · Yu-Huan Wu, Da Zhang, Le Zhang et al.2022 · 1 citationarXiv
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection2206.15157v3 · Tim Broedermann, Christos Sakaridis, Dengxin Dai et al.2022 · 48 citationsarXiv
Multi-Task Learning for Dense Prediction Tasks: A Survey.33497328 · Vandenhende, Simon, Georgoulis, Stamatios, Van Gansbeke, Wouter et al.2022 · 846 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(7):3614-3633
Deep Gradient Learning for Efficient Camouflaged Object Detection2205.12853v2 · Ge-Peng Ji, Deng-Ping Fan, Yu-Cheng Chou et al.2022 · 291 citationsMachine Intelligence Research. 20, 92-108 (2023)
Bi-level Alignment for Cross-Domain Crowd Counting2205.05844v1 · Shenjian Gong, Shanshan Zhang, Jian Yang et al.2022 · 45 citationsarXiv
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation.33338013 · Sakaridis, Christos, Dai, Dengxin, Van Gool, Luc2022 · 199 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(6):3139-3153
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation2204.13132v2 · Lukas Hoyer, Dengxin Dai, Luc Van Gool2022 · 305 citationsarXiv
LiDAR Snowfall Simulation for Robust 3D Object Detection2203.15118v2 · Martin Hahner, Christos Sakaridis, Mario Bijelic et al.2022 · 168 citationsarXiv
Continual Test-Time Domain Adaptation2203.13591v1 · Qin Wang, Olga Fink, Luc Van Gool et al.2022 · 518 citationsarXiv
Scribble-Supervised LiDAR Semantic Segmentation2203.08537v2 · Ozan Unal, Dengxin Dai, Luc Van Gool2022 · 92 citationsarXiv
Pix2NeRF: Unsupervised Conditional -GAN for Single Image to Neural Radiance Fields Translation2202.13162v1 · Shengqu Cai, Anton Obukhov, Dengxin Dai et al.2022 · 80 citationsarXiv
Adiabatic Quantum Computing for Multi Object Tracking2202.08837v1 · Jan-Nico Zaech, Alexander Liniger, Martin Danelljan et al.2022 · 30 citationsarXiv
End-To-End Optimization of LiDAR Beam Configuration for 3D Object Detection and Localization2201.03860v2 · Niclas Vodisch, Ozan Unal, Ke Li et al.2022 · 21 citationsIEEE Robotics and Automation Letters, vol. 7, no. 2, pp. 2242-2249, April 2022
Sound and Visual Representation Learning with Multiple Pretraining Tasks2201.01046v1 · Arun Balajee Vasudevan, Dengxin Dai, Luc Van Gool2022 · 4 citationsarXiv
Career total: 194 works. 108 are in this corpus.Showing the 50 most recent.
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