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Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

2 July 2019

Konrad Schindler

Papers citing "Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer"

50 / 1,081 papers shown

Title
Enhancing Privacy in ControlNet and Stable Diffusion via Split Learning Dixi Yao 67 0 0 13 Sep 2024
SIG: A Synthetic Identity Generation Pipeline for Generating Evaluation Datasets for Face Recognition Kassi Nzalasse Rishav Raj Eli J. Laird Corey Clark 68 0 0 12 Sep 2024
Self-Evolving Depth-Supervised 3D Gaussian Splatting from Rendered Stereo Pairs Sadra Safadoust Fabio Tosi Fatma Guney Matteo Poggi 3DGS MDE 70 3 0 11 Sep 2024
StereoCrafter: Diffusion-based Generation of Long and High-fidelity Stereoscopic 3D from Monocular Videos Sijie Zhao Wenbo Hu Xiaodong Cun Yong Zhang Xiaoyu Li Zhe Kong Xiangjun Gao Muyao Niu Ying Shan VGen DiffM MDE 102 11 0 11 Sep 2024
Single-View 3D Reconstruction via SO(2)-Equivariant Gaussian Sculpting Networks Ruihan Xu Anthony Opipari J. Mah Stanley Lewis Haoran Zhang Hanzhe Guo Odest Chadwicke Jenkins 3DGS 122 0 0 11 Sep 2024
EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels Qingyao Tian Zhen Chen Huai Liao Xinyan Huang Lujie Li Sebastien Ourselin Hongbin Liu 229 3 0 09 Sep 2024
Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance Quang-Huy Che Duc-Tri Le Vinh-Tiep Nguyen D. Lam Vinh-Tiep Nguyen DiffM 255 1 0 09 Sep 2024
Introducing a Class-Aware Metric for Monocular Depth Estimation: An Automotive Perspective Tim Bader Leon Eisemann Adrian Pogorzelski Namrata Jangid Attila B. Kis 77 0 0 06 Sep 2024
Boosting Generalizability towards Zero-Shot Cross-Dataset Single-Image Indoor Depth by Meta-Initialization Cho-Ying Wu Yiqi Zhong Junying Wang Ulrich Neumann MDE 131 0 0 04 Sep 2024
Merging Multiple Datasets for Improved Appearance-Based Gaze Estimation Liang Wu Bertram E. Shi 71 1 0 02 Sep 2024
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More Kanghao Chen Guoqiang Liang Hangyu Li Yunfan Lu Lin Wang 3DV VGen 76 3 0 29 Aug 2024
Generic Objects as Pose Probes for Few-shot View Synthesis Zhirui Gao Renjiao Yi Chenyang Zhu Ke Zhuang Wei Chen K. Xu 171 2 0 29 Aug 2024
DEAR: Depth-Enhanced Action Recognition Sadegh Rahmaniboldaji Filip Rybansky Quoc Vuong Frank Guerin Andrew Gilbert 34 0 0 28 Aug 2024
Haptics-based, higher-order Sensory Substitution designed for Object Negotiation in Blindness and Low Vision: Virtual Whiskers Junchi Feng Giles Hamilton-Fletcher Todd E. Hudson Mahya Beheshti Maurizio Porfiri John-Ross Rizzo 38 0 0 26 Aug 2024
NimbleD: Enhancing Self-supervised Monocular Depth Estimation with Pseudo-labels and Large-scale Video Pre-training Albert Luginov Muhammad Shahzad SSL MDE 75 1 0 26 Aug 2024
InSpaceType: Dataset and Benchmark for Reconsidering Cross-Space Type Performance in Indoor Monocular Depth Cho-Ying Wu Quankai Gao Chin-Cheng Hsu Te-Lin Wu Jing-Wen Chen Ulrich Neumann MDE 106 0 0 25 Aug 2024
EasyControl: Transfer ControlNet to Video Diffusion for Controllable Generation and Interpolation Cong Wang Jiaxi Gu Panwen Hu Haoyu Zhao Yuanfan Guo J. N. Han Hang Xu Xiaodan Liang VGen DiffM 101 7 0 23 Aug 2024
Sapiens: Foundation for Human Vision Models Rawal Khirodkar Timur M. Bagautdinov Julieta Martinez Su Zhaoen Austin James Peter Selednik Stuart Anderson Shunsuke Saito VLM 149 82 0 22 Aug 2024
A Noncontact Technique for Wave Measurement Based on Thermal Stereography and Deep Learning Deyu Li L. Xiao Handi Wei Yan Li Binghua Zhang 74 0 0 20 Aug 2024
Learning Precise Affordances from Egocentric Videos for Robotic Manipulation Gen Li Nikolaos Tsagkas Jifei Song Ruaridh Mon-Williams S. Vijayakumar Kun Shao Laura Sevilla-Lara 88 9 0 19 Aug 2024
SHARP: Segmentation of Hands and Arms by Range using Pseudo-Depth for Enhanced Egocentric 3D Hand Pose Estimation and Action Recognition Wiktor Mucha Michael Wray M. Kampel 65 0 0 19 Aug 2024
RepControlNet: ControlNet Reparameterization Zhaoli Deng Kaibin Zhou Fanyi Wang Zhenpeng Mi DiffM 74 3 0 17 Aug 2024
DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency Xiaojing Zhong Xinyi Huang Xiaofeng Yang Guosheng Lin Qingyao Wu DiffM 77 4 0 14 Aug 2024
Towards Robust Monocular Depth Estimation in Non-Lambertian Surfaces Junrui Zhang Jiaqi Li Yachuan Huang Yiran Wang Jinghong Zheng Liao Shen Z. Cao MDE 96 3 0 12 Aug 2024
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation Daniele Rege Cambrin Isaac Corley Paolo Garza 68 4 0 08 Aug 2024
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios Sriram Mandalika Athira Nambiar 71 1 0 08 Aug 2024
Lesion Elevation Prediction from Skin Images Improves Diagnosis Kumar Abhishek Ghassan Hamarneh 41 0 0 05 Aug 2024
Improving Neural Surface Reconstruction with Feature Priors from Multi-View Image Xinlin Ren Chenjie Cao Yanwei Fu Xiangyang Xue 140 2 0 04 Aug 2024
FBINeRF: Feature-Based Integrated Recurrent Network for Pinhole and Fisheye Neural Radiance Fields Yifan Wu Tianyi Cheng Peixu Xin Janusz Konrad 64 0 0 03 Aug 2024
TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation Xingpeng Sun Yiran Zhang Xindi Tang Amrit Singh Bedi Aniket Bera 118 7 0 03 Aug 2024
High-Precision Self-Supervised Monocular Depth Estimation with Rich-Resource Prior Wencheng Han Jianbing Shen MDE 75 2 0 01 Aug 2024
LoopSparseGS: Loop Based Sparse-View Friendly Gaussian Splatting Zhe Huang Guibiao Liao Yongcai Wang Kanglin Liu Deying Li Lei Wang 3DGS 111 5 0 01 Aug 2024
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning Norman Di Palo Leonard Hasenclever Jan Humplik Arunkumar Byravan 74 3 0 30 Jul 2024
Revisit Self-supervised Depth Estimation with Local Structure-from-Motion Shengjie Zhu Xiaoming Liu MDE 100 1 0 27 Jul 2024
Floating No More: Object-Ground Reconstruction from a Single Image Yunze Man Yichen Sheng Jianming Zhang Liangyan Gui Yu-Xiong Wang 87 2 0 26 Jul 2024
HybridDepth: Robust Depth Fusion for Mobile AR by Leveraging Depth from Focus and Single-Image Priors Ashkan Ganj Hang Su Tian Guo MDE 64 0 0 26 Jul 2024
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation Xiang Zhang Bingxin Ke Hayko Riemenschneider Nando Metzger Anton Obukhov Markus H. Gross Konrad Schindler Christopher Schroers DiffM MDE 100 8 0 25 Jul 2024
Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi DiffM MQ MDE 94 13 0 23 Jul 2024
HoloDreamer: Holistic 3D Panoramic World Generation from Text Descriptions Haiyang Zhou Xinhua Cheng Wangbo Yu Yonghong Tian Li-ming Yuan 3DGS DiffM 112 11 0 21 Jul 2024
GroundUp: Rapid Sketch-Based 3D City Massing Gizem Esra Unlu Mohamed Sayed Yulia Gryaditskaya Gabriel J. Brostow 94 1 0 17 Jul 2024
UrbanWorld: An Urban World Model for 3D City Generation Yu Shang Jiansheng Chen Hangyu Fan Jingtao Ding J. Feng Yong Li 109 9 0 16 Jul 2024
DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition Amr Ghoneim Jiju Poovvancheri Yasushi Akiyama Dong Chen GAN 73 0 0 16 Jul 2024
Monocular Occupancy Prediction for Scalable Indoor Scenes Hongxiao Yu Yu-Quan Wang Yuntao Chen Zhaoxiang Zhang 108 6 0 16 Jul 2024
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation Yuanhao Zhai Kevin Qinghong Lin Linjie Li Chung-Ching Lin Jianfeng Wang Zhengyuan Yang David Doermann Junsong Yuan Zicheng Liu Lijuan Wang DiffM VGen 88 6 0 15 Jul 2024
ConTEXTure: Consistent Multiview Images to Texture Jaehoon Ahn Sumin Cho Harim Jung Kibeom Hong Seonghoon Ban Moon-Ryul Jung 111 0 0 15 Jul 2024
Live2Diff: Live Stream Translation via Uni-directional Attention in Video Diffusion Models Zhening Xing Gereon Fox Yanhong Zeng Xingang Pan Mohamed A. Elgharib Christian Theobalt Kai Chen VGen 89 4 0 11 Jul 2024
Still-Moving: Customized Video Generation without Customized Video Data Hila Chefer Shiran Zada Roni Paiss Ariel Ephrat Omer Tov Michael Rubinstein Lior Wolf Tali Dekel T. Michaeli Inbar Mosseri DiffM VGen 94 25 0 11 Jul 2024
SRPose: Two-view Relative Pose Estimation with Sparse Keypoints Rui Yin Yulun Zhang Zherong Pan Jianjun Zhu Cheng Wang Biao Jia 71 2 0 11 Jul 2024
ScaleDepth: Decomposing Metric Depth Estimation into Scale Prediction and Relative Depth Estimation Ruijie Zhu Chuxin Wang Ziyang Song Li Liu Tianzhu Zhang Yongdong Zhang MDE 79 7 0 11 Jul 2024
Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation Chenhao Li Trung Thanh Ngo Hajime Nagahara 97 0 0 11 Jul 2024