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 / 1,054 papers shown

Title
Exploiting Diffusion Prior for Generalizable Dense Prediction Hsin-Ying Lee Hung-Yu Tseng Hsin-Ying Lee Ming-Hsuan Yang DiffM MDE 42 18 0 30 Nov 2023
ZeST-NeRF: Using temporal aggregation for Zero-Shot Temporal NeRFs Violeta Menéndez González Andrew Gilbert Graeme Phillipson Stephen Jolly Simon Hadfield 30 0 0 30 Nov 2023
HandRefiner: Refining Malformed Hands in Generated Images by Diffusion-based Conditional Inpainting Wenquan Lu Yufei Xu Jing Zhang Chaoyue Wang Dacheng Tao DiffM 60 26 0 29 Nov 2023
HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting Xian Liu Xiaohang Zhan Jiaxiang Tang Ying Shan Gang Zeng Dahua Lin Xihui Liu Ziwei Liu 3DGS 40 72 0 28 Nov 2023
SparseCtrl: Adding Sparse Controls to Text-to-Video Diffusion Models Yuwei Guo Ceyuan Yang Anyi Rao Maneesh Agrawala Dahua Lin Bo Dai DiffM VGen 28 115 0 28 Nov 2023
RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D Lingteng Qiu Guanying Chen Xiaodong Gu Qi Zuo Mutian Xu Yushuang Wu Weihao Yuan Zilong Dong Liefeng Bo Xiaoguang Han 38 113 0 28 Nov 2023
Neural Style Transfer for Computer Games E. Ioannou Steve Maddock 21 2 0 24 Nov 2023
MonoNav: MAV Navigation via Monocular Depth Estimation and Reconstruction Nathaniel Simon Anirudha Majumdar 39 2 0 23 Nov 2023
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space Katja Schwarz Seung Wook Kim Jun Gao Sanja Fidler Andreas Geiger Karsten Kreis 39 6 0 22 Nov 2023
Intrinsic Image Decomposition via Ordinal Shading Chris Careaga Yagiz Aksoy 31 26 0 21 Nov 2023
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge Bowen Jiang Zhijun Zhuang Shreyas S. Shivakumar Camillo J Taylor 44 7 0 21 Nov 2023
SOccDPT: Semi-Supervised 3D Semantic Occupancy from Dense Prediction Transformers trained under memory constraints Aditya Nalgunda Ganesh ViT 21 1 0 19 Nov 2023
MoVideo: Motion-Aware Video Generation with Diffusion Models Christos Sakaridis Yuchen Fan Kai Zhang Radu Timofte Luc Van Gool Rakesh Ranjan DiffM VGen 41 10 0 19 Nov 2023
Match and Locate: low-frequency monocular odometry based on deep feature matching S. Konev Yuriy Biktairov 16 0 0 16 Nov 2023
MetaDreamer: Efficient Text-to-3D Creation With Disentangling Geometry and Texture Lincong Feng Muyu Wang Maoyu Wang Kuo Xu Xiaoli Liu 25 3 0 16 Nov 2023
CD-COCO: A Versatile Complex Distorted COCO Database for Scene-Context-Aware Computer Vision Ayman Beghdadi Azeddine Beghdadi Malik Mallem Lotfi Beji F. A. Cheikh 26 2 0 12 Nov 2023
GOAT: GO to Any Thing Matthew Chang Théophile Gervet Mukul Khanna Sriram Yenamandra Dhruv Shah ... Saurabh Gupta Dhruv Batra Roozbeh Mottaghi Jitendra Malik Devendra Singh Chaplot 38 66 0 10 Nov 2023
Analyzing Modular Approaches for Visual Question Decomposition Apoorv Khandelwal Ellie Pavlick Chen Sun 45 4 0 10 Nov 2023
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 39 14 0 09 Nov 2023
ConRad: Image Constrained Radiance Fields for 3D Generation from a Single Image Senthil Purushwalkam Nikhil Naik 32 5 0 09 Nov 2023
DAMEX: Dataset-aware Mixture-of-Experts for visual understanding of mixture-of-datasets Yash Jain Harkirat Singh Behl Z. Kira Vibhav Vineet 25 12 0 08 Nov 2023
GLaMM: Pixel Grounding Large Multimodal Model H. Rasheed Muhammad Maaz Sahal Shaji Mullappilly Abdelrahman M. Shaker Salman Khan Hisham Cholakkal Rao M. Anwer Erix Xing Ming-Hsuan Yang Fahad S. Khan MLLM VLM 52 207 0 06 Nov 2023
Get the Ball Rolling: Alerting Autonomous Robots When to Help to Close the Healthcare Loop Jiaxin Shen Yanyao Liu Ziming Wang Ziyuan Jiao Yufeng Chen Wenjuan Han 28 0 0 05 Nov 2023
From Chaos to Calibration: A Geometric Mutual Information Approach to Target-Free Camera LiDAR Extrinsic Calibration Jack Borer Jeremy Tschirner Florian Ölsner Stefan Milz 29 3 0 03 Nov 2023
Bridging the Gap between Multi-focus and Multi-modal: A Focused Integration Framework for Multi-modal Image Fusion Xilai Li Xiaosong Li Tao Ye Xiaoqi Cheng Wuyang Liu Haishu Tan 35 5 0 03 Nov 2023
Enhancing Monocular Height Estimation from Aerial Images with Street-view Images Xiaomou Hou Wanshui Gan Naoto Yokoya MDE 40 1 0 03 Nov 2023
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks Micah Goldblum Hossein Souri Renkun Ni Manli Shu Viraj Prabhu ... Adrien Bardes Judy Hoffman Ramalingam Chellappa Andrew Gordon Wilson Tom Goldstein VLM 83 62 0 30 Oct 2023
DynPoint: Dynamic Neural Point For View Synthesis Kaichen Zhou Jia-Xing Zhong Sangyun Shin Kai Lu Yiyuan Yang Andrew Markham A. Trigoni 21 18 0 29 Oct 2023
ZeroNVS: Zero-Shot 360-Degree View Synthesis from a Single Image Kyle Sargent Zizhang Li Tanmay Shah Charles Herrmann Hong-Xing Yu ... Eric Ryan Chan Dmitry Lagun Fei-Fei Li Deqing Sun Jiajun Wu DiffM VGen 38 40 0 27 Oct 2023
PERF: Panoramic Neural Radiance Field from a Single Panorama Guangcong Wang Peng Wang Zhaoxi Chen Wenping Wang Chen Change Loy Ziwei Liu MDE 25 31 0 25 Oct 2023
Towards Explainability in Monocular Depth Estimation Vasileios Arampatzakis George Pavlidis Kyriakos Pantoglou N. Mitianoudis Nikos Papamarkos MDE 17 1 0 25 Oct 2023
Cross-view Self-localization from Synthesized Scene-graphs Ryo Yamamoto Kanji Tanaka 43 0 0 24 Oct 2023
G2-MonoDepth: A General Framework of Generalized Depth Inference from Monocular RGB+X Data Haotian Wang Meng Yang Nanning Zheng VLM MDE 37 8 0 24 Oct 2023
RoboDepth: Robust Out-of-Distribution Depth Estimation under Corruptions Lingdong Kong Shaoyuan Xie Hanjiang Hu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi OODD 33 30 0 23 Oct 2023
Mobile AR Depth Estimation: Challenges & Prospects -- Extended Version Ashkan Ganj Yiqin Zhao Hang Su Tian Guo MDE 23 1 0 22 Oct 2023
CLIP meets Model Zoo Experts: Pseudo-Supervision for Visual Enhancement Mohammadreza Salehi Mehrdad Farajtabar Maxwell Horton Fartash Faghri Hadi Pouransari Raviteja Vemulapalli Oncel Tuzel Ali Farhadi Mohammad Rastegari Sachin Mehta CLIP VLM 53 1 0 21 Oct 2023
FSD: Fast Self-Supervised Single RGB-D to Categorical 3D Objects Mayank Lunayach Sergey Zakharov Dian Chen Rares Ambrus Z. Kira Muhammad Zubair Irshad 3DPC 35 13 0 19 Oct 2023
RGM: A Robust Generalizable Matching Model Songyan Zhang Xinyu Sun Hao Chen Bo Li Chunhua Shen 23 0 0 18 Oct 2023
FocDepthFormer: Transformer with LSTM for Depth Estimation from Focus Xueyang Kang Fengze Han A. Fayjie Dong Gong MDE ViT 26 0 0 17 Oct 2023
A Survey on Video Diffusion Models Zhen Xing Qijun Feng Haoran Chen Qi Dai Hang-Rui Hu Hang Xu Zuxuan Wu Yu-Gang Jiang EGVM VGen 62 119 0 16 Oct 2023
DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing Jia-Wei Liu Yan-Pei Cao Jay Zhangjie Wu Weijia Mao Yuchao Gu Rui Zhao Jussi Keppo Ying Shan Mike Zheng Shou VGen DiffM 47 15 0 16 Oct 2023
AugUndo: Scaling Up Augmentations for Unsupervised Depth Completion Yangchao Wu Tian Yu Liu Hyoungseob Park Stefano Soatto Dong Lao Alex Wong 45 11 0 15 Oct 2023
Pseudo-Generalized Dynamic View Synthesis from a Video Xiaoming Zhao Alex Colburn Fangchang Ma Miguel Angel Bautista J. Susskind Alex Schwing 56 11 0 12 Oct 2023
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion Xian Liu Jian Ren Aliaksandr Siarohin Ivan Skorokhodov Yanyu Li Dahua Lin Xihui Liu Ziwei Liu Sergey Tulyakov 32 57 0 12 Oct 2023
EC-Depth: Exploring the consistency of self-supervised monocular depth estimation in challenging scenes Ziyang Song Ruijie Zhu Chuxin Wang Jiacheng Deng Jianfeng He Tianzhu Zhang MDE 32 0 0 12 Oct 2023
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation Muhammad Osama Khan Junbang Liang Chun-Kai Wang Shan Yang Yu Lou MDE 49 4 0 06 Oct 2023
3D-Aware Hypothesis & Verification for Generalizable Relative Object Pose Estimation Chen Zhao Tong Zhang Mathieu Salzmann 3DH 35 9 0 05 Oct 2023
Efficient-3DiM: Learning a Generalizable Single-image Novel-view Synthesizer in One Day Yi Ding Hao Tang Jen-Hao Rick Chang Liangchen Song Zhangyang Wang Liangliang Cao DiffM 43 10 0 04 Oct 2023
DREAM: Visual Decoding from Reversing Human Visual System Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 32 33 0 03 Oct 2023
Skin the sheep not only once: Reusing Various Depth Datasets to Drive the Learning of Optical Flow Sheng-Chi Huang Wei-Chen Chiu 34 0 0 03 Oct 2023