MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation

MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation

17 January 2025

Risheek Garrepalli

Papers citing "MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation"

18 / 18 papers shown

Title
GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors Tian-Xing Xu Xiangjun Gao Wenbo Hu Xiaoyu Li Song-Hai Zhang Ying Shan VGen MDE 56 1 0 01 Apr 2025
H3O: Hyper-Efficient 3D Occupancy Prediction with Heterogeneous Supervision Y. Shi H. Cai Amin Ansari Fatih Porikli 38 0 0 06 Mar 2025
SVDC: Consistent Direct Time-of-Flight Video Depth Completion with Frequency Selective Fusion Xuan Zhu Jijun Xiang Xianqi Wang Longliang Liu Y. Wang H. Zhang Fei Guo Xin-She Yang 55 1 0 03 Mar 2025
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos Sili Chen Hengkai Guo Shengnan Zhu Feihu Zhang Zilong Huang Jiashi Feng Bingyi Kang VLM AuLLM MDE 61 10 0 21 Jan 2025
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation R. Yasarla Manish Kumar Singh Hong Cai Yunxiao Shi Jisoo Jeong Yinhao Zhu Shizhong Han Risheek Garrepalli Fatih Porikli MDE 80 5 0 17 Jan 2025
Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Jiahao Lu Tianyu Huang Peng Li Zhiyang Dou Cheng Lin Zhiming Cui Z. Dong Sai-Kit Yeung Wenping Wang Yuan-Bin Liu VGen MDE 95 7 0 04 Dec 2024
STATIC : Surface Temporal Affine for TIme Consistency in Video Monocular Depth Estimation Sunghun Yang Minhyeok Lee Suhwan Cho Jungho Lee Sangyoun Lee MDE 76 0 0 02 Dec 2024
FiffDepth: Feed-forward Transformation of Diffusion-Based Generators for Detailed Depth Estimation Yunpeng Bai Qixing Huang DiffM 88 0 0 01 Dec 2024
SciFlow: Empowering Lightweight Optical Flow Models with Self-Cleaning Iterations J. Lin Jisoo Jeong Hong Cai Risheek Garrepalli Kai Wang Fatih Porikli 29 0 0 11 Apr 2024
DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions Yunxiao Shi Manish Kumar Singh Hong Cai Fatih Porikli ViT 3DPC 24 3 0 18 Mar 2024
Harnessing Diffusion Models for Visual Perception with Meta Prompts Qiang Wan Zilong Huang Bingyi Kang Jiashi Feng Li Zhang MDE VLM 11 15 0 22 Dec 2023
EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation Y. Shi H. Cai Amin Ansari Fatih Porikli MDE 78 16 0 06 Apr 2023
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling Jisoo Jeong H. Cai Risheek Garrepalli Fatih Porikli 52 10 0 24 Mar 2023
Oracle Analysis of Representations for Deep Open Set Detection Risheek Garrepalli AAML 51 5 0 22 Sep 2022
Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion Ashutosh Agarwal Chetan Arora MDE ViT 66 36 0 10 Jul 2022
Revealing the Dark Secrets of Masked Image Modeling Zhenda Xie Zigang Geng Jingcheng Hu Zheng-Wei Zhang Han Hu Yue Cao VLM 186 105 0 26 May 2022
Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation Patrick Ruhkamp Daoyi Gao Hanzhi Chen Nassir Navab Benjamin Busam ViT MDE 69 36 0 15 Oct 2021
Deep Ordinal Regression Network for Monocular Depth Estimation Huan Fu Mingming Gong Chaohui Wang Kayhan Batmanghelich Dacheng Tao MDE 180 1,687 0 06 Jun 2018