X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task
Distillation

X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation

24 October 2021

Shubhankar Borse

Fatih Porikli

Papers citing "X-Distill: Improving Self-Supervised Monocular Depth via Cross-Task Distillation"

14 / 14 papers shown

Title
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation R. Yasarla H. Cai Jisoo Jeong Y. Shi Risheek Garrepalli Fatih Porikli MDE 60 16 0 17 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
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
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
Self-supervised Hypergraphs for Learning Multiple World Interpretations Alina Marcu Mihai Cristian Pîrvu Dragos Costea Emanuela Haller E. Slusanschi A. Belbachir Rahul Sukthankar Marius Leordeanu SSL 16 4 0 15 Aug 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
X $^3$ KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection Marvin Klingner Shubhankar Borse V. Kumar B. Rezaei V. Narayanan S. Yogamani Fatih Porikli 29 21 0 03 Mar 2023
DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction Shubhankar Borse Debasmit Das Hyojin Park H. Cai Risheek Garrepalli Fatih Porikli 23 9 0 02 Mar 2023
ROIFormer: Semantic-Aware Region of Interest Transformer for Efficient Self-Supervised Monocular Depth Estimation Daitao Xing Jinglin Shen C. Ho Anthony Tzes ViT MDE 14 4 0 12 Dec 2022
Panoptic, Instance and Semantic Relations: A Relational Context Encoder to Enhance Panoptic Segmentation Shubhankar Borse Hyojin Park H. Cai Debasmit Das Risheek Garrepalli Fatih Porikli ISeg 25 13 0 11 Apr 2022
SUB-Depth: Self-distillation and Uncertainty Boosting Self-supervised Monocular Depth Estimation Hang Zhou Sarah Taylor David Greenwood Michal Mackiewicz UQCV MDE 19 10 0 18 Nov 2021
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces Bert Moons Parham Noorzad Andrii Skliar G. Mariani Dushyant Mehta Chris Lott Tijmen Blankevoort 137 43 0 16 Dec 2020
DiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos Hualie Jiang Laiyan Ding Zhenglong Sun Rui Huang MDE 96 20 0 03 Mar 2020