AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation

24 October 2021

Shubhankar Borse

Fatih Porikli

Papers citing "AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation"

24 / 24 papers shown

Title
Towards Open-Vocabulary Video Semantic Segmentation Xiaomeng Li Yun Liu Guolei Sun Min Wu Le Zhang Ce Zhu VLM VOS 92 1 0 12 Dec 2024
HSDA: High-frequency Shuffle Data Augmentation for Bird's-Eye-View Map Segmentation Calvin Glisson Qiuxiao Chen 74 0 0 09 Dec 2024
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models Ce Zhang Simon Stepputtis Katia P. Sycara Yaqi Xie VLM 35 5 0 16 Oct 2024
HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation Tianpei Zou Sanqing Qu Zhijun Li Alois C. Knoll Lianghua He Guang Chen Changjun Jiang 3DPC 36 1 0 17 Jul 2024
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion Angel Villar-Corrales Moritz Austermann Sven Behnke VOS 41 0 0 30 May 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Shurui Gui Xiner Li Shuiwang Ji TTA 61 11 0 07 Apr 2024
Test-time Adaptation Meets Image Enhancement: Improving Accuracy via Uncertainty-aware Logit Switching Shohei Enomoto Naoya Hasegawa Kazuki Adachi Taku Sasaki Shinýa Yamaguchi Satoshi Suzuki Takeharu Eda OOD UQCV 34 2 0 26 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 41 0 0 05 Mar 2024
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual Corruptions Maytus Piriyajitakonkij Mingfei Sun Mengmi Zhang Wei Pan ViT 63 0 0 04 Mar 2024
DARTH: Holistic Test-time Adaptation for Multiple Object Tracking Mattia Segu Bernt Schiele Fisher Yu TTA 24 13 0 03 Oct 2023
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation Zhaochong An Guolei Sun Zongwei Wu Hao Tang Luc Van Gool VOS 32 4 0 14 Sep 2023
GeoAdapt: Self-Supervised Test-Time Adaptation in LiDAR Place Recognition Using Geometric Priors Joshua Knights Stephen Hausler Sridha Sridharan Clinton Fookes Peyman Moghadam 21 10 0 09 Aug 2023
Test-Time Adaptation for Nighttime Color-Thermal Semantic Segmentation Yexin Liu Weiming Zhang Guoyang Zhao Jinjing Zhu Athanasios V. Vasilakos Lin Wang TTA 18 3 0 10 Jul 2023
Robust Test-Time Adaptation in Dynamic Scenarios Longhui Yuan Binhui Xie Shuangliang Li TTA 29 112 0 24 Mar 2023
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction Senqiao Yang Jiarui Wu Jiaming Liu Xiaoqi Li Qizhe Zhang Mingjie Pan Yulu Gan Zehui Chen Shanghang Zhang MDE VLM 37 18 0 17 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 42 21 0 03 Mar 2023
EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization Jun S. Song Jungsoo Lee In So Kweon Sungha Choi TTA 36 83 0 03 Mar 2023
DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction Shubhankar Borse Debasmit Das Hyojin Park H. Cai Risheek Garrepalli Fatih Porikli 40 9 0 02 Mar 2023
TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation Debasmit Das Shubhankar Borse Hyojin Park K. Azarian H. Cai Risheek Garrepalli Fatih Porikli ViT TTA 37 6 0 24 Feb 2023
X-Align: Cross-Modal Cross-View Alignment for Bird's-Eye-View Segmentation Shubhankar Borse Marvin Klingner V. Kumar H. Cai Abdulaziz Almuzairee S. Yogamani Fatih Porikli 40 39 0 13 Oct 2022
Improving Test-Time Adaptation via Shift-agnostic Weight Regularization and Nearest Source Prototypes Sungha Choi Seunghan Yang Seokeon Choi Sungrack Yun TTA OOD 27 64 0 24 Jul 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 33 13 0 11 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 30 32 0 07 Apr 2022
Temporal Memory Attention for Video Semantic Segmentation Hao Wang Weining Wang Jing Liu VOS 31 66 0 17 Feb 2021