Improving Video Instance Segmentation by Light-weight Temporal
Uncertainty Estimates

Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates

14 December 2020

Matthias Rottmann

Hanno Gottschalk

Papers citing "Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates"

13 / 13 papers shown

Title
Efficient Contrastive Decoding with Probabilistic Hallucination Detection - Mitigating Hallucinations in Large Vision Language Models - Laura Fieback Nishilkumar Balar Jakob Spiegelberg Hanno Gottschalk MLLM VLM 78 0 0 16 Apr 2025
Uncertainty and Prediction Quality Estimation for Semantic Segmentation via Graph Neural Networks Edgar Heinert Stephan Tilgner Timo Palm Matthias Rottmann UQCV 36 0 0 17 Sep 2024
UVIS: Unsupervised Video Instance Segmentation Shuaiyi Huang Saksham Suri Kamal Gupta Sai Saketh Rambhatla Ser-Nam Lim Abhinav Shrivastava VLM 29 3 0 11 Jun 2024
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification Laura Fieback Jakob Spiegelberg Hanno Gottschalk MLLM 57 5 0 29 May 2024
What is Point Supervision Worth in Video Instance Segmentation? Shuaiyi Huang De-An Huang Zhiding Yu Shiyi Lan Subhashree Radhakrishnan Jose M. Alvarez Abhinav Shrivastava A. Anandkumar VOS 27 3 0 01 Apr 2024
Pixel-wise Gradient Uncertainty for Convolutional Neural Networks applied to Out-of-Distribution Segmentation Kira Maag Tobias Riedlinger UQCV 32 7 0 13 Mar 2023
Two Video Data Sets for Tracking and Retrieval of Out of Distribution Objects Kira Maag Robin Shing Moon Chan Svenja Uhlemeyer K. Kowol Hanno Gottschalk 30 19 0 05 Oct 2022
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth Estimation Kira Maag Matthias Rottmann 23 3 0 07 Jul 2022
Probabilistic Representations for Video Contrastive Learning Jungin Park Jiyoung Lee Ig-Jae Kim K. Sohn SSL 23 43 0 08 Apr 2022
Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors Tobias Riedlinger Matthias Rottmann Marius Schubert Hanno Gottschalk BDL UQCV 8 12 0 09 Jul 2021
False Negative Reduction in Video Instance Segmentation using Uncertainty Estimates Kira Maag UQCV 15 6 0 28 Jun 2021
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 247 854 0 27 Sep 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 282 9,136 0 06 Jun 2015