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TALISMAN: Targeted Active Learning for Object Detection with Rare
  Classes and Slices using Submodular Mutual Information

TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information

30 November 2021
Suraj Kothawade
Saikat Ghosh
Sumit Shekhar
Yu Xiang
Rishabh K. Iyer
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Papers citing "TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information"

5 / 5 papers shown
Title
SELECT: A Submodular Approach for Active LiDAR Semantic Segmentation
SELECT: A Submodular Approach for Active LiDAR Semantic Segmentation
Ruiyu Mao
Sarthak Kumar Maharana
Xulong Tang
Yunhui Guo
3DPC
24
0
0
06 May 2025
Theoretical Analysis of Submodular Information Measures for Targeted
  Data Subset Selection
Theoretical Analysis of Submodular Information Measures for Targeted Data Subset Selection
Nathan Beck
Truong Pham
Rishabh K. Iyer
27
1
0
21 Feb 2024
Two-Step Active Learning for Instance Segmentation with Uncertainty and
  Diversity Sampling
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling
Ke Yu
Yuanmin Tang
Giulia DeSalvo
Suraj Kothawade
Abdullah Rashwan
S. Tavakkol
Kayhan Batmanghelich
Xiaoqi Yin
ISeg
32
0
0
28 Sep 2023
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional
  Settings
STREAMLINE: Streaming Active Learning for Realistic Multi-Distributional Settings
Nathan Beck
Suraj Kothawade
Pradeep Shenoy
Rishabh K. Iyer
29
2
0
18 May 2023
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient
  Deep Model Training
GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training
Krishnateja Killamsetty
D. Sivasubramanian
Ganesh Ramakrishnan
A. De
Rishabh K. Iyer
OOD
94
191
0
27 Feb 2021
1