apricot: Submodular selection for data summarization in Python

8 June 2019

Papers citing "apricot: Submodular selection for data summarization in Python"

13 / 13 papers shown

Title
Language Model-Driven Data Pruning Enables Efficient Active Learning Abdul Hameed Azeemi I. Qazi Agha Ali Raza VLM 90 1 0 05 Oct 2024
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning Brandon Huang Chancharik Mitra Assaf Arbelle Leonid Karlinsky Trevor Darrell Roei Herzig 101 21 0 21 Jun 2024
Creative Text-to-Audio Generation via Synthesizer Programming Manuel Cherep Nikhil Singh Jessica Shand 81 4 0 01 Jun 2024
AGS-GNN: Attribute-guided Sampling for Graph Neural Networks Siddhartha Shankar Das S. Ferdous M. Halappanavar Edoardo Serra A. Pothen 91 2 0 24 May 2024
Fusing Conditional Submodular GAN and Programmatic Weak Supervision Kumar Shubham Pranav Sastry AP Prathosh 83 2 0 16 Dec 2023
Cluster-aware Semi-supervised Learning: Relational Knowledge Distillation Provably Learns Clustering Yijun Dong Kevin Miller Qiuyu Lei Rachel A. Ward 58 4 0 20 Jul 2023
Efficient Sensor Placement from Regression with Sparse Gaussian Processes in Continuous and Discrete Spaces Kalvik Jakkala Srinivas Akella 71 1 0 28 Feb 2023
FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification Tingyu Xia Yue Wang Yuan Tian Yi-Ju Chang 53 2 0 11 Dec 2022
MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation Sitan Yang Carson Eisenach Dhruv Madeka AI4TS 54 7 0 21 Jul 2022
Submodlib: A Submodular Optimization Library Vishal Kaushal Ganesh Ramakrishnan Rishabh K. Iyer 81 12 0 22 Feb 2022
Effective Evaluation of Deep Active Learning on Image Classification Tasks Nathan Beck D. Sivasubramanian Apurva Dani Ganesh Ramakrishnan Rishabh K. Iyer VLM 78 39 0 16 Jun 2021
Active Learning in Bayesian Neural Networks with Balanced Entropy Learning Principle J. Woo 108 11 0 30 May 2021
EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation Bilwaj Gaonkar Joel Beckett Mark Attiah Christine Ahn Matthew Edwards ... Azim Laiwalla Banafsheh Salehi Bryan Yoo Alex A. T. Bui Luke Macyszyn 8 0 0 17 Aug 2019