Towards Bridging the Performance Gaps of Joint Energy-based Models

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Towards Bridging the Performance Gaps of Joint Energy-based Models

16 September 2022

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Papers citing "Towards Bridging the Performance Gaps of Joint Energy-based Models"

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Title
Understanding Adversarial Training with Energy-based Models Mujtaba Hussain Mirza Maria Rosaria Briglia Filippo Bartolucci Senad Beadini G. Lisanti I. Masi AAML 52 0 0 28 May 2025
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching Junn Yong Loo Michelle Adeline Julia Kaiwen Lau Fang Yu Leong Hwa Hui Tew Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan BDL 107 0 0 22 Apr 2025
Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation Rini Smita Thakur Vinod K. Kurmi UQCV 116 2 0 03 Jan 2025
Improving Generalization with Flat Hilbert Bayesian Inference Tuan Truong Quyen Tran Quan Pham-Ngoc Nhat Ho Dinh Q. Phung T. Le 71 1 0 05 Oct 2024
Classification-Denoising Networks Louis Thiry Florentin Guth 87 1 0 04 Oct 2024
Variational Potential Flow: A Novel Probabilistic Framework for Energy-Based Generative Modelling Junn Yong Loo Michelle Adeline Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan DiffM 78 0 0 21 Jul 2024
Shedding More Light on Robust Classifiers under the lens of Energy-based Models Mujtaba Hussain Mirza Maria Rosaria Briglia Senad Beadini I. Masi AAML 59 5 0 08 Jul 2024
CALICO: Confident Active Learning with Integrated Calibration L. S. Querol Hajime Nagahara Hideaki Hayashi 58 0 0 02 Jul 2024
Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification Yaqian Hao Chenguang Hu Yingying Gao Shilei Zhang Junlan Feng 62 0 0 26 Jun 2024
On Calibration of Speech Classification Models: Insights from Energy-Based Model Investigations Yaqian Hao Chenguang Hu Yingying Gao Shilei Zhang Junlan Feng 69 1 0 26 Jun 2024