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2110.04020
Cited By
Pathologies in priors and inference for Bayesian transformers
8 October 2021
Tristan Cinquin
Alexander Immer
Max Horn
Vincent Fortuin
UQCV
BDL
MedIm
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Papers citing
"Pathologies in priors and inference for Bayesian transformers"
14 / 14 papers shown
Title
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
Toghrul Abbasli
Kentaroh Toyoda
Yuan Wang
Leon Witt
Muhammad Asif Ali
Yukai Miao
Dan Li
Qingsong Wei
UQCV
85
0
0
25 Apr 2025
Revisiting Kernel Attention with Correlated Gaussian Process Representation
Long Minh Bui
Tho Tran Huu
Duy-Tung Dinh
T. Nguyen
Trong Nghia Hoang
37
2
0
27 Feb 2025
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Yibin Wang
H. Shi
Ligong Han
Dimitris N. Metaxas
Hao Wang
BDL
UQLM
102
6
0
28 Jan 2025
Regularized KL-Divergence for Well-Defined Function-Space Variational Inference in Bayesian neural networks
Tristan Cinquin
Robert Bamler
UQCV
BDL
30
2
0
06 Jun 2024
Gaussian Stochastic Weight Averaging for Bayesian Low-Rank Adaptation of Large Language Models
Emre Onal
Klemens Flöge
Emma Caldwell
A. Sheverdin
Vincent Fortuin
UQCV
BDL
32
9
0
06 May 2024
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles
Oleksandr Balabanov
H. Linander
UQCV
15
13
0
19 Feb 2024
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
Yingyi Chen
Qinghua Tao
F. Tonin
Johan A. K. Suykens
22
1
0
02 Feb 2024
Bayesian Low-rank Adaptation for Large Language Models
Adam X. Yang
Maxime Robeyns
Xi Wang
Laurence Aitchison
AI4CE
BDL
16
44
0
24 Aug 2023
Calibrating Transformers via Sparse Gaussian Processes
Wenlong Chen
Yingzhen Li
UQCV
14
12
0
04 Mar 2023
VideoGPT: Video Generation using VQ-VAE and Transformers
Wilson Yan
Yunzhi Zhang
Pieter Abbeel
A. Srinivas
ViT
VGen
245
484
0
20 Apr 2021
Bayesian Transformer Language Models for Speech Recognition
Boyang Xue
Jianwei Yu
Junhao Xu
Shansong Liu
Shoukang Hu
Zi Ye
Mengzhe Geng
Xunying Liu
H. Meng
BDL
66
26
0
09 Feb 2021
Bayesian Attention Modules
Xinjie Fan
Shujian Zhang
Bo Chen
Mingyuan Zhou
107
59
0
20 Oct 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,109
0
06 Jun 2015
1