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ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning
  of Deep Neural Networks

ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks

23 February 2021
Jungmin Kwon
Jeongseop Kim
Hyunseong Park
I. Choi
ArXivPDFHTML

Papers citing "ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks"

50 / 193 papers shown
Title
Sharpness-Aware Minimization with Z-Score Gradient Filtering for Neural Networks
Sharpness-Aware Minimization with Z-Score Gradient Filtering for Neural Networks
Juyoung Yun
38
0
0
05 May 2025
A Model Zoo on Phase Transitions in Neural Networks
A Model Zoo on Phase Transitions in Neural Networks
Konstantin Schurholt
Léo Meynent
Yefan Zhou
Haiquan Lu
Yaoqing Yang
Damian Borth
68
0
0
25 Apr 2025
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning
Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning
Yeoreum Lee
Jinwook Jung
Sungyong Baik
MoMe
42
0
0
20 Apr 2025
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization
DGSAM: Domain Generalization via Individual Sharpness-Aware Minimization
Youngjun Song
Youngsik Hwang
Jonghun Lee
Heechang Lee
Dong-Young Lim
AAML
49
0
0
30 Mar 2025
Layer-wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning
Layer-wise Adaptive Gradient Norm Penalizing Method for Efficient and Accurate Deep Learning
Sunwoo Lee
112
0
0
18 Mar 2025
Understanding Flatness in Generative Models: Its Role and Benefits
Taehwan Lee
Kyeongkook Seo
Jaejun Yoo
Sung Whan Yoon
DiffM
60
0
0
14 Mar 2025
Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance
Sanchayan Santra
Vishal M. Chudasama
Pankaj Wasnik
Vineeth N. Balasubramanian
AI4TS
39
0
0
28 Feb 2025
Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm
Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm
Yilang Zhang
Bingcong Li
G. Giannakis
AAML
39
0
0
11 Jan 2025
KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing
KALAHash: Knowledge-Anchored Low-Resource Adaptation for Deep Hashing
Shu Zhao
Tan Yu
Xiaoshuai Hao
Wenchao Ma
Vijaykrishnan Narayanan
46
3
0
27 Dec 2024
Can Stability be Detrimental? Better Generalization through Gradient
  Descent Instabilities
Can Stability be Detrimental? Better Generalization through Gradient Descent Instabilities
Lawrence Wang
Stephen J. Roberts
37
0
0
23 Dec 2024
Sharpness-Aware Minimization with Adaptive Regularization for Training
  Deep Neural Networks
Sharpness-Aware Minimization with Adaptive Regularization for Training Deep Neural Networks
Jinping Zou
Xiaoge Deng
Tao Sun
79
0
0
22 Dec 2024
SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise
  SAM
SSE-SAM: Balancing Head and Tail Classes Gradually through Stage-Wise SAM
Xingyu Lyu
Qianqian Xu
Zhiyong Yang
Shaojie Lyu
Qingming Huang
82
0
0
18 Dec 2024
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes
Aodi Li
Liansheng Zhuang
Xiao Long
Minghong Yao
Shafei Wang
186
0
0
18 Dec 2024
Meta Curvature-Aware Minimization for Domain Generalization
Meta Curvature-Aware Minimization for Domain Generalization
Zhe Chen
Yiwen Ye
Feilong Tang
Yongsheng Pan
Yong-quan Xia
BDL
197
1
0
16 Dec 2024
Towards Understanding the Role of Sharpness-Aware Minimization
  Algorithms for Out-of-Distribution Generalization
Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization
Samuel Schapiro
Han Zhao
76
0
0
06 Dec 2024
Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization
Mingda Zhang
Mingli Zhu
Zihao Zhu
Baoyuan Wu
AAML
78
1
0
18 Nov 2024
1st-Order Magic: Analysis of Sharpness-Aware Minimization
1st-Order Magic: Analysis of Sharpness-Aware Minimization
Nalin Tiwary
Siddarth Aananth
23
0
0
03 Nov 2024
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning
(FL)2^22: Overcoming Few Labels in Federated Semi-Supervised Learning
Seungjoo Lee
Thanh-Long V. Le
Jaemin Shin
Sung-Ju Lee
FedML
39
1
0
30 Oct 2024
Reweighting Local Mimina with Tilted SAM
Reweighting Local Mimina with Tilted SAM
Tian Li
Dinesh Manocha
J. Bilmes
33
0
0
30 Oct 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for
  Long-Tailed Visual Recognition
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
Mengke Li
Y. Liu
Yang Lu
Yiqun Zhang
Yiu-ming Cheung
Hui Huang
VLM
35
2
0
28 Oct 2024
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating
  Few-Shot Node Classification
Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification
Yihong Luo
Yuhan Chen
Siya Qiu
Yiwei Wang
Chen Zhang
Yan Zhou
Xiaochun Cao
Jing Tang
AAML
36
2
0
22 Oct 2024
In Search of the Successful Interpolation: On the Role of Sharpness in
  CLIP Generalization
In Search of the Successful Interpolation: On the Role of Sharpness in CLIP Generalization
Alireza Abdollahpoorrostam
23
0
0
21 Oct 2024
Implicit Regularization of Sharpness-Aware Minimization for
  Scale-Invariant Problems
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems
Bingcong Li
Liang Zhang
Niao He
43
3
0
18 Oct 2024
Sharpness-Aware Black-Box Optimization
Sharpness-Aware Black-Box Optimization
Feiyang Ye
Yueming Lyu
Xuehao Wang
Masashi Sugiyama
Yu-Jie Zhang
Ivor W. Tsang
AAML
47
0
0
16 Oct 2024
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
Combinatorial Multi-armed Bandits: Arm Selection via Group Testing
Arpan Mukherjee
Shashanka Ubaru
K. Murugesan
Karthikeyan Shanmugam
A. Tajer
41
1
0
14 Oct 2024
Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late in Training
Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late in Training
Zhanpeng Zhou
Mingze Wang
Yuchen Mao
Bingrui Li
Junchi Yan
AAML
62
0
0
14 Oct 2024
Understanding Adversarially Robust Generalization via Weight-Curvature
  Index
Understanding Adversarially Robust Generalization via Weight-Curvature Index
Yuelin Xu
Xiao Zhang
AAML
32
0
0
10 Oct 2024
Boosting Deep Ensembles with Learning Rate Tuning
Boosting Deep Ensembles with Learning Rate Tuning
Hongpeng Jin
Yanzhao Wu
29
0
0
10 Oct 2024
Statewide Visual Geolocalization in the Wild
Statewide Visual Geolocalization in the Wild
F. Fervers
Sebastian Bullinger
C. Bodensteiner
Michael Arens
Rainer Stiefelhagen
30
2
0
25 Sep 2024
Deep-learning real-time phase retrieval of imperfect diffraction
  patterns from X-ray free-electron lasers
Deep-learning real-time phase retrieval of imperfect diffraction patterns from X-ray free-electron lasers
Sung Yun Lee
Do Hyung Cho
Chulho Jung
Daeho Sung
Daewoong Nam
Sangsoo Kim
Changyong Song
23
0
0
24 Sep 2024
Bilateral Sharpness-Aware Minimization for Flatter Minima
Bilateral Sharpness-Aware Minimization for Flatter Minima
Jiaxin Deng
Junbiao Pang
Baochang Zhang
Qingming Huang
AAML
121
0
0
20 Sep 2024
Fisher Information guided Purification against Backdoor Attacks
Fisher Information guided Purification against Backdoor Attacks
Nazmul Karim
Abdullah Al Arafat
Adnan Siraj Rakin
Zhishan Guo
Nazanin Rahnavard
AAML
51
1
0
01 Sep 2024
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL
  Features and Additional Regularization for the ASVspoof 2024 Challenge
AASIST3: KAN-Enhanced AASIST Speech Deepfake Detection using SSL Features and Additional Regularization for the ASVspoof 2024 Challenge
Kirill Borodin
Vasiliy Kudryavtsev
Dmitrii Korzh
Alexey Efimenko
Grach Mkrtchian
Mikhail Gorodnichev
Oleg Y. Rogov
49
1
0
30 Aug 2024
SZU-AFS Antispoofing System for the ASVspoof 5 Challenge
SZU-AFS Antispoofing System for the ASVspoof 5 Challenge
Yuxiong Xu
Jiafeng Zhong
Sengui Zheng
Zefeng Liu
Bin Li
37
2
0
19 Aug 2024
Enhancing Sharpness-Aware Minimization by Learning Perturbation Radius
Enhancing Sharpness-Aware Minimization by Learning Perturbation Radius
Xuehao Wang
Weisen Jiang
Shuai Fu
Yu Zhang
AAML
47
0
0
15 Aug 2024
Do Sharpness-based Optimizers Improve Generalization in Medical Image
  Analysis?
Do Sharpness-based Optimizers Improve Generalization in Medical Image Analysis?
Mohamed Hassan
Aleksandar Vakanski
Min Xian
AAML
MedIm
41
1
0
07 Aug 2024
Flatness-aware Sequential Learning Generates Resilient Backdoors
Flatness-aware Sequential Learning Generates Resilient Backdoors
Hoang Pham
The-Anh Ta
Anh Tran
Khoa D. Doan
FedML
AAML
39
0
0
20 Jul 2024
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
Haiquan Lu
Xiaotian Liu
Yefan Zhou
Qunli Li
Kurt Keutzer
Michael W. Mahoney
Yujun Yan
Huanrui Yang
Yaoqing Yang
45
1
0
17 Jul 2024
Improving SAM Requires Rethinking its Optimization Formulation
Improving SAM Requires Rethinking its Optimization Formulation
Wanyun Xie
Fabian Latorre
Kimon Antonakopoulos
Thomas Pethick
V. Cevher
42
1
0
17 Jul 2024
Curvature Clues: Decoding Deep Learning Privacy with Input Loss
  Curvature
Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature
Deepak Ravikumar
Efstathia Soufleri
Kaushik Roy
34
0
0
03 Jul 2024
Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in
  Audio Anti-Spoofing
Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing
Hye-jin Shim
Md. Sahidullah
Jee-weon Jung
Shinji Watanabe
Tomi Kinnunen
37
2
0
25 Jun 2024
Improving robustness to corruptions with multiplicative weight
  perturbations
Improving robustness to corruptions with multiplicative weight perturbations
Trung Trinh
Markus Heinonen
Luigi Acerbi
Samuel Kaski
44
0
0
24 Jun 2024
Adaptive Adversarial Cross-Entropy Loss for Sharpness-Aware Minimization
Adaptive Adversarial Cross-Entropy Loss for Sharpness-Aware Minimization
Tanapat Ratchatorn
Masayuki Tanaka
AAML
38
0
0
20 Jun 2024
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D
  Object Detection
DPO: Dual-Perturbation Optimization for Test-time Adaptation in 3D Object Detection
Zhuoxiao Chen
Zixin Wang
Yadan Luo
Sen Wang
Zi Huang
AAML
3DPC
35
0
0
19 Jun 2024
Efficient Sharpness-Aware Minimization for Molecular Graph Transformer
  Models
Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models
Yili Wang
Kaixiong Zhou
Ninghao Liu
Ying Wang
Xin Wang
43
10
0
19 Jun 2024
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products
  and Graph Coarsening
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
Guy Bar-Shalom
Yam Eitan
Fabrizio Frasca
Haggai Maron
43
1
0
13 Jun 2024
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization
Jiaxin Deng
Junbiao Pang
Baochang Zhang
66
1
0
12 Jun 2024
Agnostic Sharpness-Aware Minimization
Agnostic Sharpness-Aware Minimization
Van-Anh Nguyen
Quyen Tran
Tuan Truong
Thanh-Toan Do
Dinh Q. Phung
Trung Le
46
0
0
11 Jun 2024
A Universal Class of Sharpness-Aware Minimization Algorithms
A Universal Class of Sharpness-Aware Minimization Algorithms
B. Tahmasebi
Ashkan Soleymani
Dara Bahri
Stefanie Jegelka
P. Jaillet
AAML
55
2
0
06 Jun 2024
Improving Generalization and Convergence by Enhancing Implicit
  Regularization
Improving Generalization and Convergence by Enhancing Implicit Regularization
Mingze Wang
Haotian He
Jinbo Wang
Zilin Wang
Guanhua Huang
Feiyu Xiong
Zhiyu Li
E. Weinan
Lei Wu
45
6
0
31 May 2024
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