Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1906.02629
Cited By
v1
v2
v3 (latest)
When Does Label Smoothing Help?
Neural Information Processing Systems (NeurIPS), 2019
6 June 2019
Rafael Müller
Simon Kornblith
Geoffrey E. Hinton
UQCV
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"When Does Label Smoothing Help?"
50 / 987 papers shown
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling
Shahzad Ali
Y. Lee
S. Park
Won Young Tak
Soon Ki Jung
198
0
0
05 Apr 2024
Learning Correlation Structures for Vision Transformers
Manjin Kim
Paul Hongsuck Seo
Cordelia Schmid
Minsu Cho
ViT
298
25
0
05 Apr 2024
Rewrite the Stars
Xu Ma
Xiyang Dai
Yue Bai
Yizhou Wang
Yun Fu
257
320
0
29 Mar 2024
Enhance Image Classification via Inter-Class Image Mixup with Diffusion Model
Zhicai Wang
Longhui Wei
Tan Wang
Heyu Chen
Yanbin Hao
Xiang Wang
Xiangnan He
Qi Tian
VLM
DiffM
258
35
0
28 Mar 2024
Do not trust what you trust: Miscalibration in Semi-supervised Learning
Shambhavi Mishra
Balamurali Murugesan
Ismail Ben Ayed
M. Pedersoli
Jose Dolz
234
3
0
22 Mar 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation
International Conference on Language Resources and Evaluation (LREC), 2024
Kyohoon Jin
Junho Lee
Juhwan Choi
Sangmin Song
Youngbin Kim
204
0
0
22 Mar 2024
A Hybrid Transformer-Sequencer approach for Age and Gender classification from in-wild facial images
Aakash Singh
V. K. Singh
195
8
0
19 Mar 2024
Class and Region-Adaptive Constraints for Network Calibration
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Balamurali Murugesan
Julio Silva-Rodríguez
Ismail Ben Ayed
Jose Dolz
318
2
0
19 Mar 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters
Computer Vision and Pattern Recognition (CVPR), 2024
Jiazuo Yu
Yunzhi Zhuge
Lu Zhang
Ping Hu
Dong Wang
Huchuan Lu
You He
VLM
KELM
CLL
OODD
452
174
0
18 Mar 2024
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation
Xi Chen
Haosen Yang
Huicong Zhang
Hongxun Yao
Xiatian Zhu
255
17
0
17 Mar 2024
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition
European Conference on Computer Vision (ECCV), 2024
Jeonghyeok Do
Munchurl Kim
ViT
403
60
0
14 Mar 2024
Dynamic Cross Attention for Audio-Visual Person Verification
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2024
R Gnana Praveen
Jahangir Alam
299
5
0
07 Mar 2024
Generative AI for Synthetic Data Generation: Methods, Challenges and the Future
Xu Guo
Yiqiang Chen
SyDa
200
55
0
07 Mar 2024
Revisiting Confidence Estimation: Towards Reliable Failure Prediction
Fei Zhu
Xu-Yao Zhang
Zhen Cheng
Cheng-Lin Liu
UQCV
322
17
0
05 Mar 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
Mathilde Caron
Ahmet Iscen
Alireza Fathi
Cordelia Schmid
353
7
0
04 Mar 2024
Towards Calibrated Deep Clustering Network
Yuheng Jia
Jianhong Cheng
Hui Liu
Junhui Hou
UQCV
505
3
0
04 Mar 2024
Provably Robust DPO: Aligning Language Models with Noisy Feedback
Sayak Ray Chowdhury
Anush Kini
Nagarajan Natarajan
322
95
0
01 Mar 2024
Weakly Supervised Monocular 3D Detection with a Single-View Image
Xue-Qiu Jiang
Sheng Jin
Lewei Lu
Xiaoqin Zhang
Shijian Lu
207
12
0
29 Feb 2024
Confidence-Aware Multi-Field Model Calibration
Yuang Zhao
Chuhan Wu
Qinglin Jia
Hong Zhu
Jia Yan
Libin Zong
Linxuan Zhang
Zhenhua Dong
Muyu Zhang
356
4
0
27 Feb 2024
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label
Xinliang Zhang
Lei Zhu
Hangzhou He
Lujia Jin
Yanye Lu
DiffM
182
10
0
27 Feb 2024
Predict the Next Word: Humans exhibit uncertainty in this task and language models _____
Evgenia Ilia
Wilker Aziz
247
3
0
27 Feb 2024
Layer-wise Regularized Dropout for Neural Language Models
Shiwen Ni
Min Yang
Ruifeng Xu
Chengming Li
Xiping Hu
126
0
0
26 Feb 2024
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
Emanuele Marconato
Samuele Bortolotti
Emile van Krieken
Antonio Vergari
Baptiste Caramiaux
Stefano Teso
342
29
0
19 Feb 2024
How Flawed Is ECE? An Analysis via Logit Smoothing
Muthu Chidambaram
Holden Lee
Colin McSwiggen
Semon Rezchikov
UQCV
334
4
0
15 Feb 2024
Aligning Crowd Feedback via Distributional Preference Reward Modeling
Dexun Li
Cong Zhang
Kuicai Dong
Derrick-Goh-Xin Deik
Ruiming Tang
Yong Liu
159
21
0
15 Feb 2024
Learning Low-Rank Feature for Thorax Disease Classification
Rajeev Goel
Utkarsh Nath
Yancheng Wang
Alvin C. Silva
Teresa Wu
Yingzhen Yang
269
7
0
14 Feb 2024
Selective Learning: Towards Robust Calibration with Dynamic Regularization
Zongbo Han
Yifeng Yang
Changqing Zhang
Linjun Zhang
Qiufeng Wang
Qinghua Hu
209
6
0
13 Feb 2024
American Sign Language Video to Text Translation
Parsheeta Roy
Ji-Eun Han
Srishti Chouhan
Bhaavanaa Thumu
VLM
SLR
126
1
0
11 Feb 2024
For Better or For Worse? Learning Minimum Variance Features With Label Augmentation
International Conference on Learning Representations (ICLR), 2024
Muthuraman Chidambaram
Rong Ge
AAML
312
2
0
10 Feb 2024
Cross Entropy versus Label Smoothing: A Neural Collapse Perspective
Li Guo
George Andriopoulos
Zifan Zhao
George Andriopoulos
Shuyang Ling
Keith Ross
UQCV
NoLa
388
18
0
06 Feb 2024
Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes
International Conference on Information Photonics (ICIP), 2024
Umut Cem Entok
Firas Laakom
Farhad Pakdaman
Moncef Gabbouj
138
2
0
05 Feb 2024
Non-Fluent Synthetic Target-Language Data Improve Neural Machine Translation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Víctor M. Sánchez-Cartagena
Miquel Espla-Gomis
J. A. Pérez-Ortiz
F. Sánchez-Martínez
193
8
0
29 Jan 2024
Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning
International Conference on Multimedia Retrieval (ICMR), 2024
Yuhang Zheng
Zhen Wang
Long Chen
202
3
0
28 Jan 2024
Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints
Balamurali Murugesan
Sukesh Adiga Vasudeva
Bingyuan Liu
H. Lombaert
Ismail Ben Ayed
Jose Dolz
UQCV
310
8
0
25 Jan 2024
LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
Computer Vision and Pattern Recognition (CVPR), 2024
Dat Nguyen
Nesryne Mejri
Inder Pal Singh
Polina Kuleshova
Marcella Astrid
Anis Kacem
Enjie Ghorbel
Djamila Aouada
381
84
0
24 Jan 2024
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
Neural Information Processing Systems (NeurIPS), 2024
Xun Xian
Ganghua Wang
Xuan Bi
Jayanth Srinivasa
Jayanth Srinivasa
Mingyi Hong
Jie Ding
WIGM
190
7
0
23 Jan 2024
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift
Renchunzi Xie
Ambroise Odonnat
Vasilii Feofanov
I. Redko
Jianfeng Zhang
Bo An
UQCV
441
2
0
17 Jan 2024
Stabilizing Sharpness-aware Minimization Through A Simple Renormalization Strategy
Chengli Tan
Jiangshe Zhang
Junmin Liu
Yicheng Wang
Yunda Hao
AAML
305
5
0
14 Jan 2024
Secrets of RLHF in Large Language Models Part II: Reward Modeling
Bing Wang
Rui Zheng
Luyao Chen
Yan Liu
Jiajun Sun
...
Tao Gui
Xipeng Qiu
Xuanjing Huang
Zuxuan Wu
Yuanyuan Jiang
ALM
316
139
0
11 Jan 2024
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Kunpeng Qiu
Zhiying Zhou
Yongxin Guo
165
5
0
11 Jan 2024
FerKD: Surgical Label Adaptation for Efficient Distillation
IEEE International Conference on Computer Vision (ICCV), 2023
Zhiqiang Shen
272
4
0
29 Dec 2023
Jeffreys divergence-based regularization of neural network output distribution applied to speaker recognition
Pierre-Michel Bousquet
Mickael Rouvier
UQCV
122
2
0
28 Dec 2023
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?
Soumya Suvra Ghosal
Yiyou Sun
Shouqing Yang
OODD
226
19
0
22 Dec 2023
Mapping Housing Stock Characteristics from Drone Images for Climate Resilience in the Caribbean
Environmental Data Science (EDS), 2023
I. Tingzon
N. Cowan
P. Chrzanowski
112
1
0
16 Dec 2023
Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer
Kazuma Kobayashi
Yasuyuki Takamizawa
M. Miyake
Sono Ito
Lin Gu
Tatsuya Nakatsuka
Yu Akagi
Tatsuya Harada
Y. Kanemitsu
Ryuji Hamamoto
190
3
0
15 Dec 2023
Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation
Shyam Nuggehalli
Jifan Zhang
Lalit P. Jain
Robert D. Nowak
358
9
0
14 Dec 2023
Revisiting the Entropy Semiring for Neural Speech Recognition
International Conference on Learning Representations (ICLR), 2023
Oscar Chang
DongSeon Hwang
Olivier Siohan
365
3
0
13 Dec 2023
Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection
Teodora Popordanoska
A. Tiulpin
Matthew B. Blaschko
289
8
0
11 Dec 2023
Revisiting the Role of Label Smoothing in Enhanced Text Sentiment Classification
Yijie Gao
Shijing Si
Hua Luo
Haixia Sun
Yugui Zhang
228
0
0
11 Dec 2023
Regroup Median Loss for Combating Label Noise
Fengpeng Li
Kemou Li
Jinyu Tian
Jiantao Zhou
NoLa
177
13
0
11 Dec 2023
Previous
1
2
3
4
5
6
...
18
19
20
Next
