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Learning Robust Global Representations by Penalizing Local Predictive
  Power
v1v2 (latest)

Learning Robust Global Representations by Penalizing Local Predictive Power

Neural Information Processing Systems (NeurIPS), 2019
29 May 2019
Haohan Wang
Songwei Ge
Eric Xing
Zachary Chase Lipton
    OOD
ArXiv (abs)PDFHTML

Papers citing "Learning Robust Global Representations by Penalizing Local Predictive Power"

50 / 820 papers shown
Learning to Decompose Visual Features with Latent Textual Prompts
Learning to Decompose Visual Features with Latent Textual PromptsInternational Conference on Learning Representations (ICLR), 2022
Feng Wang
Pengfei Yu
Xudong Lin
Hairong Lv
Alex Schwing
Heng Ji
VLM
253
31
0
09 Oct 2022
Test-time Recalibration of Conformal Predictors Under Distribution Shift
  Based on Unlabeled Examples
Test-time Recalibration of Conformal Predictors Under Distribution Shift Based on Unlabeled Examples
Fatih Yilmaz
Reinhard Heckel
139
2
0
09 Oct 2022
APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal
  Representations
APE: Aligning Pretrained Encoders to Quickly Learn Aligned Multimodal Representations
Elan Rosenfeld
Preetum Nakkiran
Hadi Pouransari
Oncel Tuzel
Fartash Faghri
122
11
0
08 Oct 2022
MaPLe: Multi-modal Prompt Learning
MaPLe: Multi-modal Prompt LearningComputer Vision and Pattern Recognition (CVPR), 2022
Muhammad Uzair Khattak
H. Rasheed
Muhammad Maaz
Salman Khan
Fahad Shahbaz Khan
VPVLMVLM
760
883
0
06 Oct 2022
Bayesian Prompt Learning for Image-Language Model Generalization
Bayesian Prompt Learning for Image-Language Model GeneralizationIEEE International Conference on Computer Vision (ICCV), 2022
Mohammad Mahdi Derakhshani
Enrique Sanchez
Adrian Bulat
Victor G. Turrisi da Costa
Cees G. M. Snoek
Georgios Tzimiropoulos
Brais Martínez
VPVLMVLM
421
61
0
05 Oct 2022
Exploring The Role of Mean Teachers in Self-supervised Masked
  Auto-Encoders
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders
Youngwan Lee
Jeffrey Willette
Jonghee Kim
Juho Lee
Sung Ju Hwang
196
20
0
05 Oct 2022
TripleE: Easy Domain Generalization via Episodic Replay
TripleE: Easy Domain Generalization via Episodic Replay
Xuelong Li
Hongyu Ren
Huifeng Yao
Ziwei Liu
172
0
0
04 Oct 2022
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
PLOT: Prompt Learning with Optimal Transport for Vision-Language ModelsInternational Conference on Learning Representations (ICLR), 2022
Guangyi Chen
Weiran Yao
Xiangchen Song
Xinyue Li
Yongming Rao
Kun Zhang
VPVLMVLM
284
77
0
03 Oct 2022
LPT: Long-tailed Prompt Tuning for Image Classification
LPT: Long-tailed Prompt Tuning for Image ClassificationInternational Conference on Learning Representations (ICLR), 2022
Bowen Dong
Pan Zhou
Shuicheng Yan
W. Zuo
VPVLMVLM
397
90
0
03 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning
Visual Prompt Tuning for Generative Transfer LearningComputer Vision and Pattern Recognition (CVPR), 2022
Kihyuk Sohn
Yuan Hao
José Lezama
Luisa F. Polanía
Huiwen Chang
Han Zhang
Irfan Essa
Lu Jiang
VPVLMVLM
325
107
0
03 Oct 2022
A Multiagent Framework for the Asynchronous and Collaborative Extension
  of Multitask ML Systems
A Multiagent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems
Andrea Gesmundo
282
2
0
29 Sep 2022
CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention
CALIP: Zero-Shot Enhancement of CLIP with Parameter-free AttentionAAAI Conference on Artificial Intelligence (AAAI), 2022
Ziyu Guo
Renrui Zhang
Longtian Qiu
Xianzheng Ma
Xupeng Miao
Xuming He
Tengjiao Wang
VLMAAML
238
166
0
28 Sep 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training
UniCLIP: Unified Framework for Contrastive Language-Image Pre-trainingNeural Information Processing Systems (NeurIPS), 2022
Janghyeon Lee
Jongsuk Kim
Hyounguk Shon
Bumsoo Kim
Seung Wook Kim
Honglak Lee
Junmo Kim
CLIPVLM
333
65
0
27 Sep 2022
Raising the Bar on the Evaluation of Out-of-Distribution Detection
Raising the Bar on the Evaluation of Out-of-Distribution Detection
Jishnu Mukhoti
Tsung-Yu Lin
Bor-Chun Chen
Ashish Shah
Juil Sock
P. Dokania
Ser-Nam Lim
OODD
209
6
0
24 Sep 2022
Bootstrap Generalization Ability from Loss Landscape Perspective
Bootstrap Generalization Ability from Loss Landscape Perspective
Huanran Chen
Shitong Shao
Ziyi Wang
Zirui Shang
Jin Chen
Xiaofeng Ji
Xinxiao Wu
OOD
325
22
0
18 Sep 2022
Enhance the Visual Representation via Discrete Adversarial Training
Enhance the Visual Representation via Discrete Adversarial TrainingNeural Information Processing Systems (NeurIPS), 2022
Xiaofeng Mao
YueFeng Chen
Ranjie Duan
Yao Zhu
Gege Qi
Shaokai Ye
Xiaodan Li
Rong Zhang
Hui Xue
242
43
0
16 Sep 2022
Explicit Tradeoffs between Adversarial and Natural Distributional
  Robustness
Explicit Tradeoffs between Adversarial and Natural Distributional RobustnessNeural Information Processing Systems (NeurIPS), 2022
Mazda Moayeri
Kiarash Banihashem
Soheil Feizi
OOD
293
26
0
15 Sep 2022
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language
  Models
Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language ModelsNeural Information Processing Systems (NeurIPS), 2022
Manli Shu
Weili Nie
De-An Huang
Zhiding Yu
Tom Goldstein
Anima Anandkumar
Chaowei Xiao
VLMVPVLM
564
438
0
15 Sep 2022
A Continual Development Methodology for Large-scale Multitask Dynamic ML
  Systems
A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems
Andrea Gesmundo
245
23
0
15 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model
PaLI: A Jointly-Scaled Multilingual Language-Image ModelInternational Conference on Learning Representations (ICLR), 2022
Xi Chen
Tianlin Li
Soravit Changpinyo
A. Piergiovanni
Piotr Padlewski
...
Andreas Steiner
A. Angelova
Xiaohua Zhai
N. Houlsby
Radu Soricut
MLLMVLM
725
911
0
14 Sep 2022
What does a platypus look like? Generating customized prompts for
  zero-shot image classification
What does a platypus look like? Generating customized prompts for zero-shot image classificationIEEE International Conference on Computer Vision (ICCV), 2022
Sarah M Pratt
Ian Covert
Rosanne Liu
Ali Farhadi
VLM
488
316
0
07 Sep 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model
Dual Modality Prompt Tuning for Vision-Language Pre-Trained ModelIEEE transactions on multimedia (IEEE TMM), 2022
Yinghui Xing
Qirui Wu
De Cheng
Shizhou Zhang
Guoqiang Liang
Peng Wang
Yanning Zhang
VLMVPVLM
340
91
0
17 Aug 2022
Counterfactual Supervision-based Information Bottleneck for
  Out-of-Distribution Generalization
Counterfactual Supervision-based Information Bottleneck for Out-of-Distribution Generalization
Bin Deng
Kui Jia
OOD
291
2
0
16 Aug 2022
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers
BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers
Zhiliang Peng
Li Dong
Hangbo Bao
QiXiang Ye
Furu Wei
405
394
0
12 Aug 2022
MILAN: Masked Image Pretraining on Language Assisted Representation
MILAN: Masked Image Pretraining on Language Assisted Representation
Zejiang Hou
Fei Sun
Yen-kuang Chen
Yuan Xie
S. Kung
ViT
308
83
0
11 Aug 2022
Quality Not Quantity: On the Interaction between Dataset Design and
  Robustness of CLIP
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIPNeural Information Processing Systems (NeurIPS), 2022
Thao Nguyen
Gabriel Ilharco
Mitchell Wortsman
Sewoong Oh
Ludwig Schmidt
CLIPVLM
580
122
0
10 Aug 2022
Visual correspondence-based explanations improve AI robustness and
  human-AI team accuracy
Visual correspondence-based explanations improve AI robustness and human-AI team accuracyNeural Information Processing Systems (NeurIPS), 2022
Giang Nguyen
Mohammad Reza Taesiri
Anh Totti Nguyen
569
48
0
26 Jul 2022
An Impartial Take to the CNN vs Transformer Robustness Contest
An Impartial Take to the CNN vs Transformer Robustness ContestEuropean Conference on Computer Vision (ECCV), 2022
Francesco Pinto
Juil Sock
P. Dokania
UQCVAAML
293
60
0
22 Jul 2022
Assaying Out-Of-Distribution Generalization in Transfer Learning
Assaying Out-Of-Distribution Generalization in Transfer LearningNeural Information Processing Systems (NeurIPS), 2022
F. Wenzel
Andrea Dittadi
Peter V. Gehler
Carl-Johann Simon-Gabriel
Max Horn
...
Chris Russell
Thomas Brox
Bernt Schiele
Bernhard Schölkopf
Francesco Locatello
OODOODDAAML
397
87
0
19 Jul 2022
Calibrated ensembles can mitigate accuracy tradeoffs under distribution
  shift
Calibrated ensembles can mitigate accuracy tradeoffs under distribution shiftConference on Uncertainty in Artificial Intelligence (UAI), 2022
Ananya Kumar
Tengyu Ma
Abigail Z. Jacobs
Aditi Raghunathan
UQCVOODDOOD
220
45
0
18 Jul 2022
Progress and limitations of deep networks to recognize objects in
  unusual poses
Progress and limitations of deep networks to recognize objects in unusual posesAAAI Conference on Artificial Intelligence (AAAI), 2022
Amro Abbas
Stéphane Deny
OODAAML
114
20
0
16 Jul 2022
Is a Caption Worth a Thousand Images? A Controlled Study for
  Representation Learning
Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning
Shibani Santurkar
Yann Dubois
Rohan Taori
Abigail Z. Jacobs
Tatsunori Hashimoto
CLIPVLM
210
43
0
15 Jul 2022
Contrastive Adapters for Foundation Model Group Robustness
Contrastive Adapters for Foundation Model Group RobustnessNeural Information Processing Systems (NeurIPS), 2022
Michael Zhang
Christopher Ré
VLM
202
84
0
14 Jul 2022
On the Strong Correlation Between Model Invariance and Generalization
On the Strong Correlation Between Model Invariance and GeneralizationNeural Information Processing Systems (NeurIPS), 2022
Weijian Deng
Stephen Gould
Liang Zheng
OOD
241
25
0
14 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters
Convolutional Bypasses Are Better Vision Transformer AdaptersEuropean Conference on Artificial Intelligence (ECAI), 2022
Shibo Jie
Zhi-Hong Deng
VPVLM
283
162
0
14 Jul 2022
Self-supervised Learning with Local Contrastive Loss for Detection and
  Semantic Segmentation
Self-supervised Learning with Local Contrastive Loss for Detection and Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Ashraful Islam
Bengt Lundell
H. Sawhney
Sudipta N. Sinha
Peter Morales
Richard J. Radke
SSL
209
11
0
10 Jul 2022
Models Out of Line: A Fourier Lens on Distribution Shift Robustness
Models Out of Line: A Fourier Lens on Distribution Shift RobustnessNeural Information Processing Systems (NeurIPS), 2022
Sara Fridovich-Keil
Brian Bartoldson
James Diffenderfer
B. Kailkhura
P. Bremer
OOD
199
2
0
08 Jul 2022
Predicting Out-of-Domain Generalization with Neighborhood Invariance
Predicting Out-of-Domain Generalization with Neighborhood Invariance
Nathan Ng
Neha Hulkund
Dong Wang
Marzyeh Ghassemi
OOD
371
6
0
05 Jul 2022
Removing Batch Normalization Boosts Adversarial Training
Removing Batch Normalization Boosts Adversarial TrainingInternational Conference on Machine Learning (ICML), 2022
Haotao Wang
Aston Zhang
Shuai Zheng
Xingjian Shi
Mu Li
Zinan Lin
227
50
0
04 Jul 2022
No Reason for No Supervision: Improved Generalization in Supervised
  Models
No Reason for No Supervision: Improved Generalization in Supervised ModelsInternational Conference on Learning Representations (ICLR), 2022
Mert Bulent Sariyildiz
Yannis Kalantidis
Alahari Karteek
Diane Larlus
SSLOODLRM
201
35
0
30 Jun 2022
RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and
  Out Distribution Robustness
RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and Out Distribution Robustness
Francesco Pinto
Harry Yang
Ser-Nam Lim
Juil Sock
P. Dokania
UQCV
295
39
0
29 Jun 2022
Beyond neural scaling laws: beating power law scaling via data pruning
Beyond neural scaling laws: beating power law scaling via data pruningNeural Information Processing Systems (NeurIPS), 2022
Ben Sorscher
Robert Geirhos
Shashank Shekhar
Surya Ganguli
Ari S. Morcos
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552
0
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Robustifying Vision Transformer without Retraining from Scratch by
  Test-Time Class-Conditional Feature Alignment
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature AlignmentInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Takeshi Kojima
Yutaka Matsuo
Yusuke Iwasawa
220
32
0
28 Jun 2022
How Robust is Unsupervised Representation Learning to Distribution
  Shift?
How Robust is Unsupervised Representation Learning to Distribution Shift?International Conference on Learning Representations (ICLR), 2022
Yuge Shi
Imant Daunhawer
Julia E. Vogt
Juil Sock
Amartya Sanyal
OOD
351
31
0
17 Jun 2022
Masked Frequency Modeling for Self-Supervised Visual Pre-Training
Masked Frequency Modeling for Self-Supervised Visual Pre-TrainingInternational Conference on Learning Representations (ICLR), 2022
Jiahao Xie
Wei Li
Xiaohang Zhan
Ziwei Liu
Yew-Soon Ong
Chen Change Loy
251
100
0
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A Meta-Analysis of Distributionally-Robust Models
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Ben Feuer
Ameya Joshi
Chinmay Hegde
OODVLM
135
3
0
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INDIGO: Intrinsic Multimodality for Domain Generalization
INDIGO: Intrinsic Multimodality for Domain Generalization
Puneet Mangla
Shivam Chandhok
Milan Aggarwal
V. Balasubramanian
Balaji Krishnamurthy
VLM
175
3
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13 Jun 2022
Neural Prompt Search
Neural Prompt SearchIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yuanhan Zhang
Kaiyang Zhou
Ziwei Liu
VPVLMVLM
391
176
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MobileOne: An Improved One millisecond Mobile Backbone
MobileOne: An Improved One millisecond Mobile BackboneComputer Vision and Pattern Recognition (CVPR), 2022
Pavan Kumar Anasosalu Vasu
J. Gabriel
Jeff J. Zhu
Oncel Tuzel
Anurag Ranjan
313
246
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Can CNNs Be More Robust Than Transformers?
Can CNNs Be More Robust Than Transformers?International Conference on Learning Representations (ICLR), 2022
Zeyu Wang
Yutong Bai
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Cihang Xie
UQCVOOD
248
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0
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