Natural Adversarial Examples

16 July 2019

Papers citing "Natural Adversarial Examples"

50 / 1,025 papers shown

Title
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 26 11 0 21 Jun 2023
Neural Priming for Sample-Efficient Adaptation Matthew Wallingford Vivek Ramanujan Alex Fang Aditya Kusupati Roozbeh Mottaghi Aniruddha Kembhavi Ludwig Schmidt Ali Farhadi VLM 108 13 0 16 Jun 2023
One-for-All: Generalized LoRA for Parameter-Efficient Fine-tuning Arnav Chavan Zhuang Liu D. K. Gupta Eric P. Xing Zhiqiang Shen 36 87 0 13 Jun 2023
Area is all you need: repeatable elements make stronger adversarial attacks D. Niederhut AAML 15 0 0 13 Jun 2023
Waffling around for Performance: Visual Classification with Random Words and Broad Concepts Karsten Roth Jae Myung Kim A. Sophia Koepke Oriol Vinyals Cordelia Schmid Zeynep Akata VLM 32 71 0 12 Jun 2023
Precise and Generalized Robustness Certification for Neural Networks Yuanyuan Yuan Shuai Wang Z. Su AAML 51 2 0 11 Jun 2023
FasterViT: Fast Vision Transformers with Hierarchical Attention Ali Hatamizadeh Greg Heinrich Hongxu Yin Andrew Tao J. Álvarez Jan Kautz Pavlo Molchanov ViT 28 67 0 09 Jun 2023
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models? Yifei Ming Yixuan Li OODD VLM 24 38 0 09 Jun 2023
Adaptive Contextual Perception: How to Generalize to New Backgrounds and Ambiguous Objects Zhuofan Ying Peter Hase Joey Tianyi Zhou 34 1 0 09 Jun 2023
ADDP: Learning General Representations for Image Recognition and Generation with Alternating Denoising Diffusion Process Changyao Tian Chenxin Tao Jifeng Dai Hao Li Ziheng Li Lewei Lu Xiaogang Wang Hongsheng Li Gao Huang Xizhou Zhu DiffM 25 9 0 08 Jun 2023
Large-scale Dataset Pruning with Dynamic Uncertainty Muyang He Shuo Yang Tiejun Huang Bo Zhao 36 25 0 08 Jun 2023
Understanding Masked Autoencoders via Hierarchical Latent Variable Models Lingjing Kong Martin Q. Ma Guan-Hong Chen Eric Xing Yuejie Chi Louis-Philippe Morency Kun Zhang 19 30 0 08 Jun 2023
On Pitfalls of Test-Time Adaptation Hao Zhao Yuejiang Liu Alexandre Alahi Tao R. Lin TTA 34 40 0 06 Jun 2023
Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification Jintao Rong Hao Chen Tianrun Chen Linlin Ou Xinyi Yu Yifan Liu VLM VPVLM 15 6 0 04 Jun 2023
ProTeCt: Prompt Tuning for Taxonomic Open Set Classification Tz-Ying Wu Chih-Hui Ho Nuno Vasconcelos VLM 10 5 0 04 Jun 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models Shuo Chen Jindong Gu Zhen Han Yunpu Ma Philip Torr Volker Tresp VPVLM VLM 45 17 0 03 Jun 2023
Consistency-guided Prompt Learning for Vision-Language Models Shuvendu Roy Ali Etemad VLM VPVLM 28 52 0 01 Jun 2023
In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation Julian Bitterwolf Maximilian Müller Matthias Hein OODD 24 83 0 01 Jun 2023
Too Large; Data Reduction for Vision-Language Pre-Training Alex Jinpeng Wang Kevin Qinghong Lin David Junhao Zhang Stan Weixian Lei Mike Zheng Shou VLM 33 24 0 31 May 2023
Are Large Kernels Better Teachers than Transformers for ConvNets? Tianjin Huang Lu Yin Zhenyu Zhang Lijuan Shen Meng Fang Mykola Pechenizkiy Zhangyang Wang Shiwei Liu 38 13 0 30 May 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 71 189 0 29 May 2023
LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections M. Jehanzeb Mirza Leonid Karlinsky Wei Lin Mateusz Koziñski Horst Possegger Rogerio Feris Horst Bischof VLM 50 30 0 29 May 2023
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language Models Shuai Zhao Xiaohan Wang Linchao Zhu Yezhou Yang VLM 34 22 0 29 May 2023
Deeply Coupled Cross-Modal Prompt Learning Xuejing Liu Wei Tang Jinghui Lu Rui Zhao Zhaojun Guo Fei Tan VLM 28 17 0 29 May 2023
Building One-class Detector for Anything: Open-vocabulary Zero-shot OOD Detection Using Text-image Models Yunhao Ge Jie Jessie Ren Jiaping Zhao Kaifeng Chen Andrew Gallagher Laurent Itti Balaji Lakshminarayanan VLM ObjD 26 1 0 26 May 2023
Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception? Felix Wichmann Robert Geirhos 32 25 0 26 May 2023
Three Towers: Flexible Contrastive Learning with Pretrained Image Models Jannik Kossen Mark Collier Basil Mustafa Tianlin Li Xiaohua Zhai Lucas Beyer Andreas Steiner Jesse Berent Rodolphe Jenatton Efi Kokiopoulou VLM 45 11 0 26 May 2023
Delving Deeper into Data Scaling in Masked Image Modeling Cheng Lu Xiaojie Jin Qibin Hou Jun Hao Liew Mingg-Ming Cheng Jiashi Feng 38 4 0 24 May 2023
Non-adversarial Robustness of Deep Learning Methods for Computer Vision Gorana Gojić V. Vincan O. Kundacina D. Mišković Dinu Dragan OOD 30 4 0 24 May 2023
HARD: Hard Augmentations for Robust Distillation Arne F. Nix Max F. Burg Fabian H. Sinz AAML 39 1 0 24 May 2023
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models Natalie Shapira Mosh Levy S. Alavi Xuhui Zhou Yejin Choi Yoav Goldberg Maarten Sap Vered Shwartz LLMAG ELM 31 115 0 24 May 2023
Impact of Light and Shadow on Robustness of Deep Neural Networks Chen-Hao Hu Weiwen Shi Chaoxian Li Jialiang Sun Donghua Wang Jun Wu Guijian Tang AAML 25 1 0 23 May 2023
Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers A. Venkataramanan Assia Benbihi Martin Laviale C´edric Pradalier UQCV 39 7 0 23 May 2023
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality Harman Singh Pengchuan Zhang Qifan Wang Mengjiao MJ Wang Wenhan Xiong Jingfei Du Yu Chen CoGe VLM 29 24 0 23 May 2023
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design Ibrahim M. Alabdulmohsin Xiaohua Zhai Alexander Kolesnikov Lucas Beyer VLM 42 58 0 22 May 2023
Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoning Elise Bishoff Charles Godfrey Myles Mckay E. Byler AAML 16 1 0 18 May 2023
How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses Joana Cabral Costa Tiago Roxo Hugo Manuel Proença Pedro R. M. Inácio AAML 52 50 0 18 May 2023
GeNAS: Neural Architecture Search with Better Generalization Joonhyun Jeong Joonsang Yu Geondo Park Dongyoon Han Y. Yoo 30 4 0 15 May 2023
An Inverse Scaling Law for CLIP Training Xianhang Li Zeyu Wang Cihang Xie VLM CLIP 48 55 0 11 May 2023
Multi-Prompt with Depth Partitioned Cross-Modal Learning Yingjie Tian Yiqi Wang Xianda Guo Zheng Hua Zhu Long Chen VLM 23 0 0 10 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 35 11 0 10 May 2023
Mining bias-target Alignment from Voronoi Cells Rémi Nahon Van-Tam Nguyen Enzo Tartaglione 29 5 0 05 May 2023
Adversary Aware Continual Learning Muhammad Umer R. Polikar AAML 25 2 0 27 Apr 2023
FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations Ioannis Sarridis C. Koutlis Symeon Papadopoulos Christos Diou 37 9 0 27 Apr 2023
DataComp: In search of the next generation of multimodal datasets S. Gadre Gabriel Ilharco Alex Fang J. Hayase Georgios Smyrnis ... A. Dimakis J. Jitsev Y. Carmon Vaishaal Shankar Ludwig Schmidt VLM 30 413 0 27 Apr 2023
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer QiHao Zhao Yangyu Huang Wei Hu Fan Zhang Jun Liu ViT 22 14 0 24 Apr 2023
Benchmarking Low-Shot Robustness to Natural Distribution Shifts Aaditya K. Singh Kartik Sarangmath Prithvijit Chattopadhyay Judy Hoffman OOD 44 1 0 21 Apr 2023
RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching Models Seulki Park Daeho Um Hajung Yoon Sanghyuk Chun Sangdoo Yun Jin Young Choi 38 2 0 21 Apr 2023
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget Johannes Lehner Benedikt Alkin Andreas Fürst Elisabeth Rumetshofer Lukas Miklautz Sepp Hochreiter 29 18 0 20 Apr 2023
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images Bingchen Zhao Jiahao Wang Wufei Ma Artur Jesslen Si-Jia Yang Shaozuo Yu O. Zendel Christian Theobalt Alan Yuille Adam Kortylewski 37 8 0 17 Apr 2023