Natural Adversarial Examples

16 July 2019

Papers citing "Natural Adversarial Examples"

50 / 1,023 papers shown

Title
HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling Yubin Wang Xinyang Jiang De Cheng Wenli Sun Dongsheng Li Cairong Zhao VLM 40 0 0 27 Aug 2024
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets Sven Oehri Nikolas Ebert Ahmed Abdullah Didier Stricker Oliver Wasenmüller ViT 26 5 0 26 Aug 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation Yushun Tang Shuoshuo Chen Zhihe Lu Xinchao Wang Zhihai He 34 1 0 26 Aug 2024
Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models Shuai Fu Xiequn Wang Qiushi Huang Yu Zhang VLM 37 2 0 26 Aug 2024
Online Zero-Shot Classification with CLIP Qi Qian Juhua Hu VLM 32 4 0 23 Aug 2024
Approaching Deep Learning through the Spectral Dynamics of Weights David Yunis Kumar Kshitij Patel Samuel Wheeler Pedro H. P. Savarese Gal Vardi Karen Livescu Michael Maire Matthew R. Walter 47 3 0 21 Aug 2024
Statistical Challenges with Dataset Construction: Why You Will Never Have Enough Images Josh Goldman John K. Tsotsos 33 1 0 20 Aug 2024
Say My Name: a Model's Bias Discovery Framework Massimiliano Ciranni Luca Molinaro C. Barbano A. Fiandrotti Vittorio Murino Vito Paolo Pastore Enzo Tartaglione 30 3 0 18 Aug 2024
Linking Robustness and Generalization: A k* Distribution Analysis of Concept Clustering in Latent Space for Vision Models Shashank Kotyan Pin-Yu Chen Danilo Vasconcellos Vargas OOD 31 0 0 17 Aug 2024
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Eman Ali Sathira Silva Muhammad Haris Khan VLM 29 0 0 16 Aug 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 40 1 0 15 Aug 2024
Efficient Test-Time Prompt Tuning for Vision-Language Models Yuhan Zhu Guozhen Zhang Chen Xu Haocheng Shen Xiaoxin Chen Gangshan Wu Limin Wang VLM 29 2 0 11 Aug 2024
Efficient and Versatile Robust Fine-Tuning of Zero-shot Models Sungyeon Kim Boseung Jeong Donghyun Kim Suha Kwak VLM 26 2 0 11 Aug 2024
UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling Haider Al-Tahan Q. Garrido Randall Balestriero Diane Bouchacourt C. Hazirbas Mark Ibrahim VLM 65 10 0 09 Aug 2024
CAS-ViT: Convolutional Additive Self-attention Vision Transformers for Efficient Mobile Applications Tianfang Zhang Lei Li Yang Zhou Wentao Liu Chen Qian Xiangyang Ji ViT 28 10 0 07 Aug 2024
Pre-trained Encoder Inference: Revealing Upstream Encoders In Downstream Machine Learning Services Shaopeng Fu Xuexue Sun Ke Qing Tianhang Zheng Di Wang AAML MIACV SILM 48 0 0 05 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Naresh Boddeti 29 4 0 05 Aug 2024
Resilience and Security of Deep Neural Networks Against Intentional and Unintentional Perturbations: Survey and Research Challenges Sazzad Sayyed Milin Zhang Shahriar Rifat A. Swami Michael De Lucia Francesco Restuccia 28 1 0 31 Jul 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 26 19 0 31 Jul 2024
Prompt-Driven Contrastive Learning for Transferable Adversarial Attacks Hunmin Yang Jongoh Jeong Kuk-Jin Yoon AAML VLM 58 4 0 30 Jul 2024
Diffusion Feedback Helps CLIP See Better Wenxuan Wang Quan-Sen Sun Fan Zhang Yepeng Tang Jing Liu Xinlong Wang VLM 38 14 0 29 Jul 2024
Advancing Prompt Learning through an External Layer Fangming Cui Xun Yang Chao Wu Liang Xiao Xinmei Tian VLM 34 1 0 29 Jul 2024
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective Jingren Liu Zhong Ji Yunlong Yu Jiale Cao Yanwei Pang Jungong Han Xuelong Li CLL 32 3 0 24 Jul 2024
Selective Vision-Language Subspace Projection for Few-shot CLIP Xingyu Zhu Beier Zhu Yi Tan Shuo Wang Yanbin Hao H. Zhang VLM 38 3 0 24 Jul 2024
Category-Extensible Out-of-Distribution Detection via Hierarchical Context Descriptions Kai-Chun Liu Zhihang Fu Chao Chen Sheng Jin Ze Chen Mingyuan Tao Rongxin Jiang Jieping Ye VLM OODD 56 4 0 23 Jul 2024
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models Raza Imam Hanan Gani Muhammad Huzaifa Karthik Nandakumar VLM 35 2 0 22 Jul 2024
Towards Robust Vision Transformer via Masked Adaptive Ensemble Fudong Lin Jiadong Lou Xu Yuan Nianfeng Tzeng ViT AAML 28 1 0 22 Jul 2024
Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning Jingchen Sun Rohan Sharma Vishnu Suresh Lokhande Changyou Chen 36 0 0 22 Jul 2024
Robust Calibration of Large Vision-Language Adapters Balamurali Murugesan Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz OODD VLM 32 6 0 18 Jul 2024
CoAPT: Context Attribute words for Prompt Tuning Gun Lee Subin An Sungyong Baik Soochahn Lee VPVLM VLM 35 1 0 18 Jul 2024
Uncertainty Calibration with Energy Based Instance-wise Scaling in the Wild Dataset Mijoo Kim Junseok Kwon UQCV 27 1 0 17 Jul 2024
Distribution Alignment for Fully Test-Time Adaptation with Dynamic Online Data Streams Ziqiang Wang Zhixiang Chi Yanan Wu Li Gu Zhi Liu Konstantinos Plataniotis Yang Wang OOD TTA 36 2 0 16 Jul 2024
Self-Guided Generation of Minority Samples Using Diffusion Models Soobin Um Jong Chul Ye DiffM 23 4 0 16 Jul 2024
Unconstrained Open Vocabulary Image Classification: Zero-Shot Transfer from Text to Image via CLIP Inversion Philipp Allgeuer Kyra Ahrens Stefan Wermter CLIP VLM 27 3 0 15 Jul 2024
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition Xiao-Li Li Yining Liu Na Dong Sitian Qin Xiaolin Hu 36 3 0 15 Jul 2024
Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness Honghao Chen Yurong Zhang Xiaokun Feng Xiangxiang Chu Kaiqi Huang AAML 30 5 0 12 Jul 2024
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning Yi Zhang Chun-Wun Cheng Ke Yu Zhihai He Carola-Bibiane Schonlieb Angelica I Aviles-Rivero VLM 39 2 0 11 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization Jinlong Li Zequn Jie Elisa Ricci Lin Ma N. Sebe VLM 34 1 0 11 Jul 2024
OpenCIL: Benchmarking Out-of-Distribution Detection in Class-Incremental Learning Wenjun Miao Guansong Pang Trong-Tung Nguyen Ruohang Fang Jin Zheng Xiao Bai OODD 34 1 0 08 Jul 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister O. Freifeld ViT MDE 22 51 0 08 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Yuhan Zhu Yuyang Ji Zhiyu Zhao Gangshan Wu Limin Wang VLM 39 7 0 05 Jul 2024
Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners Mushui Liu Bozheng Li Yunlong Yu VLM CLIP 21 2 0 04 Jul 2024
PECTP: Parameter-Efficient Cross-Task Prompts for Incremental Vision Transformer Qian Feng Hanbin Zhao Chao Zhang Jiahua Dong Henghui Ding Yu-Gang Jiang Hui Qian VLM 37 3 0 04 Jul 2024
Improving Zero-shot Generalization of Learned Prompts via Unsupervised Knowledge Distillation Marco Mistretta Alberto Baldrati Marco Bertini Andrew D. Bagdanov VPVLM VLM 35 6 0 03 Jul 2024
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning Bac Nguyen Stefan Uhlich Fabien Cardinaux Lukas Mauch Marzieh Edraki Aaron Courville OODD CLL VLM 52 3 0 03 Jul 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling Frederic Z. Zhang Paul Albert Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad MoMe 47 7 0 03 Jul 2024
Conceptual Codebook Learning for Vision-Language Models Yi Zhang Ke Yu Siqi Wu Zhihai He VLM 45 2 0 02 Jul 2024
FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources Xiyuan Wei Fanjiang Ye Ori Yonay Xingyu Chen Baixi Sun Dingwen Tao Tianbao Yang VLM CLIP 46 2 0 01 Jul 2024
GalLoP: Learning Global and Local Prompts for Vision-Language Models Marc Lafon Elias Ramzi Clément Rambour Nicolas Audebert Nicolas Thome VLM 29 8 0 01 Jul 2024
Minimal Interaction Edge Tuning: A New Paradigm for Visual Adaptation Ningyuan Tang Minghao Fu Jianxin Wu VLM 39 0 0 25 Jun 2024