Natural Adversarial Examples

16 July 2019

Papers citing "Natural Adversarial Examples"

50 / 1,025 papers shown

Title
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning Yiqin Lv Qi Wang Dong Liang Zheng Xie 36 2 0 30 Oct 2024
Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models Lu Yu Haiyang Zhang Changsheng Xu AAML VLM 23 3 0 29 Oct 2024
Vector Quantization Prompting for Continual Learning L. Jiao Qiuxia Lai Yu LI Qiang Xu VLM CLL 36 3 0 27 Oct 2024
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion Zhenheng Tang Yonggang Zhang Peijie Dong Y. Cheung Amelie Chi Zhou Bo Han Xiaowen Chu FedML MoMe AI4CE 47 6 0 27 Oct 2024
Enhancing Zero-Shot Vision Models by Label-Free Prompt Distribution Learning and Bias Correcting Xingyu Zhu B. Zhu Yi Tan Shuo Wang Y. Hao Hanwang Zhang VLM VPVLM 32 1 0 25 Oct 2024
Probabilistic Language-Image Pre-Training Sanghyuk Chun Wonjae Kim Song Park Sangdoo Yun MLLM VLM CLIP 111 4 2 24 Oct 2024
WASP: A Weight-Space Approach to Detecting Learned Spuriousness Cristian Daniel Păduraru Antonio Bărbălău Radu Filipescu Andrei Liviu Nicolicioiu Elena Burceanu 23 0 0 24 Oct 2024
Closed-form merging of parameter-efficient modules for Federated Continual Learning Riccardo Salami Pietro Buzzega Matteo Mosconi Jacopo Bonato Luigi Sabetta Simone Calderara FedML MoMe CLL 31 2 0 23 Oct 2024
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping Taolin Zhang J. T. Wang Hang Guo Tao Dai B. Chen Shu-Tao Xia VLM TTA 19 0 0 20 Oct 2024
MomentumSMoE: Integrating Momentum into Sparse Mixture of Experts R. Teo Tan M. Nguyen MoE 31 3 0 18 Oct 2024
NaturalBench: Evaluating Vision-Language Models on Natural Adversarial Samples Baiqi Li Zhiqiu Lin Wenxuan Peng Jean de Dieu Nyandwi Daniel Jiang Zixian Ma Simran Khanuja Ranjay Krishna Graham Neubig Deva Ramanan AAML CoGe VLM 69 21 0 18 Oct 2024
On Partial Prototype Collapse in the DINO Family of Self-Supervised Methods Hariprasath Govindarajan Per Sidén Jacob Roll Fredrik Lindsten 24 2 0 17 Oct 2024
Boosting Imperceptibility of Stable Diffusion-based Adversarial Examples Generation with Momentum Nashrah Haque Xiang Li Zhehui Chen Yanzhao Wu Lei Yu Arun Iyengar Wenqi Wei DiffM AAML 26 0 0 17 Oct 2024
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models Ce Zhang Simon Stepputtis Katia P. Sycara Yaqi Xie VLM 35 5 0 16 Oct 2024
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation Zixin Wang Dong Gong Sen Wang Zi Huang Yadan Luo VLM 34 0 0 16 Oct 2024
CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning Qingqing Cao Mahyar Najibi Sachin Mehta CLIP DiffM 30 1 0 15 Oct 2024
A CLIP-Powered Framework for Robust and Generalizable Data Selection S. M. I. Simon X. Yang Peng Ye Wanli Ouyang Dongzhan Zhou F. Shen 29 1 0 15 Oct 2024
LOBG:Less Overfitting for Better Generalization in Vision-Language Model Chenhao Ding Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Alex C. Kot Yihong Gong VLM 32 1 0 14 Oct 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models Mengyuan Chen Junyu Gao Changsheng Xu VLM OODD 30 0 0 11 Oct 2024
HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter Yumiao Zhao Bo Jiang Xiao Wang Qin Xu Jin Tang VLM 28 0 0 10 Oct 2024
FLIER: Few-shot Language Image Models Embedded with Latent Representations Zhinuo Zhou Peng Zhou Xiaoyong Pan VLM 26 0 0 10 Oct 2024
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models Muhammad Jehanzeb Mirza Mengjie Zhao Zhuoyuan Mao Sivan Doveh Wei Lin ... Yuki Mitsufuji Horst Possegger Rogerio Feris Leonid Karlinsky James Glass VLM 81 1 0 08 Oct 2024
Precise Model Benchmarking with Only a Few Observations Riccardo Fogliato Pratik Patil Nil-Jana Akpinar Mathew Monfort 24 0 0 07 Oct 2024
SELECT: A Large-Scale Benchmark of Data Curation Strategies for Image Classification Benjamin Feuer Jiawei Xu Niv Cohen Patrick Yubeaton Govind Mittal Chinmay Hegde 21 1 0 07 Oct 2024
Understanding and Mitigating Miscalibration in Prompt Tuning for Vision-Language Models Shuoyuan Wang Yixuan Li Hongxin Wei VLM 46 2 0 03 Oct 2024
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation Changdae Oh Yixuan Li Kyungwoo Song Sangdoo Yun Dongyoon Han OOD MoMe 43 4 0 03 Oct 2024
Toward a Holistic Evaluation of Robustness in CLIP Models Weijie Tu Weijian Deng Tom Gedeon VLM 36 5 0 02 Oct 2024
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective Yanan Zhang Jiangmeng Li Lixiang Liu Wenwen Qiang VLM 24 1 0 01 Oct 2024
TSVD: Bridging Theory and Practice in Continual Learning with Pre-trained Models Liangzu Peng Juan Elenter Joshua Agterberg Alejandro Ribeiro René Vidal VLM CLL 44 1 0 01 Oct 2024
Optimising EEG decoding with refined sampling and multimodal feature integration Arash Akbarinia 20 0 0 30 Sep 2024
Leveraging Pre-trained Models for Robust Federated Learning for Kidney Stone Type Recognition Iván Reyes-Amezcua Michael Rojas-Ruiz Gilberto Ochoa-Ruiz Andres Mendez-Vazquez C. Daul 24 0 0 30 Sep 2024
DOTA: Distributional Test-Time Adaptation of Vision-Language Models Zongbo Han Jialong Yang Junfan Li Qinghua Hu Qianli Xu Mike Zheng Shou Changqing Zhang TTA VLM 46 2 0 28 Sep 2024
CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling Jihai Zhang Xiaoye Qu Tong Zhu Yu Cheng 36 7 0 28 Sep 2024
ReliOcc: Towards Reliable Semantic Occupancy Prediction via Uncertainty Learning Song Wang Zhongdao Wang Jiawei Yu Wentong Li Bailan Feng Junbo Chen Jianke Zhu UQCV 29 3 0 26 Sep 2024
HydraViT: Stacking Heads for a Scalable ViT Janek Haberer A. Hojjat Olaf Landsiedel 26 0 0 26 Sep 2024
Cascade Prompt Learning for Vision-Language Model Adaptation Ge Wu Xin Zhang Zheng Li Zhaowei Chen Jiajun Liang Jian Yang Xiang Li VLM 22 7 0 26 Sep 2024
P4Q: Learning to Prompt for Quantization in Visual-language Models H. Sun Runqi Wang Yanjing Li Xianbin Cao Xiaolong Jiang Yao Hu Baochang Zhang MQ VLM 37 0 0 26 Sep 2024
PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization Yao Ni Shan Zhang Piotr Koniusz 131 2 0 25 Sep 2024
Explicitly Modeling Pre-Cortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness Lucas Piper Arlindo L. Oliveira Tiago Marques 25 1 0 25 Sep 2024
Scalable Ensemble Diversification for OOD Generalization and Detection Alexander Rubinstein Luca Scimeca Damien Teney Seong Joon Oh BDL OOD 353 1 0 25 Sep 2024
Dynamic Integration of Task-Specific Adapters for Class Incremental Learning Jiashuo Li Shaokun Wang Bo Qian Yuhang He Xing Wei Qiang Wang Yihong Gong CLL 80 1 0 23 Sep 2024
Multiple-Exit Tuning: Towards Inference-Efficient Adaptation for Vision Transformer Zheng Liu Jinchao Zhu Nannan Li Gao Huang 27 0 0 21 Sep 2024
LPT++: Efficient Training on Mixture of Long-tailed Experts Bowen Dong Pan Zhou W. Zuo VLM 34 0 0 17 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 93 0 0 14 Sep 2024
Control+Shift: Generating Controllable Distribution Shifts Roy Friedman Rhea Chowers 39 0 0 12 Sep 2024
Seeing Through the Mask: Rethinking Adversarial Examples for CAPTCHAs Yahya Jabary Andreas Plesner Turlan Kuzhagaliyev Roger Wattenhofer AAML 27 0 0 09 Sep 2024
Optimizing CLIP Models for Image Retrieval with Maintained Joint-Embedding Alignment Konstantin Schall Kai Uwe Barthel Nico Hezel Klaus Jung VLM 31 3 0 03 Sep 2024
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentation Alberto Bacchin Davide Allegro Stefano Ghidoni Emanuele Menegatti 42 1 0 02 Sep 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail M. Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 45 3 0 30 Aug 2024
Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection Jinglun Li Xinyu Zhou Pinxue Guo Yixuan Sun Yiwen Huang Weifeng Ge Wenqiang Zhang 33 2 0 28 Aug 2024