Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects

28 November 2018

Papers citing "Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects"

50 / 167 papers shown

Title
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images Hamza Riaz A. Smeaton 41 0 0 05 Apr 2025
A Comprehensive Survey of Foundation Models in Medicine Wasif Khan Seowung Leem Kyle B. See Joshua K. Wong Shaoting Zhang R. Fang AI4CE LM&MA VLM 102 18 0 17 Jan 2025
On the Ability of Deep Networks to Learn Symmetries from Data: A Neural Kernel Theory Andrea Perin Stéphane Deny 90 1 0 16 Dec 2024
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? Shouwei Ruan Hanqin Liu Yao Huang Xiaoqi Wang Caixin Kang Hang Su Yinpeng Dong Xingxing Wei VGen 93 0 0 04 Dec 2024
Optimizing importance weighting in the presence of sub-population shifts Floris Holstege Bram Wouters Noud van Giersbergen C. Diks 24 0 0 18 Oct 2024
Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song OOD 76 2 0 07 Oct 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
Image Class Translation Distance: A Novel Interpretable Feature for Image Classification Mikyla K. Bowen Jesse W. Wilson VLM MedIm 23 0 0 16 Aug 2024
Understanding How Blind Users Handle Object Recognition Errors: Strategies and Challenges Jonggi Hong Hernisa Kacorri HAI 26 2 0 06 Aug 2024
Exploring the Impact of Hand Pose and Shadow on Hand-washing Action Recognition Shengtai Ju A. Reibman CVBM 36 1 0 19 Jun 2024
Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning Jacob Mitchell Springer Vaishnavh Nagarajan Aditi Raghunathan 37 5 0 30 May 2024
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models Shouwei Ruan Yinpeng Dong Hanqing Liu Yao Huang Hang Su Xingxing Wei VLM 45 1 0 18 Apr 2024
How Deep Networks Learn Sparse and Hierarchical Data: the Sparse Random Hierarchy Model Umberto M. Tomasini M. Wyart BDL 29 7 0 16 Apr 2024
ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes H. Malik Muhammad Huzaifa Muzammal Naseer Salman Khan Fahad Shahbaz Khan DiffM 40 2 0 07 Mar 2024
Spuriosity Rankings for Free: A Simple Framework for Last Layer Retraining Based on Object Detection Mohammad Azizmalayeri Reza Abbasi Amir Hosein Haji Mohammad Rezaie Reihaneh Zohrabi Mahdi Amiri M. T. Manzuri M. Rohban 19 0 0 31 Oct 2023
CoinRun: Solving Goal Misgeneralisation Stuart Armstrong Alexandre Maranhao Oliver Daniels-Koch Ioannis Gkioulekas Rebecca Gormann LRM 27 0 0 28 Sep 2023
SHIFT3D: Synthesizing Hard Inputs For Tricking 3D Detectors Hongge Chen Zhao Chen Gregory P. Meyer Dennis Park Carl Vondrick Ashish Shrivastava Yuning Chai 3DPC 15 3 0 11 Sep 2023
Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical Systems Sydney Pugh I. Ruchkin Insup Lee James Weimer AAML OOD 13 0 0 01 Sep 2023
Patient-specific, mechanistic models of tumor growth incorporating artificial intelligence and big data G. Lorenzo Syed Rakin Ahmed D. Hormuth Brenna Vaughn Jayashree Kalpathy-Cramer Luis Solorio T. Yankeelov H. Gómez AI4CE 27 13 0 28 Aug 2023
Approaching human 3D shape perception with neurally mappable models Thomas P. O'Connell Tyler Bonnen Yoni Friedman A. Tewari J. Tenenbaum Vincent Sitzmann Nancy Kanwisher 3DH 3DV 42 6 0 22 Aug 2023
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning Florian Bordes Shashank Shekhar Mark Ibrahim Diane Bouchacourt Pascal Vincent Ari S. Morcos 25 26 0 08 Aug 2023
Improving Viewpoint Robustness for Visual Recognition via Adversarial Training Shouwei Ruan Yinpeng Dong Han Su Jianteng Peng Ning Chen Xingxing Wei 17 5 0 21 Jul 2023
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization Akshay Mehra Yunbei Zhang B. Kailkhura Jihun Hamm 23 2 0 17 Jul 2023
Towards Viewpoint-Invariant Visual Recognition via Adversarial Training Shouwei Ruan Yinpeng Dong Han Su Jianteng Peng Ning Chen Xingxing Wei OOD 22 9 0 16 Jul 2023
A Causal Framework to Unify Common Domain Generalization Approaches N. Zhang Kaican Li Han Gao Weiyan Xie Zhi Lin Z. Li Luning Wang Yongxiang Huang FedML OOD AI4CE 16 2 0 13 Jul 2023
Fooling Contrastive Language-Image Pre-trained Models with CLIPMasterPrints Matthias Anton Freiberger Peter Kun Christian Igel A. Løvlie S. Risi VLM AAML 32 2 0 07 Jul 2023
Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study A. Hekler Roman C. Maron Sarah Haggenmuller Max Schmitt Christoph Wies ... Matthias Goebeler Bastian Schilling Jakob N. Kather E. Krieghoff-Henning T. Brinker 12 3 0 05 Jun 2023
Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception? Felix Wichmann Robert Geirhos 30 25 0 26 May 2023
Consistency Regularization for Domain Generalization with Logit Attribution Matching Han Gao Kaican Li Weiyan Xie Zhi Lin Yongxiang Huang Luning Wang Caleb Chen Cao N. Zhang 13 2 0 13 May 2023
Benchmarking Low-Shot Robustness to Natural Distribution Shifts Aaditya K. Singh Kartik Sarangmath Prithvijit Chattopadhyay Judy Hoffman OOD 36 1 0 21 Apr 2023
Investigating the Nature of 3D Generalization in Deep Neural Networks Shoaib Ahmed Siddiqui David M. Krueger Thomas Breuel 11 2 0 19 Apr 2023
Creating Large Language Model Resistant Exams: Guidelines and Strategies Simon Larsén ELM 14 4 0 18 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 29 8 0 17 Apr 2023
ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification Mohammad Reza Taesiri Giang Nguyen Sarra Habchi C. Bezemer Anh Totti Nguyen VLM 32 20 0 11 Apr 2023
GeoNet: Benchmarking Unsupervised Adaptation across Geographies Tarun Kalluri Wangdong Xu Manmohan Chandraker OOD 18 15 0 27 Mar 2023
Deephys: Deep Electrophysiology, Debugging Neural Networks under Distribution Shifts Anirban Sarkar Matthew Groth I. Mason Tomotake Sasaki Xavier Boix 11 1 0 17 Mar 2023
Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation Joshua Vendrow Saachi Jain Logan Engstrom A. Madry OOD 12 34 0 15 Feb 2023
Shortcut Detection with Variational Autoencoders Nicolas M. Muller Simon Roschmann Shahbaz Khan Philip Sperl Konstantin Böttinger AAML DRL 24 1 0 08 Feb 2023
Model Monitoring and Robustness of In-Use Machine Learning Models: Quantifying Data Distribution Shifts Using Population Stability Index A. Khademi M. Hopka Devesh Upadhyay OOD 30 3 0 01 Feb 2023
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks Tehseen Zia Zeeshan Nisar Shakeeb Murtaza GAN MedIm 21 0 0 21 Jan 2023
AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions Michael A. Alcorn 27 0 0 21 Jan 2023
Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation Hamza Riaz A. Smeaton OOD 29 2 0 17 Jan 2023
Objaverse: A Universe of Annotated 3D Objects Matt Deitke Dustin Schwenk Jordi Salvador Luca Weihs Oscar Michel Eli VanderBilt Ludwig Schmidt Kiana Ehsani Aniruddha Kembhavi Ali Farhadi 22 882 0 15 Dec 2022
You Only Need a Good Embeddings Extractor to Fix Spurious Correlations Raghav Mehta Vítor Albiero Li Chen Ivan Evtimov Tamar Glaser Zhiheng Li Tal Hassner 26 17 0 12 Dec 2022
Contrastive View Design Strategies to Enhance Robustness to Domain Shifts in Downstream Object Detection Kyle Buettner Adriana Kovashka 20 2 0 09 Dec 2022
A Rubric for Human-like Agents and NeuroAI Ida Momennejad 52 14 0 08 Dec 2022
Models Developed for Spiking Neural Networks Shahriar Rezghi Shirsavar A. Vahabie M. Dehaqani 17 4 0 08 Dec 2022
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 9 3,273 0 06 Dec 2022
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases Mazda Moayeri Wenxiao Wang Sahil Singla S. Feizi 58 14 0 05 Dec 2022
Prediction of Scene Plausibility O. Nachmias Ohad Fried Ariel Shamir 3DV 21 0 0 02 Dec 2022