AugLy: Data Augmentations for Robustness

17 January 2022

Papers citing "AugLy: Data Augmentations for Robustness"

34 / 34 papers shown

Title
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification Shuhan Cui H. Nguyen Trung-Nghia Le Chun-Shien Lu Isao Echizen 13 0 0 26 Jul 2024
Towards Massive Multilingual Holistic Bias Xiaoqing Ellen Tan Prangthip Hansanti Carleigh Wood Bokai Yu C. Ropers Marta R. Costa-jussá 33 1 0 29 Jun 2024
Clarifying Myths About the Relationship Between Shape Bias, Accuracy, and Robustness Zahra Golpayegani Patrick St-Amant Nizar Bouguila 19 1 0 07 Jun 2024
Can we Defend Against the Unknown? An Empirical Study About Threshold Selection for Neural Network Monitoring Khoi Tran Dang Kevin Delmas Jérémie Guiochet Joris Guérin 35 1 0 14 May 2024
RoDLA: Benchmarking the Robustness of Document Layout Analysis Models Yufan Chen Jiaming Zhang Kunyu Peng Junwei Zheng Ruiping Liu Philip H. S. Torr Rainer Stiefelhagen OOD 21 5 0 21 Mar 2024
Boosting Generalization with Adaptive Style Techniques for Fingerprint Liveness Detection Kexin Zhu Bo Lin Yang Qiu Adam Yule Yao Tang Jiajun Liang 8 0 0 20 Oct 2023
SOTASTREAM: A Streaming Approach to Machine Translation Training Matt Post Thamme Gowda Roman Grundkiewicz Huda Khayrallah Rohit Jain Marcin Junczys-Dowmunt 11 5 0 14 Aug 2023
URET: Universal Robustness Evaluation Toolkit (for Evasion) Kevin Eykholt Taesung Lee D. Schales Jiyong Jang Ian Molloy Masha Zorin AAML 23 5 0 03 Aug 2023
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition Shubham Jain Ana-Maria Cretu Antoine Cully Yves-Alexandre de Montjoye 17 2 0 20 Jun 2023
The 2023 Video Similarity Dataset and Challenge Ed Pizzi Giorgos Kordopatis-Zilos Hiral Patel Gheorghe Postelnicu Sugosh Nagavara Ravindra A. Gupta Symeon Papadopoulos Giorgos Tolias Matthijs Douze 17 7 0 15 Jun 2023
Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale Marta R. Costa-jussá Pierre Yves Andrews Eric Michael Smith Prangthip Hansanti C. Ropers Elahe Kalbassi Cynthia Gao Daniel Licht Carleigh Wood 27 15 0 22 May 2023
Enhancing object detection robustness: A synthetic and natural perturbation approach N. Premakumara B. Jalaeian N. Suri H. Samani 9 3 0 20 Apr 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 8 173 0 27 Mar 2023
VADER: Video Alignment Differencing and Retrieval Alexander Black Simon Jenni Tu Bui Md. Mehrab Tanjim Stefano Petrangeli Ritwik Sinha Viswanathan Swaminathan John Collomosse 10 2 0 23 Mar 2023
Data Augmentation for Neural NLP Domagoj Pluscec Jan Snajder 6 6 0 22 Feb 2023
Audio-Visual Contrastive Learning with Temporal Self-Supervision Simon Jenni Alexander Black John Collomosse SSL 12 11 0 15 Feb 2023
HateProof: Are Hateful Meme Detection Systems really Robust? Piush Aggarwal Pranit Chawla Mithun Das Punyajoy Saha Binny Mathew Torsten Zesch Animesh Mukherjee AAML 6 8 0 11 Feb 2023
Joint Engagement Classification using Video Augmentation Techniques for Multi-person Human-robot Interaction Y. Kim Huili Chen Sharifa Alghowinem C. Breazeal Hae Won Park 13 2 0 28 Dec 2022
An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty Zhijie Wang Yuheng Huang L. Ma Haruki Yokoyama Susumu Tokumoto Kazuki Munakata 13 4 0 13 Dec 2022
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others Zhiheng Li Ivan Evtimov Albert Gordo C. Hazirbas Tal Hassner Cristian Canton Ferrer Chenliang Xu Mark Ibrahim 13 68 0 09 Dec 2022
Out-Of-Distribution Detection Is Not All You Need Joris Guérin Kevin Delmas Raul Sena Ferreira Jérémie Guiochet OODD 14 31 0 29 Nov 2022
Visual Programming: Compositional visual reasoning without training Tanmay Gupta Aniruddha Kembhavi ReLM VLM LRM 22 397 0 18 Nov 2022
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson Gordon Lim Yutong Ai David Kuang Kevin Leach OODD OOD 14 18 0 14 Oct 2022
Toxicity in Multilingual Machine Translation at Scale Marta R. Costa-jussá Eric Michael Smith C. Ropers Daniel Licht Jean Maillard Javier Ferrando Carlos Escolano 19 24 0 06 Oct 2022
Active Image Indexing Pierre Fernandez Matthijs Douze Hervé Jégou Teddy Furon VLM 18 8 0 05 Oct 2022
Augraphy: A Data Augmentation Library for Document Images Alexander Groleau Kok Wei Chee Stefan Larson Samay Maini Jonathan Boarman 10 10 0 30 Aug 2022
Hybrid Multimodal Feature Extraction, Mining and Fusion for Sentiment Analysis Jia Li Ziyang Zhang Jun Lang Yueqi Jiang Liuwei An ... Sheng Gao Jie Lin Chunxiao Fan Xiao Sun Meng Wang 36 30 0 05 Aug 2022
FairDistillation: Mitigating Stereotyping in Language Models Pieter Delobelle Bettina Berendt 20 8 0 10 Jul 2022
Adversarial Text Normalization Joanna Bitton Maya Pavlova Ivan Evtimov AAML 9 2 0 08 Jun 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 65 128 0 18 May 2022
A Survey on Uncertainty Toolkits for Deep Learning Maximilian Pintz Joachim Sicking Maximilian Poretschkin Maram Akila ELM 15 6 0 02 May 2022
Results and findings of the 2021 Image Similarity Challenge Zoe Papakipos Giorgos Tolias Tomás Jenícek Ed Pizzi Shuhei Yokoo ... Sanjay V. Addicam S. M. Papadakis Cristian Canton Ferrer Ondřej Chum Matthijs Douze 8 12 0 08 Feb 2022
A Survey on Data Augmentation for Text Classification Markus Bayer M. Kaufhold Christian A. Reuter 18 255 0 07 Jul 2021
The 2021 Image Similarity Dataset and Challenge Matthijs Douze Giorgos Tolias Ed Pizzi Zoe Papakipos L. Chanussot ... Maxim Maximov Laura Leal-Taixé Ismail Elezi Ondřej Chum Cristian Canton Ferrer 15 59 0 17 Jun 2021