Large image datasets: A pyrrhic win for computer vision?

24 June 2020

Papers citing "Large image datasets: A pyrrhic win for computer vision?"

50 / 84 papers shown

Title
A Survey on Unlearnable Data Jiahao Li Yiqiang Chen Yunbing Xing Yang Gu Xiangyuan Lan AAML 58 0 0 30 Mar 2025
A Systematic Review of Open Datasets Used in Text-to-Image (T2I) Gen AI Model Safety Rakeen Rouf Trupti Bavalatti Osama Ahmed Dhaval Potdar Faraz Jawed EGVM 72 1 0 23 Feb 2025
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset Khaoula Chehbouni Jonathan Colaço-Carr Yash More Jackie CK Cheung G. Farnadi 78 0 0 12 Nov 2024
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation Ye Sun Hao Zhang Tiehua Zhang Xingjun Ma Yu-Gang Jiang VLM 37 3 0 13 Oct 2024
Ethical Challenges in Computer Vision: Ensuring Privacy and Mitigating Bias in Publicly Available Datasets Ghalib Ahmed Tahir 22 0 0 31 Aug 2024
Strategic Behavior and AI Training Data Christian Peukert Florian Abeillon Jérémie Haese Franziska Kaiser Alexander Staub 24 3 0 29 Apr 2024
A Decade's Battle on Dataset Bias: Are We There Yet? Zhuang Liu Kaiming He 44 28 0 13 Mar 2024
Corrective Machine Unlearning Shashwat Goel Ameya Prabhu Philip Torr Ponnurangam Kumaraguru Amartya Sanyal OnRL 42 14 0 21 Feb 2024
Generalized People Diversity: Learning a Human Perception-Aligned Diversity Representation for People Images Hansa Srinivasan Candice Schumann Aradhana Sinha David Madras Gbolahan O. Olanubi Alex Beutel Susanna Ricco Jilin Chen 32 5 0 25 Jan 2024
Digital Divides in Scene Recognition: Uncovering Socioeconomic Biases in Deep Learning Systems Michelle R. Greene Mariam Josyula Wentao Si Jennifer A. Hart 45 0 0 23 Jan 2024
Synocene, Beyond the Anthropocene: De-Anthropocentralising Human-Nature-AI Interaction Isabelle Hupont Marina Wainer Sam Nester Sylvie Tissot Lucía Iglesias-Blanco S. Baldassarri 30 2 0 13 Dec 2023
Segue: Side-information Guided Generative Unlearnable Examples for Facial Privacy Protection in Real World Zhiling Zhang Jie Zhang Kui Zhang Wenbo Zhou Weiming Zhang Neng H. Yu 32 1 0 24 Oct 2023
Prototype-based Dataset Comparison Nanne van Noord 31 6 0 05 Sep 2023
Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion Isha Rawal Alexander Matyasko Shantanu Jaiswal Basura Fernando Cheston Tan 21 2 0 15 Jun 2023
AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia Rida Qadri Renee Shelby Cynthia L. Bennett Emily Denton 29 67 0 19 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 128 1,152 0 17 May 2023
Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples Wanzhu Jiang Yunfeng Diao He Wang Jianxin Sun Ming Wang Richang Hong 50 18 0 16 May 2023
Racial Bias within Face Recognition: A Survey Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon FaML 38 10 0 01 May 2023
Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis Simone Lazier Saravanan Thirumuruganathan Hadis Anahideh 29 3 0 25 Apr 2023
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias Noa Garcia Yusuke Hirota Yankun Wu Yuta Nakashima EGVM 43 51 0 06 Apr 2023
An investigation of licensing of datasets for machine learning based on the GQM model Junyu Chen Norihiro Yoshida Hiroaki Takada 33 2 0 24 Mar 2023
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 26 29 0 10 Mar 2023
A toolkit of dilemmas: Beyond debiasing and fairness formulas for responsible AI/ML Andrés Domínguez Hernández Vassilis Galanos 24 4 0 03 Mar 2023
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness Felix Friedrich Manuel Brack Lukas Struppek Dominik Hintersdorf P. Schramowski Sasha Luccioni Kristian Kersting 38 120 0 07 Feb 2023
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification Gorka Abad Jing Xu Stefanos Koffas Behrad Tajalli S. Picek Mauro Conti AAML 63 5 0 03 Feb 2023
The Entoptic Field Camera as Metaphor-Driven Research-through-Design with AI Technologies J. Benjamin Heidi R. Biggs Arne Berger Julija Rukanskait.e Michael Heidt Nick Merrill James Pierce Joseph Lindley 27 19 0 23 Jan 2023
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs Fabian Falck Christopher Williams D. Danks George Deligiannidis C. Yau Chris Holmes Arnaud Doucet M. Willetts 36 8 0 19 Jan 2023
Accuracy and Fidelity Comparison of Luna and DALL-E 2 Diffusion-Based Image Generation Systems Michael Cahyadi M. Rafi William Shan Jurike V. Moniaga Henry Lucky 35 4 0 05 Jan 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 521 0 02 Jan 2023
Evaluation for Change Rishi Bommasani ELM 40 0 0 20 Dec 2022
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder Qi Tian Kun Kuang Ke Jiang Furui Liu Zhihua Wang Fei Wu 22 7 0 04 Dec 2022
The Grind for Good Data: Understanding ML Practitioners' Struggles and Aspirations in Making Good Data Inha Cha Juhyun Oh Cheul Young Park Jiyoon Han Hwalsuk Lee 29 2 0 28 Nov 2022
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research J. Bornschein Alexandre Galashov Ross Hemsley Amal Rannen-Triki Yutian Chen ... Angeliki Lazaridou Yee Whye Teh Andrei A. Rusu Razvan Pascanu MarcÁurelio Ranzato OOD VLM AI4TS 39 17 0 15 Nov 2022
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models P. Schramowski Manuel Brack Bjorn Deiseroth Kristian Kersting 42 272 0 09 Nov 2022
Going In Style: Audio Backdoors Through Stylistic Transformations Stefanos Koffas Luca Pajola S. Picek Mauro Conti 31 23 0 06 Nov 2022
Seeing the Unseen: Errors and Bias in Visual Datasets Hongrui Jin 29 0 0 03 Nov 2022
Generative Poisoning Using Random Discriminators Dirren van Vlijmen A. Kolmus Zhuoran Liu Zhengyu Zhao Martha Larson 26 2 0 02 Nov 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification Dora Zhao Jerone T. A. Andrews Alice Xiang FaML 45 21 0 21 Oct 2022
Bugs in the Data: How ImageNet Misrepresents Biodiversity A. Luccioni David Rolnick 21 43 0 24 Aug 2022
Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks Tianwei Chen Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Hajime Nagahara VLM 41 0 0 23 Aug 2022
MOVE: Effective and Harmless Ownership Verification via Embedded External Features Yiming Li Linghui Zhu Xiaojun Jia Yang Bai Yong Jiang Shutao Xia Xiaochun Cao Kui Ren AAML 46 12 0 04 Aug 2022
Robots Enact Malignant Stereotypes Andrew Hundt William Agnew V. Zeng Severin Kacianka Matthew C. Gombolay LM&Ro 35 41 0 23 Jul 2022
Breaking Down Out-of-Distribution Detection: Many Methods Based on OOD Training Data Estimate a Combination of the Same Core Quantities Julian Bitterwolf Alexander Meinke Maximilian Augustin Matthias Hein OODD 21 25 0 20 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 87 5,797 0 23 May 2022
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar 37 12 0 20 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 30 160 0 16 May 2022
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications Kaitlyn Zhou Su Lin Blodgett Adam Trischler Hal Daumé Kaheer Suleman Alexandra Olteanu ELM 99 26 0 13 May 2022
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild Chirag Raman Jose Vargas-Quiros Stephanie Tan Ashraful Islam Ekin Gedik Hayley Hung 16 8 0 10 May 2022
Handling and Presenting Harmful Text in NLP Research Hannah Rose Kirk Abeba Birhane Bertie Vidgen Leon Derczynski 18 47 0 29 Apr 2022
Quantifying Societal Bias Amplification in Image Captioning Yusuke Hirota Yuta Nakashima Noa Garcia 19 48 0 29 Mar 2022