Emily Denton - RankMe

50 papers A* 4C 2Journal 31Unranked 13

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	SoUnD Framework: Analyzing (So)cial Representation in (Un)structured (D)ata. AIES (1) Mark Diaz, Sunipa Dev, Emily Reif, Emily Denton, Vinodkumar Prabhakaran
2023	—	`conf`	"I wouldn't say offensive but...": Disability-Centered Perspectives on Large Language Models. FAccT Vinitha Gadiraju, Shaun K. Kane, Sunipa Dev, Alex S. Taylor, Ding Wang, Emily Denton, Robin Brewer
2023	—	`conf`	AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia. FAccT Rida Qadri, Renee Shelby, Cynthia L. Bennett, Emily Denton
2023	J	`jnl`	AI's Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia. CoRR Rida Qadri, Renee Shelby, Cynthia L. Bennett, Emily Denton
2023	J	`jnl`	From Human to Data to Dataset: Mapping the Traceability of Human Subjects in Computer Vision Datasets. Proc. ACM Hum. Comput. Interact. Morgan Klaus Scheuerman, Katy Weathington, Tarun Mugunthan, Emily Denton, Casey Fiesler
2023	—	`conf`	Interrogating the T in FAccT. FAccT Eric Corbett, Emily Denton
2023	—	`conf`	Power and Public Participation in AI. EAAMO Eric Corbett, Emily Denton, Sheena Erete
2022	J	`jnl`	City-Wide Perceptions of Neighbourhood Quality using Street View Images. CoRR Emily Muller, Emily Gemmell, Ishmam Choudhury, Ricky Nathvani, Antje Barbara Metzler, James E. Bennett, Emily Denton, Seth R. Flaxman, Majid Ezzati
2022	—	`conf`	CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation. FAccT Mark Díaz, Ian D. Kivlichan, Rachel Rosen, Dylan K. Baker, Razvan Amironesei, Vinodkumar Prabhakaran, Emily Denton
2022	J	`jnl`	CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation. CoRR Mark Diaz, Ian D. Kivlichan, Rachel Rosen, Dylan K. Baker, Razvan Amironesei, Vinodkumar Prabhakaran, Emily Denton
2022	J	`jnl`	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. CoRR Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Raphael Gontijo Lopes, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi
2021	—	`conf`	AI and the Everything in the Whole Wide World Benchmark. NeurIPS Datasets and Benchmarks Inioluwa Deborah Raji, Emily Denton, Emily M. Bender, Alex Hanna, Amandalynne Paullada
2021	J	`jnl`	AI and the Everything in the Whole Wide World Benchmark. CoRR Inioluwa Deborah Raji, Emily M. Bender, Amandalynne Paullada, Emily Denton, Alex Hanna
2021	—	`conf`	Artsheets for Art Datasets. NeurIPS Datasets and Benchmarks Ramya Srinivasan, Emily Denton, Jordan Famularo, Negar Rostamzadeh, Fernando Diaz, Beth Coleman
2021	J	`jnl`	Data and its (dis)contents: A survey of dataset development and use in machine learning research. Patterns Amandalynne Paullada, Inioluwa Deborah Raji, Emily M. Bender, Emily Denton, Alex Hanna
2021	J	`jnl`	Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development. CoRR Morgan Klaus Scheuerman, Emily Denton, Alex Hanna
2021	J	`jnl`	Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development. Proc. ACM Hum. Comput. Interact. Morgan Klaus Scheuerman, Alex Hanna, Emily Denton
2021	J	`jnl`	Ethics and Creativity in Computer Vision. CoRR Negar Rostamzadeh, Emily Denton, Linda Petrini
2021	J	`jnl`	Notes on Problem Formulation in Machine Learning. IEEE Technol. Soc. Mag. Razvan Amironesei, Emily Denton, Umesh Ghanekar
2021	J	`jnl`	On the genealogy of machine learning datasets: A critical history of ImageNet. Big Data Soc. Emily Denton, Alex Hanna, Razvan Amironesei, Andrew Smart, Hilary Nicole
2021	—	`conf`	Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research. NeurIPS Datasets and Benchmarks Bernard Koch, Emily Denton, Alex Hanna, Jacob G. Foster
2021	J	`jnl`	Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research. CoRR Bernard Koch, Emily Denton, Alex Hanna, Jacob G. Foster
2021	—	`conf`	Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure. FAccT Ben Hutchinson, Andrew Smart, Alex Hanna, Emily Denton, Christina Greer, Oddur Kjartansson, Parker Barnes, Margaret Mitchell
2021	J	`jnl`	Whose Ground Truth? Accounting for Individual and Collective Identities Underlying Dataset Annotation. CoRR Emily Denton, Mark Díaz, Ian Kivlichan, Vinodkumar Prabhakaran, Rachel Rosen
2020	—	`conf`	Algorithmically encoded identities: reframing human classification. FAT* Dylan K. Baker, Alex Hanna, Emily Denton
2020	J	`jnl`	Bringing the People Back In: Contesting Benchmark Machine Learning Datasets. CoRR Emily Denton, Alex Hanna, Razvan Amironesei, Andrew Smart, Hilary Nicole, Morgan Klaus Scheuerman
2020	J	`jnl`	Characterising Bias in Compressed Models. CoRR Sara Hooker, Nyalleng Moorosi, Gregory Clark, Samy Bengio, Emily Denton
2020	—	`conf`	CtrlZ.AI zine fair: critical perspectives. FAT* Alex Hanna, Emily Denton
2020	J	`jnl`	Data and its (dis)contents: A survey of dataset development and use in machine learning research. CoRR Amandalynne Paullada, Inioluwa Deborah Raji, Emily M. Bender, Emily Denton, Alex Hanna
2020	C	`conf`	Diversity and Inclusion Metrics in Subset Selection. AIES Margaret Mitchell, Dylan K. Baker, Nyalleng Moorosi, Emily Denton, Ben Hutchinson, Alex Hanna, Timnit Gebru, Jamie Morgenstern
2020	J	`jnl`	Diversity and Inclusion Metrics in Subset Selection. CoRR Margaret Mitchell, Dylan K. Baker, Nyalleng Moorosi, Emily Denton, Ben Hutchinson, Alex Hanna, Timnit Gebru, Jamie Morgenstern
2020	C	`conf`	Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing. AIES Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell, Joy Buolamwini, Joonseok Lee, Emily Denton
2020	J	`jnl`	Saving Face: Investigating the Ethical Concerns of Facial Recognition Auditing. CoRR Inioluwa Deborah Raji, Timnit Gebru, Margaret Mitchell, Joy Buolamwini, Joonseok Lee, Emily Denton
2020	A*	`conf`	Social Biases in NLP Models as Barriers for Persons with Disabilities. ACL Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl
2020	J	`jnl`	Social Biases in NLP Models as Barriers for Persons with Disabilities. CoRR Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl
2020	J	`jnl`	Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure. CoRR Ben Hutchinson, Andrew Smart, Alex Hanna, Emily Denton, Christina Greer, Oddur Kjartansson, Parker Barnes, Margaret Mitchell
2020	—	`conf`	Towards a critical race methodology in algorithmic fairness. FAT* Alex Hanna, Emily Denton, Andrew Smart, Jamila Smith-Loud
2020	J	`jnl`	Unintended machine learning biases as social barriers for persons with disabilitiess. ACM SIGACCESS Access. Comput. Ben Hutchinson, Vinodkumar Prabhakaran, Emily Denton, Kellie Webster, Yu Zhong, Stephen Denuyl
2019	J	`jnl`	Detecting Bias with Generative Counterfactual Face Attribute Augmentation. CoRR Emily Denton, Ben Hutchinson, Margaret Mitchell, Timnit Gebru
2019	J	`jnl`	Towards a Critical Race Methodology in Algorithmic Fairness. CoRR Alex Hanna, Emily Denton, Andrew Smart, Jamila Smith-Loud
2018	J	`jnl`	Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning. CoRR Sainbayar Sukhbaatar, Emily Denton, Arthur Szlam, Rob Fergus
2018	A*	`conf`	Modeling Others using Oneself in Multi-Agent Reinforcement Learning. ICML Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
2018	J	`jnl`	Modeling Others using Oneself in Multi-Agent Reinforcement Learning. CoRR Roberta Raileanu, Emily Denton, Arthur Szlam, Rob Fergus
2018	A*	`conf`	Stochastic Video Generation with a Learned Prior. ICML Emily Denton, Rob Fergus
2018	J	`jnl`	Stochastic Video Generation with a Learned Prior. CoRR Emily Denton, Rob Fergus
2017	J	`jnl`	Unsupervised Learning of Disentangled Representations from Video. CoRR Emily Denton, Vighnesh Birodkar
2015	A*	`conf`	User Conditional Hashtag Prediction for Images. KDD Emily Denton, Jason Weston, Manohar Paluri, Lubomir D. Bourdev, Rob Fergus
2014	J	`jnl`	ChromoHub V2: cancer genomics. Bioinform. Muhammad A. Shah, Emily Denton, Lihua Liu, Matthieu Schapira
2014	J	`jnl`	Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation. CoRR Emily Denton, Wojciech Zaremba, Joan Bruna, Yann LeCun, Rob Fergus
2012	J	`jnl`	ChromoHub: a data hub for navigators of chromatin-mediated signalling. Bioinform. Lihua Liu, Xi Ting Zhen, Emily Denton, Brian D. Marsden, Matthieu Schapira