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Workshop/AI4Mat
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https://openreview.net/forum?id=jtAXitX6dh
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oral
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NeurIPS2023
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NaT
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[
"James Minuse Stevenson"
] |
Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries
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https://openreview.net/forum?id=iSFsLFsGYX
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kiyou Shibata",
"Teruyasu Mizoguchi"
] |
Message Passing Neural Network for Predicting Dipole Moment Dependent Core Electron Excitation Spectra
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Workshop/AI4Mat
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https://openreview.net/forum?id=ezuhvZAaUF
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poster
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NeurIPS2023
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NaT
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[
"Sai Lingampalli",
"El Tayeb Bentria",
"Fadwa El Mellouhi"
] |
Eco-Comp: Towards Responsible Computing in Materials Science
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Workshop/AI4Mat
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https://openreview.net/forum?id=eDlEn1PPJw
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rishabh Debraj Guha",
"Santiago Vargas",
"Evan Walter Clark Spotte-Smith",
"Alex R Epstein",
"Maxwell Christopher Venetos",
"Mingjian Wen",
"Ryan Kingsbury",
"Samuel M Blau",
"Kristin Persson"
] |
HEPOM: A predictive framework for accelerated Hydrolysis Energy Predictions of Organic Molecules
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=dJuDv4MKLE
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poster
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NeurIPS2023
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NaT
| null |
[
"Tri Minh Nguyen",
"Sherif Abdulkader Tawfik",
"Truyen Tran",
"Sunil Gupta",
"Santu Rana",
"Svetha Venkatesh"
] |
Hierarchical GFlowNet for Crystal Structure Generation
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=cSz69rFRvS
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poster
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NeurIPS2023
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NaT
| null |
[
"Chris Beeler",
"Sriram Ganapathi Subramanian",
"Kyle Sprague",
"Colin Bellinger",
"Mark Crowley",
"Isaac Tamblyn"
] |
Demonstrating ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry
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Workshop/AI4Mat
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https://openreview.net/forum?id=cR1iE6MQ1y
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vineeth Venugopal",
"Elsa Olivetti"
] |
MatKG-2: Unveiling precise material science ontology through autonomous committees of LLMs
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=akFqQokObE
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marvin Alberts",
"Federico Zipoli",
"Alain Vaucher"
] |
Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=Ztku4ig4xM
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Elizabeth Coda",
"Gihan Uthpala Panapitiya",
"Emily Saldanha"
] |
Impacts of Data and Models on Unsupervised Pre-training for Molecular Property Prediction
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=ZoTcKpyL3p
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shuan Chen",
"Ramil Babazade",
"Yousung Jung"
] |
Automatic Generation of Mechanistic Pathways of Organic Reactions with Dual Templates
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=XtEwUzaXJ3
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Max Schwarzer",
"Jesse Farebrother",
"Joshua Greaves",
"Kevin Roccapriore",
"Ekin Cubuk",
"Rishabh Agarwal",
"Aaron Courville",
"Marc Bellemare",
"Sergei Kalinin",
"Igor Mordatch",
"Pablo Castro"
] |
Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy
| null |
|||
Workshop/AI4Mat
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https://openreview.net/forum?id=VbjD8w2ctG
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Prashant Govindarajan",
"Santiago Miret",
"Jarrid Rector-Brooks",
"Mariano Phielipp",
"Janarthanan Rajendran",
"Sarath Chandar"
] |
Learning Conditional Policies for Crystal Design Using Offline Reinforcement Learning
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=TDhNb2Q9Xm
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yichen Guo",
"Shuyu Qin",
"Joshua Agar"
] |
Understanding Experimental Data by Identifying Symmetries with Deep Learning
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=SfEsK3O2KT
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Michael Pekala",
"Elizabeth Ann Pogue",
"Kyle McElroy",
"Alexander New",
"Gregory Bassen",
"Brandon Wilfong",
"Janna Domenico",
"Tyrel McQueen",
"Christopher D Stiles"
] |
Evaluating AI-guided Design for Scientific Discovery
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=SKo0sLvaJH
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anirudh Suresh",
"Devesh Shah",
"Alemayehu S Admasu",
"Devesh Upadhyay",
"Kalyanmoy Deb"
] |
Multi-objective Evolutionary Design of Microstructures using Diffusion Autoencoders
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=QjnVVrixPW
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dumitru Mirauta",
"Vladimir Gusev",
"Michael W Gaultois",
"Matthew Rosseinsky"
] |
High throughput decomposition of spectra
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=NIBiIAOvvr
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andres M Bran",
"CHENG-HUA HUANG",
"Philippe Schwaller"
] |
Exploring Organic Syntheses through Natural Language
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=LkRfodp4tt
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Guangyu Hu",
"Marat Latypov"
] |
AnisoGNN: physics-informed graph neural networks that generalize to anisotropic properties of polycrystals
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=L6AJmCkfNe
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jie Chen",
"Hengrui Zhang",
"Carolin B Wahl",
"Wei Liu",
"Chad Mirkin",
"Vinayak Dravid",
"Daniel W Apley",
"Wei Chen"
] |
Automated Diffraction Pattern Analysis for Identifying Crystal Systems Using Multiview Opinion Fusion Machine Learning
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=ITda7kqxSn
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alibek T Kaliyev",
"Ryan F Forelli",
"Shuyu Qin",
"Yichen Guo",
"Seda Memik",
"Michael W. Mahoney",
"Amir Gholami",
"Nhan Tran",
"Philip Harris",
"Martin Takáč",
"Joshua Agar"
] |
Rapid Fitting of Band-Excitation Piezoresponse Force Microscopy Using Physics Constrained Unsupervised Neural Networks
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=HXGjCkp47o
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ashna Jose",
"Emilie Devijver",
"Noel JAKSE",
"Valérie Monbet",
"Roberta Poloni"
] |
Tree-based Quantile Active Learning for automated discovery of MOFs
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=FfvByyoVAO
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jaewan Lee",
"Changyoung Park",
"Hongjun Yang",
"Sehui Han",
"Woohyung Lim"
] |
CLCS : Contrastive Learning between Compositions and Structures for practical Li-ion battery electrodes design
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=Eu2k9La3RB
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marlon Becker",
"Marco Butz",
"David Lemli",
"Carsten Schuck",
"Benjamin Risse"
] |
Combinatorial Optimization via Memory Metropolis: Template Networks for Proposal Distributions in Simulated Annealing applied to Nanophotonic Inverse Design
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=EiT2bLsfM9
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Seiji Takeda",
"Indra Priyadarsini",
"Akihiro Kishimoto",
"Hajime Shinohara",
"Lisa Hamada",
"Hirose Masataka",
"Junta Fuchiwaki",
"Daiju Nakano"
] |
Multi-modal Foundation Model for Material Design
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=CjPCM6wXWb
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"François R J Cornet",
"Bardi Benediktsson",
"Bjarke Hastrup",
"Arghya Bhowmik",
"Mikkel N. Schmidt"
] |
Inverse-design of organometallic catalysts with guided equivariant diffusion
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=7yt3N0o0W9
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shuyu Qin",
"Joshua Agar",
"Nhan Tran"
] |
Extremely Noisy 4D-TEM Strain Mapping Using Cycle Consistent Spatial Transforming Autoencoders
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=6E2qjEf7Rs
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gabriel Vogel",
"Paolo Sortino",
"Jana Marie Weber"
] |
Graph-to-String Variational Autoencoder for Synthetic Polymer Design
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=57EslEJNOj
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zachary R Fox",
"Ayana Ghosh"
] |
Active Causal Machine Learning for Molecular Property Prediction
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=511z1DGjPi
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiaxiang Yi",
"Miguel Anibal Bessa"
] |
rvesimulator: An automated representative volume element simulator for data-driven material discovery
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=4ilKwquW51
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oliver Schilter",
"Marvin Alberts",
"Federico Zipoli",
"Alain C. Vaucher",
"Philippe Schwaller",
"Teodoro Laino"
] |
Unveiling the Secrets of ^1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=3Huw3pa8TR
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Federico Ottomano",
"Giovanni De Felice",
"Rahul Savani",
"Vladimir Gusev",
"Matthew Rosseinsky"
] |
Investigating extrapolation and low-data challenges via contrastive learning of chemical compositions
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=3GiwwOJ1be
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mrigi Munjal",
"Thorben Prein",
"Vineeth Venugopal",
"Kevin J Huang",
"Elsa Olivetti"
] |
Extracting a Database of Challenges and Mitigation Strategies for Sodium-ion Battery Development
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=32XS0zXPqU
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Po-An Lin",
"Simiao Ren",
"Jonathan Caswell Piland",
"Leslie M. Collins",
"Stefan Zauscher",
"Yonggang Ke",
"Gaurav Arya"
] |
Deep inverse design of hydrophobic patches on DNA origami for mesoscale assembly of superlattices
| null |
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Workshop/AI4Mat
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https://openreview.net/forum?id=0Qx8vlXKRk
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Suresh Bishnoi",
"Jayadeva Jayadeva",
"Sayan Ranu",
"N M Anoop Krishnan"
] |
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=z5dAdYOgbs
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oraltalk
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jing Wang",
"Tyler Hallman",
"Laurel Hopkins",
"John Burns Kilbride",
"W. Douglas Robinson",
"Rebecca Hutchinson"
] |
Model Evaluation for Geospatial Problems
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=vjwYYlA8Pj
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nyalleng Moorosi",
"Raesetje Sefala",
"Sasha Luccioni"
] |
AI for Whom? Shedding Critical Light on AI for Social Good
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=oa7XXLuJnO
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oraltalk
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Emily Aiken",
"Tim Ohlenburg",
"Joshua Blumenstock"
] |
Moving targets: When does a poverty prediction model need to be updated?
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=dmjT841VuV
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sachin Chauhan",
"Rijurekha Sen"
] |
REALLIGHT: DRL based Intersection Control in Developing Countries without Traffic Simulators
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=Y08yLPFm1z
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oraltalk
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Justin Kay",
"Suzanne Stathatos",
"Siqi Deng",
"Erik Young",
"Pietro Perona",
"Sara Beery",
"Grant Van Horn"
] |
Unsupervised Domain Adaptation in the Real World: A Case Study in Sonar Video
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=WS9liG8rxI
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shreyaa Raghavan",
"Edgar Ramirez Sanchez",
"Cathy Wu"
] |
Identifying Stop-and-Go Congestion with Data-Driven Traffic Reconstruction
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=UIfp44BWDi
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aruna Sankaranarayanan",
"Erik Hemberg",
"Piotr Sapiezynski",
"Una-May O'Reilly"
] |
Is the Facebook Ad Algorithm a Climate Discourse Influencer?
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=N2qmwRMrzo
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wenlong Zhao",
"Gustavo Perez",
"Zezhou Cheng",
"Maria Carolina Tiburcio Dias Belotti",
"Yuting Deng",
"Victoria Simons",
"Elske K Tielens",
"Jeffrey Kelly",
"Kyle Horton",
"Subhransu Maji",
"Daniel Sheldon"
] |
A Semi-Automated System to Annotate Communal Roosts in Large-Scale Weather Radar Data
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=I1yGbIPGjx
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Progyan Das",
"Mihir Agarwal"
] |
Focus on What's Important!
Inspecting Variational Distributions for
Gaussian Processes for better AQ Station Deployment
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=BaZZzH7EgA
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haozhen Zheng",
"Chenhui Zhang",
"Kaiyu Guan",
"Yawen Deng",
"Sherrie Wang",
"Bruce L. Rhoads",
"Andrew J Margenot",
"Shengnan Zhou",
"Sheng Wang"
] |
Segment Any Stream: Scalable Water Extent Detection with the Segment Anything Model
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=7T4YMOj7MS
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Stephen Mak",
"Tim Pearce",
"Matthew Macfarlane",
"Liming Xu",
"Michael Ostroumov",
"Alexandra Brintrup"
] |
Cooperative Logistics: Can Artificial Intelligence Enable Trustworthy Cooperation at Scale?
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=7KTQsrUIOy
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Iván Higuera-Mendieta",
"Jeff Wen",
"Marshall Burke"
] |
A table is worth a thousand pictures: Multi-modal contrastive learning in house burning classification in wildfire events
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=3mlfh6c3dp
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yimeng Min",
"Eliot T Miller",
"Daniel Fink",
"Carla P Gomes"
] |
Joint time–frequency scattering-enhanced representation for bird vocalization classification
| null |
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Workshop/CompSust
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https://openreview.net/forum?id=0FOjGwgN0g
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jinzhao Li",
"Nan Jiang",
"Yexiang Xue"
] |
Solving Satisfiability Modulo Counting Problems in Computational Sustainability with Guarantees
| null |
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Workshop/RegML
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https://openreview.net/forum?id=pnvRy1VzJZ
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tiphaine Viard",
"Melanie Gornet",
"Winston Maxwell"
] |
Reading the drafts of the AI Act with a technical lens
| null |
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Workshop/RegML
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https://openreview.net/forum?id=myWKEmGKfL
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eoin Kenny",
"Julie Shah"
] |
In Pursuit of Regulatable LLMs
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=kZBHvU5lIY
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Luke Guerdan",
"Amanda Coston",
"Steven Wu",
"Ken Holstein"
] |
Policy Comparison Under Unmeasured Confounding
| null |
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Workshop/RegML
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https://openreview.net/forum?id=kAT1410oDy
|
2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rui-Jie Yew",
"Lucy Qin",
"Suresh Venkatasubramanian"
] |
You Still See Me: How Data Protection Supports the Architecture of ML Surveillance
| null |
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Workshop/RegML
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https://openreview.net/forum?id=jpuV8Mzc0R
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Karen Sayal",
"Markus Trengove",
"Finnian Firth",
"Lea Goetz"
] |
Advancing Clinical Trials via Real-World Aligned ML Best Practices
| null |
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Workshop/RegML
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https://openreview.net/forum?id=inZoxsEpYn
|
2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ioanna Papageorgiou",
"Carlos Mougan"
] |
Necessity of Processing Sensitive Data for Bias Detection and Monitoring: A Techno-Legal Exploration
| null |
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Workshop/RegML
|
https://openreview.net/forum?id=fiJEolaPj9
|
2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Niva Elkin-Koren",
"Uri Hacohen",
"Roi Livni",
"Shay Moran"
] |
Can copyright be reduced to privacy
| null |
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Workshop/RegML
|
https://openreview.net/forum?id=fTv0LQRCZM
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2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Weiwei Kong",
"Andres Munoz medina",
"Mónica Ribero"
] |
RényiTester: A Variational Approach to Testing Differential Privacy
| null |
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Workshop/RegML
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https://openreview.net/forum?id=bynBtr8ovP
|
2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andres Munoz medina",
"Travis Dick",
"Claudio Gentile",
"Robert Istvan Busa-Fekete",
"Marika Swanberg"
] |
A Unified Analysis of Label Inference Attacks
| null |
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Workshop/RegML
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https://openreview.net/forum?id=WLw1oDGR2Q
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Minzhou Pan",
"Yi Zeng",
"Xue Lin",
"Ning Yu",
"Cho-Jui Hsieh",
"Ruoxi Jia"
] |
AnchMark: Anchor-contrastive Watermarking vs GenAI-based Image Modifications
| null |
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Workshop/RegML
|
https://openreview.net/forum?id=V4hGy6Xm11
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"CJ Carey",
"Travis Dick",
"Alessandro Epasto",
"Adel Javanmard",
"Josh Karlin",
"Shankar Kumar",
"Andres Munoz medina",
"Vahab Mirrokni",
"Gabriel Nunes",
"Sergei Vassilvitskii",
"Peilin Zhong"
] |
A new Framework for Measuring Re-Identification Risk
| null |
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Workshop/RegML
|
https://openreview.net/forum?id=R5MTSLPyYZ
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohammad Yaghini",
"Patty Liu",
"Franziska Boenisch",
"Nicolas Papernot"
] |
Learning to Walk Impartially on the Pareto Frontier of Fairness, Privacy, and Utility
| null |
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Workshop/RegML
|
https://openreview.net/forum?id=M2aNjwX4Ec
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Manish Raghavan",
"Pauline Kim"
] |
Limitations of the “Four-Fifths Rule” and Statistical Parity Tests for Measuring Fairness
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=LYAfgPsJ41
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xinyu Yang",
"Weixin Liang",
"James Zou"
] |
Navigating Dataset Documentation in ML: A Large-Scale Analysis of Dataset Cards on Hugging Face
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=L97dqPfQdT
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jean Feng",
"Adarsh Subbaswamy",
"Alexej Gossmann",
"Harvineet Singh",
"Berkman Sahiner",
"Mi-Ok Kim",
"Gene Pennello",
"Nicholas Petrick",
"Romain Pirracchio",
"Fan Xia"
] |
Towards a Post-Market Monitoring Framework for Machine Learning-based Medical Devices: A case study
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=K4m9g6AYcX
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ayush Alag",
"Yangsibo Huang",
"Kai Li"
] |
Is EMA Robust? Examining the Robustness of Data Auditing and a Novel Non-calibration Extension
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=HiimakFghr
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Athina Kyriakou",
"Oana Inel",
"Asia Biega",
"Abraham Bernstein"
] |
Algorithmically Mediated User Relations: Exploring Data's Relationality in Recommender Systems
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=9CYtG7db5A
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sarah Cen",
"Manish Raghavan"
] |
Outliers Exist: What Happens if You are a Data-Driven Exception?
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=8WH2t9F0Ip
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Steven Wu",
"Shuai Tang",
"Sergul Aydore",
"Michael Kearns",
"Aaron Roth"
] |
Membership Inference Attack on Diffusion Models via Quantile Regression
| null |
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Workshop/RegML
|
https://openreview.net/forum?id=75GEQc7Dmp
|
2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zheng Dai",
"Rui-Jie Yew",
"David Gifford"
] |
Where did you learn that?: Tracing the Impact of Training Data with Diffusion Model Ensembles
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=66nydPPVz7
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Danilo Brajovic",
"Vincent Philipp Göbels",
"Janika Kutz",
"Marco Huber"
] |
Merging (EU)-Regulation and Model Reporting
| null |
|||
Workshop/RegML
|
https://openreview.net/forum?id=4s3F2Kf9KL
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yulu Pi"
] |
Missing Value Chain in Generative AI Governance: China as an example
| null |
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Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=yYIL3uhQ8i
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samuel Belkadi",
"Nicolo Micheletti",
"Lifeng Han",
"Warren Del-Pinto",
"Goran Nenadic"
] |
Generating Medical Instructions with Conditional Transformer
| null |
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Workshop/SyntheticData4ML
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https://openreview.net/forum?id=yJ1dQFVAgU
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dhananjay Ashok",
"Atharva Kulkarni",
"Hai Pham",
"Barnabas Poczos"
] |
𝕊ci𝔽ix: Outperforming GPT3 on Scientific Factual Error Correction
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=xeCXTPPwnX
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/didsr/msynth-release
|
[
"Elena Sizikova",
"Niloufar Saharkhiz",
"Diksha Sharma",
"Miguel Lago",
"Berkman Sahiner",
"Jana Gut Delfino",
"Aldo Badano"
] |
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI
| 7 |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=wK2y7ZhPvU
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ran Xu",
"Hejie Cui",
"Yue Yu",
"Xuan Kan",
"Wenqi Shi",
"Yuchen Zhuang",
"Wei Jin",
"Joyce Ho",
"Carl Yang"
] |
Knowledge-Infused Prompting Improves Clinical Text Generation with Large Language Models
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=uc9sYHRX6O
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Naman Jain",
"Tianjun Zhang",
"Wei-Lin Chiang",
"Joseph E. Gonzalez",
"Koushik Sen",
"Ion Stoica"
] |
Improving Code Style for Accurate Code Generation
| null |
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Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=iBrPSYHQ7V
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dipika Khullar",
"Yash Shah",
"Ninad Kulkarni",
"Negin Sokhandan"
] |
Synthetic Data Generation for Scarce Road Scene Detection Scenarios
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=bpO14yuQQg
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andy Rosenbaum",
"Pegah Kharazmi",
"Ershad Banijamali",
"Lu Zeng",
"Christopher DiPersio",
"Pan Wei",
"Gokmen Oz",
"Clement Chung",
"Karolina Owczarzak",
"Fabian Triefenbach",
"Wael Hamza"
] |
CALICO: Conversational Agent Localization via Synthetic Data Generation
| null |
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Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=Xr13v66xxT
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Robin van Hoorn",
"Tom Bakkes",
"Zoi Tokoutsi",
"Ymke de Jong",
"R. Arthur Bouwman",
"Mykola Pechenizkiy"
] |
Generating Privacy-Preserving Longitudinal Synthetic Data
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=UQ42dE8gKr
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Isha Dua",
"Arjun Sharma",
"Shuaib Ahmed",
"Rahul Tallamraju"
] |
Towards Effective Synthetic Data Sampling for Domain Adaptive Pose Estimation
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=IlJ3motcJw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lu Yuan",
"James Hong",
"Vishnu Sarukkai",
"Kayvon Fatahalian"
] |
Learning to Place Objects into Scenes by Hallucinating Scenes around Objects
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=HtHpbAusYI
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rishabh Kabra",
"Loic Matthey",
"Alexander Lerchner",
"Niloy Mitra"
] |
Evaluating VLMs for Score-Based, Multi-Probe Annotation of 3D Objects
| null |
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Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=HAJ6K0Sn5b
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mingyu Derek Ma",
"Xiaoxuan Wang",
"Po-Nien Kung",
"P. Jeffrey Brantingham",
"Nanyun Peng",
"Wei Wang"
] |
STAR: Improving Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=DO8YT1pt4L
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Theodorus Petrus Boudewijn",
"Andrea Filippo Ferraris",
"Daniele Panfilo",
"Vanessa Cocca",
"Sabrina Zinutti",
"Karel De Schepper",
"Carlo Rossi Chauvenet"
] |
Privacy Measurements in Tabular Synthetic Data: State of the Art and Future Research Directions
| null |
|||
Workshop/SyntheticData4ML
|
https://openreview.net/forum?id=0jAd2k8JV4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Suhee Yoon",
"Sanghyu Yoon",
"Hankook Lee",
"Sangjun Han",
"Ye Seul Sim",
"Kyungeun Lee",
"Hyeseung Cho",
"Woohyung Lim"
] |
Diffusion-based Semantic-Discrepant Outlier Generation for Out-of-Distribution Detection
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=zDTqQVGgzH
|
fmdm@neurips2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Louis Kirsch",
"James Harrison",
"C. Daniel Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
Towards General-Purpose In-Context Learning Agents
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=ypr4srFxy1
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fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kukjin Kim",
"Changhee Joo"
] |
Agnostic Architecture for Heterogeneous Multi-Environment Reinforcement Learning
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=yD9JAKItJE
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Braham Snyder",
"Amy Zhang",
"Yuke Zhu"
] |
Target Rate Optimization: Avoiding Iterative Error Exploitation
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=vnhgDP4Ise
|
fmdm@neurips2023
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lajanugen Logeswaran",
"Sungryull Sohn",
"Yiwei Lyu",
"Anthony Liu",
"Dong-Ki Kim",
"Dongsub Shim",
"Moontae Lee",
"Honglak Lee"
] |
Reasoning about Action Preconditions with Programs
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=sv7KZcUqu1
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Daniel Jarrett",
"Miruna Pislar",
"Michiel A. Bakker",
"Michael Henry Tessler",
"Raphael Koster",
"Jan Balaguer",
"Romuald Elie",
"Christopher Summerfield",
"Andrea Tacchetti"
] |
Language Agents as Digital Representatives in Collective Decision-Making
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=siFopuPuCS
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kolby Nottingham",
"Yasaman Razeghi",
"Kyungmin Kim",
"JB Lanier",
"Pierre Baldi",
"Roy Fox",
"Sameer Singh"
] |
Selective Perception: Learning Concise State Descriptions for Language Model Actors
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=rngOtn5p7t
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Liang Chen",
"Yichi Zhang",
"Shuhuai Ren",
"Haozhe Zhao",
"Zefan Cai",
"Yuchi Wang",
"Tianyu Liu",
"Baobao Chang"
] |
Towards End-to-End Embodied Decision Making with Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=lw5GlytIY5
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hanchen Cui",
"Yang Gao"
] |
A Universal World Model Learned from Large Scale and Diverse Videos
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=khL3G4iwd0
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Keshav Ramji",
"Alexander Kyimpopkin"
] |
Self-Select: Optimizing Instruction Selection for Large Language Models
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=kXlTY0BmK3
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Qian Huang",
"Jian Vora",
"Percy Liang",
"Jure Leskovec"
] |
Benchmarking Large Language Models as AI Research Agents
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=jt3il4fC5B
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rim Assouel",
"Tom Marty",
"Massimo Caccia",
"Issam H. Laradji",
"Alexandre Drouin",
"Sai Rajeswar",
"Hector Palacios",
"Quentin Cappart",
"David Vazquez",
"Nicolas Chapados",
"Maxime Gasse",
"Alexandre Lacoste"
] |
The Unsolved Challenges of LLMs as Generalist Web Agents: A Case Study
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=hQERBmmlYm
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xixi Hu",
"Bo Liu",
"Xingchao Liu",
"qiang liu"
] |
RF-POLICY: Rectified Flows are Computation-Adaptive Decision Makers
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=fksglLN3ew
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Safa Messaoud",
"Billel Mokeddem",
"Zhenghai Xue",
"Linsey Pang",
"Bo An",
"Haipeng Chen",
"Sanjay Chawla"
] |
S^2AC: ENERGY-BASED REINFORCEMENT LEARNING WITH STEIN SOFT ACTOR CRITIC
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=egKxRC5gf8
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jonathan Roberts",
"Timo Lüddecke",
"Sowmen Das",
"Kai Han",
"Samuel Albanie"
] |
GPT4GEO: How a Language Model Sees the World’s Geography
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=eLlzf6lkGP
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chengguang Xu",
"Hieu Trung Nguyen",
"Christopher Amato",
"Lawson L.S. Wong"
] |
Vision-and-Language Navigation in Real World using Foundation Models
| null |
|||
Workshop/FMDM
|
https://openreview.net/forum?id=dcMQ6AYURP
|
fmdm@neurips2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yixuan Wang",
"Zhuoran Li",
"Mingtong Zhang",
"Katherine Rose Driggs-Campbell",
"Jiajun Wu",
"Li Fei-Fei",
"Yunzhu Li"
] |
D^3Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Robotic Manipulation
| null |
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