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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/AI4Mat | https://openreview.net/forum?id=jtAXitX6dh | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"James Minuse Stevenson"
] | Machine learning force field ranking of candidate solid electrolyte interphase structures in Li-ion batteries | null |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=iSFsLFsGYX | oral | 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 | null |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=ezuhvZAaUF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sai Lingampalli",
"El Tayeb Bentria",
"Fadwa El Mellouhi"
] | Eco-Comp: Towards Responsible Computing in Materials Science | null |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=eDlEn1PPJw | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=dJuDv4MKLE | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Tri Minh Nguyen",
"Sherif Abdulkader Tawfik",
"Truyen Tran",
"Sunil Gupta",
"Santu Rana",
"Svetha Venkatesh"
] | Hierarchical GFlowNet for Crystal Structure Generation | null |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=cSz69rFRvS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | 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 | null |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=cR1iE6MQ1y | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=akFqQokObE | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=Ztku4ig4xM | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=ZoTcKpyL3p | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=XtEwUzaXJ3 | oral | 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 | https://openreview.net/forum?id=VbjD8w2ctG | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=TDhNb2Q9Xm | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=SfEsK3O2KT | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=SKo0sLvaJH | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=QjnVVrixPW | poster | 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 |
|||
Workshop/AI4Mat | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=LkRfodp4tt | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=L6AJmCkfNe | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=ITda7kqxSn | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=HXGjCkp47o | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=FfvByyoVAO | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=Eu2k9La3RB | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=EiT2bLsfM9 | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=CjPCM6wXWb | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=7yt3N0o0W9 | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=6E2qjEf7Rs | oral | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=57EslEJNOj | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=511z1DGjPi | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=4ilKwquW51 | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=3Huw3pa8TR | oral | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=3GiwwOJ1be | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=32XS0zXPqU | poster | 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 |
|||
Workshop/AI4Mat | https://openreview.net/forum?id=0Qx8vlXKRk | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=z5dAdYOgbs | oraltalk | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=vjwYYlA8Pj | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=oa7XXLuJnO | oraltalk | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=dmjT841VuV | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=Y08yLPFm1z | oraltalk | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=WS9liG8rxI | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=UIfp44BWDi | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=N2qmwRMrzo | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=I1yGbIPGjx | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=BaZZzH7EgA | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=7T4YMOj7MS | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=7KTQsrUIOy | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=3mlfh6c3dp | poster | 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 |
|||
Workshop/CompSust | https://openreview.net/forum?id=0FOjGwgN0g | poster | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=pnvRy1VzJZ | 2023 | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=myWKEmGKfL | 2023 | 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 | 2023 | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=kAT1410oDy | 2023 | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=jpuV8Mzc0R | 2023 | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=inZoxsEpYn | 2023 | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=fiJEolaPj9 | 2023 | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=fTv0LQRCZM | 2023 | 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 |
|||
Workshop/RegML | https://openreview.net/forum?id=bynBtr8ovP | 2023 | 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 |
|||
Workshop/RegML | 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 |
|||
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 |
|||
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 |
|||
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 |
|||
Workshop/RegML | https://openreview.net/forum?id=75GEQc7Dmp | 2023 | 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 |
|||
Workshop/SyntheticData4ML | https://openreview.net/forum?id=yYIL3uhQ8i | poster | 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 |
|||
Workshop/SyntheticData4ML | https://openreview.net/forum?id=yJ1dQFVAgU | poster | 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 | poster | 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 | 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 | 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 |
|||
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 | 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 |
|||
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 | 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 |
|||
Workshop/SyntheticData4ML | https://openreview.net/forum?id=HAJ6K0Sn5b | poster | 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 | 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 | 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 | 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 | 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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