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Workshop/AI4Science | https://openreview.net/forum?id=tuXhnv6pgo | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Qian Chen",
"Luyang Kong",
"Florian Dugast",
"Albert To"
] | Using the Transformer Model for Physical Simulation: An application on Transient Thermal Analysis for 3D Printing Process Simulation | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=sdmFiPijqC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yoh-ichi Mototake"
] | Extracting Nonlinear Symmetries From Trained Neural Networks on Dynamics Data | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=sXRpvW3cRR | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alessandro Palma",
"Sergei Rybakov",
"Leon Hetzel",
"Fabian J Theis"
] | Modelling single-cell RNA-seq trajectories on a flat statistical manifold | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=ros8ISUn7Y | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Michael Poli",
"Stefano Massaroli",
"Christopher Re",
"Stefano Ermon"
] | Scalable Deep Potentials as Implicit Hierarchical Semi-Separable Operators | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=rdgB5BqWCw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Joseph Musielewicz",
"Janice Lan",
"Matt Uyttendaele"
] | Predictive Uncertainty Quantification for Graph Neural Network Driven Relaxed Energy Calculations | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=pwYCCq4xAf | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Magnus Petersen",
"Gemma Roig",
"Roberto Covino"
] | DynamicsDiffusion: Generating and Rare Event Sampling of Molecular Dynamic Trajectories Using Diffusion Models | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=pO9lPxF8YA | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zhenzhen Wang",
"Aleksander S. Popel",
"Jeremias Sulam"
] | Bi-level Graphs for Cellular Pattern Discovery | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=oIMhS5n0Qz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Eduardo Soares",
"Flaviu Cipcigan",
"Dmitry Zubarev",
"Emilio Vital Brazil"
] | A Framework for Toxic PFAS Replacement based on GFlowNet and Chemical Foundation Model | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=mn3wfSnWYG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Baptiste T Rossi",
"Dimitris Bertsimas"
] | Fast and Scalable Inference of Dynamical Systems via Integral Matching | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=mUQrw0rIZN | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Gary Lynn Collins",
"Alexander New",
"Ryan A. Darragh",
"Brian E. Damit",
"Christopher D. Stiles"
] | Rapid Prediction of Two-Dimensional Airflow in an Operating Room using Scientific Machine Learning | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=mISayy7DPI | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Nathaniel Imel",
"Zachary Hafen"
] | Citation-Similarity Relationships in Astrophysics Literature | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=kZQ0iFqhEQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Gyoung S. Na",
"Chanyoung Park"
] | Electron-Derived Molecular Representation Learning for Real-World Molecular Physics | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=kSqEwvApQy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ziping Xu",
"Quanfu Fan",
"Yilai Li",
"Emma Rose Lee",
"John Maxwell Cohn",
"Ambuj Tewari",
"Seychelle M Vos",
"Michael Cianfrocco"
] | Coupling Semi-supervised Learning with Reinforcement Learning for Better Decision Making — An application to Cryo-EM Data Collection | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=iazHKyT4YK | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Christoph Schönle",
"Marylou Gabrié"
] | Optimizing Markov Chain Monte Carlo Convergence with Normalizing Flows and Gibbs Sampling | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=iJfPFUvFfy | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zijie Li",
"Saurabh Patil",
"Dule Shu",
"Amir Barati Farimani"
] | Latent Neural PDE Solver for Time-dependent Systems | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=i7jjLwOOQm | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ali Behrouz",
"Farnoosh Hashemi"
] | Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=i3PecpoiPG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ioana Marinescu",
"Younes Strittmatter",
"Chad C Williams",
"Sebastian Musslick"
] | Expression Sampler as a Dynamic Benchmark for Symbolic Regression | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=hSmn7BQZ2v | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lawrence Zhao",
"Carl Edwards",
"Heng Ji"
] | What a Scientific Language Model Knows and Doesn't Know about Chemistry | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=h9HuWcDJ6C | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zihan Pengmei",
"Junyu Liu",
"Yinan Shu"
] | Beyond MD17: The xxMD Dataset as a Chemically Meaningful Benchmark for Neural Force Fields Development | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=fhCSDMkrFr | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Louis Robinson",
"Timothy Atkinson",
"Liviu Copoiu",
"Patrick Bordes",
"Thomas PIERROT",
"Thomas D Barrett"
] | Contrasting Sequence with Structure: Pre-training Graph Representations with PLMs | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=fEoemPDicz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hanbo Xie",
"Huadong Xiong",
"Robert C. Wilson"
] | Text2Decision: Decoding Latent Variables in Risky Decision Making from Think Aloud Text | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=eYsiIYAXXj | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Taigao Ma",
"Anwesha Saha",
"L. Jay Guo",
"Haozhu Wang"
] | Reinforcement Learning-Enabled Environmentally Friendly and Multi-functional Chrome-looking Plating | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=cOup1wKAfq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] | Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=bx2vpeOUSO | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Van Truong",
"Matthew Lee",
"Dokyoon Kim",
"John Wherry",
"Marylyn Ritchie"
] | Immunology Meets Artificial Intelligence: Expanding Our Scientific Toolbox | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=bfD3Fzy7Mb | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Till Richter",
"Anna Schaar",
"Francesca Drummer",
"Cheng-Wei Liao",
"Leopold Endres",
"Fabian J Theis"
] | SpatialSSL: Whole-Brain Spatial Transcriptomics in the Mouse Brain with Self-Supervised Learning | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=Zt35qMfDTp | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Francois Lanusse",
"Liam Holden Parker",
"Siavash Golkar",
"Alberto Bietti",
"Miles Cranmer",
"Michael Eickenberg",
"Geraud Krawezik",
"Michael McCabe",
"Ruben Ohana",
"Mariel Pettee",
"Bruno Régaldo-Saint Blancard",
"Tiberiu Tesileanu",
"Kyunghyun Cho",
"Shirley Ho"
] | AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=Zh5heSS5dc | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kieran Didi",
"Charles Harris",
"Pietro Lio",
"Rainer Beck"
] | Modelling biology in novel ways - an AI-first course in Structural Bioinformatics | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=Y7et3Ow02l | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sheng Cheng",
"Yezhou Yang",
"Yang Jiao",
"Yi Ren"
] | Self-supervised Learning to Discover Physical Objects and Predict Their Interactions from Raw Videos | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=XIxcglPy9c | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Simon Dobers",
"Hannes Stark",
"Xiang Fu",
"Dominique Beaini",
"Stephan Günnemann"
] | Latent Space Simulator for Unveiling Molecular Free Energy Landscapes and Predicting Transition Dynamics | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=XHFfvzlQ1n | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Joshua Tomas Sealth Hewson",
"Younes Strittmatter",
"Ioana Marinescu",
"Chad C Williams",
"Sebastian Musslick"
] | Bayesian Machine Scientist for Model Discovery in Psychology | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=WhZrevX2ce | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kaylee de Soto",
"V. Ashley Villar"
] | Representing Core-collapse Supernova Light Curves Analytically with Symbolic Regression | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=UyzfFpoX4K | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bowen Jing",
"Tommi Jaakkola",
"Bonnie Berger"
] | Learning Scalar Fields for Molecular Docking with Fast Fourier Transforms | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=Trha4S47t6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kenny Chiu",
"Benjamin Bloem-Reddy"
] | Hypothesis Tests for Distributional Group Symmetry with Applications to Particle Physics | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=TScjG5zoB0 | 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/AI4Science | https://openreview.net/forum?id=SskZeP3Mzz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yexiang Xue"
] | Vertical AI-driven Scientific Discovery | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=SV6mT8iSFP | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Peter Pao-Huang",
"Bowen Jing",
"Bonnie Berger"
] | Scalable Multimer Structure Prediction using Diffusion Models | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=S6k4h5dkEg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Duminda S Ranasinghe",
"Nathan Sanders",
"Hok Hei Tam",
"Changchang Liu",
"Dan Spitz"
] | ComboPath: A model for predicting drug combination effects | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=R8FQMsECIS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Daniel Wigh",
"Joe Arrowsmith",
"Alexander Pomberger",
"Kobi Felton",
"Alexei Lapkin"
] | ORDerly: Datasets and benchmarks for chemical reaction data | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=PfpbWuC0Yk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hengrui Zhang",
"Wei Chen",
"James Rondinelli",
"Wei Chen"
] | Mitigating Bias in Scientific Data: A Materials Science Case Study | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=PVOhNEqO72 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ada Fang",
"ZAIXI ZHANG",
"Marinka Zitnik"
] | Mapping the intermolecular interaction universe through self-supervised learning on molecular crystals | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=PNM9mojudC | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Steven Song",
"Emaan Mohsin",
"Andrey Kuznetsov",
"Christopher Weber",
"Robert L. Grossman",
"Aly A Khan"
] | ATAT: Automated Tissue Alignment and Traversal | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=OQXCc21rgM | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Anurag Dutta",
"Madhurima Panja",
"Uttam Kumar",
"Chittaranjan Hens",
"Tanujit Chakraborty"
] | Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=MhHWPUazY4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zelin Xu",
"Tingsong Xiao",
"Wenchong He",
"Yu Wang",
"Zhe Jiang"
] | Infusing Spatial Knowledge into Deep Learning for Earth Science: A Hydrological Application | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=KMtM5ZHxct | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lei Xiong",
"Tianlong Chen",
"Manolis Kellis"
] | scCLIP: Multi-modal Single-cell Contrastive Learning Integration Pre-training | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=Il8mRcEiRq | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sebastian Pagel",
"Leroy Cronin"
] | Exploring the applications of Neural Cellular Automata in molecular sciences | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=IYSljK0uEw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Edouardo Honig",
"Frederique Ruf-Zamojski",
"Stuart Sealfon",
"Ying Nian Wu",
"Zijun Frank Zhang"
] | Automated distillation of genomic equations governing single cell gene expression | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=HrUsm9Rorj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Vinicius Luiz Santos Silva",
"Pablo Salinas",
"Claire E Heaney",
"Matthew Jackson",
"Christopher Charles Pain"
] | Adaptive learning acceleration for nonlinear PDE solvers | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=HSvg7qFFd2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ali Behrouz",
"Parsa Delavari",
"Farnoosh Hashemi"
] | Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=H98ZQrAUKD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Xinhao Liu",
"Benjamin Raphael"
] | Representation Learning for Spatial Multimodal Data Integration with Optimal Transport | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=F7hIk2Bw6X | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] | ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=EHblk6xzHe | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Matan Halfon",
"Eyal Rozenberg",
"Ehud Rivlin",
"Daniel Freedman"
] | Virtual Receptors for Efficient Molecular Diffusion | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=E1khscdUdH | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yunkai Zhang",
"Yawen Zhang",
"Ming Zheng",
"Kezhen Chen",
"Chongyang Gao",
"Ruian Ge",
"Siyuan Teng",
"Amine Jelloul",
"Jinmeng Rao",
"Xiaoyuan Guo",
"Chiang-Wei Fang",
"Zeyu Zheng",
"Jie Yang"
] | Insight Miner: A Time Series Analysis Dataset for Cross-Domain Alignment with Natural Language | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=CllNd4XWVF | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jiaqi Shang",
"Will Xiao"
] | AI, Robot Neuroscientist: Reimagining Hypothesis Generation | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=BybTciafUJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/krzysztof-kacprzyk/shares | [
"Krzysztof Kacprzyk",
"Mihaela van der Schaar"
] | Shape Arithmetic Expressions | 1 |
|||
Workshop/AI4Science | https://openreview.net/forum?id=B8EpSHEp9j | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Rui Wang",
"Robin Walters",
"Tess Smidt"
] | Relaxed Octahedral Group Convolution for Learning Symmetry Breaking in 3D Physical Systems | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=Ap4rSgB3O1 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Teddy Koker",
"Keegan Quigley",
"Lin Li"
] | Higher Order Equivariant Graph Neural Networks for Charge Density Prediction | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=AS5AZ5L8zk | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yanjing Li",
"Hannan Xu",
"Haiteng Zhao",
"Hongyu Guo",
"Shengchao Liu"
] | ChatPathway: Conversational Large Language Models for Biology Pathway Detection | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=A28gzFJd28 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Amol Thakkar",
"Andrea Giovannini",
"Antonio Foncubierta",
"Carlo Baldassari",
"Dimitrios Christofidellis",
"Federico Zipoli",
"Gianmarco Gabrieli",
"Jannis Born",
"Mara Graziani",
"Marvin Alberts",
"Matteo Manica",
"Michael Stiefel",
"Oliver Schilter",
"Teodoro Laino",
"Patrick W. Ruch"
] | Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=9Z4XZOhwiz | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alkis Koudounas",
"Flavio Giobergia",
"Elena Baralis"
] | Bad Exoplanet! Explaining Degraded Performance when Reconstructing Exoplanets Atmospheric Parameters | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=82brfaM02h | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Chia-Ying Hsieh",
"Jing-Lun Chou",
"Yu-Hsin Chang",
"Chun-Shu Wei"
] | XBrainLab: An Open-Source Software for Explainable Artificial Intelligence-Based EEG Analysis | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=7DULB2GfkG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Gyoung S. Na"
] | Learning Inter-Graph Interactions Between Heterogeneous Substructures of Chemical Systems | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=4ePJjCP14u | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Ruhana Azam",
"Samuel B Fernandes",
"Andrew D.B. Leakey",
"Alexander Lipka",
"Mohammed Kebir",
"Sanmi Koyejo"
] | Rethinking Bayesian Optimization with Gaussian Processes: Insights from Hyperspectral Trait Search | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=4S3gmowKOr | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Adriana Carolina Gonzalez Cavazos",
"Roger Tu",
"Meghamala Sinha",
"Andrew Su"
] | Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=3awrGYl7YD | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Savannah Jennifer Thais"
] | AI Ethics Education for Scientists | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=3WF88uMjGz | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hannes Stark",
"Bowen Jing",
"Regina Barzilay",
"Tommi Jaakkola"
] | Harmonic Prior Self-conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=3Cg94Z1RZj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Albane Ruaud",
"Cansu Sancaktar",
"Marco Bagatella",
"Christoph Ratzke",
"Georg Martius"
] | Modelling Microbial Communities with Graph Neural Networks | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=2vernsvOi2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Zihao Wang",
"Yongqiang Chen",
"Yang Duan",
"Weijiang Li",
"Bo Han",
"James Cheng",
"Hanghang Tong"
] | Towards out-of-distribution generalizable predictions of chemical kinetic properties | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=2mq6uezuGj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Jaesik Kim",
"Matei Ionita",
"Matthew Eric Lee",
"Michelle McKeague",
"Ajinkya Pattekar",
"Mark Painter",
"Joost Wagenaar",
"Van Quynh-Thi Truong",
"Dylan Norton",
"Divij Mathew",
"Yonghyun Nam",
"Sokratis Apostolidis",
"Patryk Orzechowski",
"Sang-Hyuk Jung",
"Jakob Woerner",
"Yidi Huang",
"Nuala J. Meyer",
"Allison R. Greenplate",
"Dokyoon Kim",
"John Wherry"
] | Single-cell Masked Autoencoder: An Accurate and Interpretable Automated Immunophenotyper | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=2QMmoG1UCQ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Gleb Vitalevich Solovev",
"Anna Kalyuzhnaya",
"Alexander Hvatov",
"Nikita Starodubcev",
"Oleg Petrov",
"Nikolay Nikitin"
] | AI Framework for Generative Design of Computational Experiments with Structures in Physical Environment | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=28w0bjBQiw | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Luyao Zhang"
] | Machine Learning for Blockchain: Literature Review and Open Research Questions | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=0zOMy0JE4B | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yanzheng Wang",
"Boyue wang",
"TIANYU SHI",
"Jie Fu",
"Yi Zhou",
"zhizhuo zhang"
] | Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization | null |
|||
Workshop/AI4Science | https://openreview.net/forum?id=0ipxdwZmFR | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alexander Hvatov",
"Damir Aminev",
"Nikita Demyanchuk"
] | Easy to learn hard to master - how to solve an arbitrary equation with PINN | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=z4BgPtgEsS | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yisak Kim",
"Kyungmin Jeon",
"Soyeon Kim",
"Chang Min Park"
] | Lesion in-and-out painting for medical image augmentation | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=wsFCbuDwxY | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"MinGyu Choi",
"Changhee Lee"
] | Clinical Time Series Imputation using Conditional Information Bottleneck | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=uowg2Iz5eJ | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Kemal Inecik",
"Adil Meric",
"Fabian J Theis"
] | flowVI: Flow Cytometry Variational Inference | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=um0kSuayWn | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hyundong Choi",
"Heechul Jung"
] | A GAN Model with Controllable Lesion Generation for Synthetic Capsule Endoscopy Datasets | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=tiqs7trqcC | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Cécile Trottet",
"Manuel Schürch",
"Amina Mollaysa",
"Ahmed Allam",
"Michael Krauthammer"
] | Generative Time Series Models with Interpretable Latent Processes for Complex Disease Trajectories | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=r7qL5vM3Aa | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alejandro Almodóvar",
"Juan Parras",
"Santiago Zazo"
] | Federated learning for causal inference using deep generative disentangled models | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=qV1sBPrfRL | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Brian L. Hill",
"Melikasadat Emami",
"Vijay S Nori",
"Aldo Cordova-Palomera",
"Robert E. Tillman",
"Eran Halperin"
] | CHIRon: A Generative Foundation Model for Structured Sequential Medical Data | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=q53lpM5KEg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Wenqi Shi",
"Benoit Louis Marteau",
"May Dongmei Wang"
] | Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=mDwURmlapW | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Bruno Aristimunha",
"Raphael Yokoingawa de Camargo",
"Sylvain Chevallier",
"Oeslle Lucena",
"Adam G Thomas",
"M. Jorge Cardoso",
"Walter Hugo Lopez Pinaya",
"Jessica Dafflon"
] | Synthetic Sleep EEG Signal Generation using Latent Diffusion Models | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=khB5CQidql | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sayantan Kumar",
"Philip Payne",
"Aristeidis Sotiras"
] | mmNormVAE: Normative Modeling on Multimodal Neuroimaging Data using Variational Autoencoders | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=c4p3ng0SCt | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Eloy Geenjaar",
"Donghyun Kim",
"Riyasat Ohib",
"Marlena Duda",
"Amrit Kashyap",
"Sergey M. Plis",
"Vince Calhoun"
] | Uncovering the latent dynamics of whole-brain fMRI tasks with a sequential variational autoencoder | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=XUgIZQvxg4 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] | Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=VsJyA3dhLr | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Seunghyun Jang",
"Yisak Kim",
"Dongheon Lee",
"Chang Min Park"
] | Texture synthesis for realistic-looking virtual colonoscopy using mask-aware transformer | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=UVF1AMBj9u | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Yifu Cai",
"Mononito Goswami",
"Arjun Choudhry",
"Arvind Srinivasan",
"Artur Dubrawski"
] | JoLT: Jointly Learned Representations of Language and Time-Series | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=TynSiNAVc8 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | https://github.com/edshkim98/diffusioniqt | [
"Seunghoi Kim",
"Daniel C. Alexander",
"Ahmed Karam Eldaly",
"Matteo Figini",
"Henry F J Tregidgo"
] | A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI | 10 |
|||
Workshop/DGM4H | https://openreview.net/forum?id=ThnI0oEeVG | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Federica Granese",
"Ahmad Fall",
"Alex Lence",
"Joe-Elie Salem",
"Jean-Daniel Zucker",
"Edi Prifti"
] | The Negative Impact of Denoising on Automated Classification of Electrocardiograms | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=SXw8DBKoRg | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Manuel Schürch",
"Xiang Li",
"Ahmed Allam",
"Giulia Hofer",
"Amina Mollaysa",
"Claudia Cavelti-Weder",
"Michael Krauthammer"
] | Generating Personalized Insulin Treatments Strategies with Conditional Generative Time Series Models | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=RWNgcQuPzj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Joanna Kaleta",
"Diego Dall'alba",
"Szymon Plotka",
"Przemyslaw Korzeniowski"
] | LC-SD: Realistic Endoscopic Image Generation with Limited Training Data | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=RUxqqDRXu2 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Mihir Bafna",
"Vikranth Keerthipati",
"Subhash Chandra Kanaparthi",
"Ruochi Zhang"
] | DiffRNAFold: Generating RNA Tertiary Structures with Latent Space Diffusion | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=Ntu8oGEV3S | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Lisa Bedin",
"Gabriel Cardoso",
"Remi Dubois",
"Eric Moulines"
] | ECG Inpainting with denoising diffusion prior | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=MGfj4n1V5Y | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Fanyang Yu",
"Rongguang Wang",
"Pratik Chaudhari",
"Christos Davatzikos"
] | Investigating Causality Between Genotype And Clinical Phenotype In Neurological Disorders Using Structural Causal Model and Normalizing Flow | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=LK934TymQh | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Emily Napier",
"Gavia Gray",
"Tristan Loria",
"Veronica Vuong",
"Michael Thaut",
"Sageev Oore"
] | Transferring Movement Understanding for Parkinson’s Therapy by Generative Pre-Training | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=HzuNJ0Nqvf | bestpaper | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] | Protein Inpainting Co-Design with ProtFill | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=EJ7YNgWYFj | oral | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Hadi Abdine",
"Michail Chatzianastasis",
"Costas Bouyioukos",
"Michalis Vazirgiannis"
] | Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=Bfr0m4Ucl6 | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Andries Petrus Smit",
"Paul Duckworth",
"Nathan Grinsztajn",
"Kale-ab Tessera",
"Thomas D Barrett",
"Arnu Pretorius"
] | Are we going MAD? Benchmarking Multi-Agent Debate between Language Models for Medical Q A | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=9cHt8szDMj | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Alexander Decruyenaere",
"Heidelinde Dehaene",
"Paloma Rabaey",
"Christiaan Polet",
"Johan Decruyenaere",
"Stijn Vansteelandt",
"Thomas Demeester"
] | Synthetic Data: Can We Trust Statistical Estimators? | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=5jpUvL64Av | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Natalie R Davidson",
"Casey Greene"
] | BuDDI: Bulk Deconvolution with Domain Invariance to predict cell-type-specific perturbations from bulk | null |
|||
Workshop/DGM4H | https://openreview.net/forum?id=3tu9EnRoWl | poster | NeurIPS2023 | null | null | null | null | null | null | null | null | null | null | NaT | null | [
"Sonali Andani",
"Boqi Chen",
"Joanna Ficek-Pascual",
"Simon Heinke",
"Ruben Casanova",
"Bettina Sobottka",
"Bernd Bodenmiller",
"Viktor Koelzer",
"Gunnar Ratsch"
] | Multi-V-Stain: Multiplexed Virtual Staining of Histopathology Whole-Slide Images | null |
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