id
stringlengths 4
45
| proceedings
stringlengths 38
198
| type
stringclasses 18
values | arxiv_id
stringlengths 0
10
| title
stringlengths 10
207
| authors
listlengths 1
125
⌀ | paper_page
stringlengths 0
40
| GitHub
listlengths 0
3
| Spaces
listlengths 0
100
| Models
listlengths 0
100
| Datasets
listlengths 0
100
| project_page
stringclasses 201
values | conference_name
stringclasses 16
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/AI4Science
|
https://openreview.net/forum?id=OQXCc21rgM
|
poster
|
Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events
|
[
"Anurag Dutta",
"Madhurima Panja",
"Uttam Kumar",
"Chittaranjan Hens",
"Tanujit Chakraborty"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=NrAPGwleHA
|
poster
|
2312.08678
|
Deep Learning with Physics Priors as Generalized Regularizers
|
[
"Frank Liu",
"Agniva Chowdhury"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=Nn43zREWvX
|
poster
|
2310.02227
|
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
|
[
"Kazem Meidani",
"Parshin Shojaee",
"Chandan K. Reddy",
"Amir Barati Farimani"
] |
https://huggingface.co/papers/2310.02227
|
[
"https://github.com/deep-symbolic-mathematics/Multimodal-Math-Pretraining"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/AI4Science
|
https://openreview.net/forum?id=MtlsaZObXf
|
poster
|
2310.20463
|
Interpretable Neural PDE Solvers using Symbolic Frameworks
|
[
"Yolanne Lee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=MhHWPUazY4
|
poster
|
Infusing Spatial Knowledge into Deep Learning for Earth Science: A Hydrological Application
|
[
"Zelin Xu",
"Tingsong Xiao",
"Wenchong He",
"Yu Wang",
"Zhe Jiang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=MK7gIPSter
|
poster
|
2312.03016
|
Protein Language Model-Powered 3D Ligand Binding Site Prediction from Protein Sequence
|
[
"Shuo Zhang",
"Lei Xie"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=M12lmQKuxa
|
oral
|
2310.02994
|
Multiple Physics Pretraining for Physical Surrogate Models
|
[
"Michael McCabe",
"Bruno Régaldo-Saint Blancard",
"Liam Holden Parker",
"Ruben Ohana",
"Miles Cranmer",
"Alberto Bietti",
"Michael Eickenberg",
"Siavash Golkar",
"Geraud Krawezik",
"Francois Lanusse",
"Mariel Pettee",
"Tiberiu Tesileanu",
"Kyunghyun Cho",
"Shirley Ho"
] |
[
"https://github.com/PolymathicAI/multiple_physics_pretraining"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=KWwwQ97HfS
|
poster
|
2312.05340
|
Transition Path Sampling with Boltzmann Generator-based MCMC Moves
|
[
"Michael Plainer",
"Hannes Stark",
"Charlotte Bunne",
"Stephan Günnemann"
] |
[
"https://github.com/plainerman/latent-tps"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=KMtM5ZHxct
|
poster
|
scCLIP: Multi-modal Single-cell Contrastive Learning Integration Pre-training
|
[
"Lei Xiong",
"Tianlong Chen",
"Manolis Kellis"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=KHDMZtoF4i
|
poster
|
2310.02989
|
xVal: A Continuous Number Encoding for Large Language Models
|
[
"Siavash Golkar",
"Mariel Pettee",
"Michael Eickenberg",
"Alberto Bietti",
"Miles Cranmer",
"Geraud Krawezik",
"Francois Lanusse",
"Michael McCabe",
"Ruben Ohana",
"Liam Holden Parker",
"Bruno Régaldo-Saint Blancard",
"Tiberiu Tesileanu",
"Kyunghyun Cho",
"Shirley Ho"
] |
[
"https://github.com/PolymathicAI/xVal"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=J8HGMimNYe
|
oral
|
2310.08408
|
XLuminA: An Auto-differentiating Discovery Framework for Super-Resolution Microscopy
|
[
"Carla Rodríguez",
"Sören Arlt",
"Leonhard Möckl",
"Mario Krenn"
] |
[
"https://github.com/artificial-scientist-lab/xlumina"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=IxyMZngWen
|
poster
|
2310.06150
|
Latent Diffusion Model for DNA Sequence Generation
|
[
"Zehui Li",
"Yuhao Ni",
"Tim August B. Huygelen",
"Akashaditya Das",
"Guoxuan Xia",
"Guy-Bart Stan",
"Yiren Zhao"
] |
[
"https://github.com/zehui127/latent-dna-diffusion"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=Il8mRcEiRq
|
poster
|
Exploring the applications of Neural Cellular Automata in molecular sciences
|
[
"Sebastian Pagel",
"Leroy Cronin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=IaUDEYN48p
|
oral
|
2403.02290
|
Koopman-Assisted Reinforcement Learning
|
[
"Preston Rozwood",
"Edward Mehrez",
"Ludger Paehler",
"Wen Sun",
"Steven Brunton"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=IYSljK0uEw
|
poster
|
Automated distillation of genomic equations governing single cell gene expression
|
[
"Edouardo Honig",
"Frederique Ruf-Zamojski",
"Stuart Sealfon",
"Ying Nian Wu",
"Zijun Frank Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=IQURgB6PZx
|
poster
|
2308.16212
|
RetroBridge: Modeling Retrosynthesis with Markov Bridges
|
[
"Ilia Igashov",
"Arne Schneuing",
"Marwin Segler",
"Michael M. Bronstein",
"Bruno Correia"
] |
https://huggingface.co/papers/2308.16212
|
[
"https://github.com/igashov/retrobridge"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/AI4Science
|
https://openreview.net/forum?id=HrUsm9Rorj
|
poster
|
Adaptive learning acceleration for nonlinear PDE solvers
|
[
"Vinicius Luiz Santos Silva",
"Pablo Salinas",
"Claire E Heaney",
"Matthew Jackson",
"Christopher Charles Pain"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=HSvg7qFFd2
|
poster
|
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
|
[
"Ali Behrouz",
"Parsa Delavari",
"Farnoosh Hashemi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=H98ZQrAUKD
|
poster
|
Representation Learning for Spatial Multimodal Data Integration with Optimal Transport
|
[
"Xinhao Liu",
"Benjamin Raphael"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=F7hIk2Bw6X
|
poster
|
ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
|
[
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=EYEuvuu0Ky
|
poster
|
2309.16235
|
Language Models in Molecular Discovery
|
[
"Nikita Janakarajan",
"Tim Erdmann",
"Sarathkrishna Swaminathan",
"Teodoro Laino",
"Jannis Born"
] |
https://huggingface.co/papers/2309.16235
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/AI4Science
|
https://openreview.net/forum?id=EHblk6xzHe
|
poster
|
Virtual Receptors for Efficient Molecular Diffusion
|
[
"Matan Halfon",
"Eyal Rozenberg",
"Ehud Rivlin",
"Daniel Freedman"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=E1khscdUdH
|
poster
|
Insight Miner: A Time Series Analysis Dataset for Cross-Domain Alignment with Natural Language
|
[
"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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=DqJThcBJ6P
|
poster
|
2311.06297
|
STRIDE: Structure-guided Generation for Inverse Design of Molecules
|
[
"Shehtab Zaman",
"Denis Akhiyarov",
"Mauricio Araya-Polo",
"Kenneth Chiu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=DBiWSzlaGz
|
poster
|
2312.13289
|
Stoichiometry Representation Learning with Polymorphic Crystal Structures
|
[
"Namkyeong Lee",
"Heewoong Noh",
"Gyoung S. Na",
"Tianfan Fu",
"Jimeng Sun",
"Chanyoung Park"
] |
[
"https://github.com/namkyeong/polysrl_ai4science"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=D1OcdXlFcL
|
poster
|
2309.15593
|
Exciton-Polariton Condensates: A Fourier Neural Operator Approach
|
[
"Surya Teja Sathujoda",
"Yuan Wang",
"Kanishk Gandhi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=CllNd4XWVF
|
poster
|
AI, Robot Neuroscientist: Reimagining Hypothesis Generation
|
[
"Jiaqi Shang",
"Will Xiao"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=CZGHAeeBk3
|
oral
|
2406.05426
|
Baking Symmetry into GFlowNets
|
[
"George Ma",
"Emmanuel Bengio",
"Yoshua Bengio",
"Dinghuai Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=BybTciafUJ
|
poster
|
Shape Arithmetic Expressions
|
[
"Krzysztof Kacprzyk",
"Mihaela van der Schaar"
] |
[
"https://github.com/krzysztof-kacprzyk/shares"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=BaIor3Ur51
|
poster
|
2311.04457
|
Evaluating Uncertainty Quantification approaches for Neural PDEs in scientific applications
|
[
"Vardhan Dongre",
"Gurpreet Singh Hora"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=B8EpSHEp9j
|
poster
|
Relaxed Octahedral Group Convolution for Learning Symmetry Breaking in 3D Physical Systems
|
[
"Rui Wang",
"Robin Walters",
"Tess Smidt"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=Ap4rSgB3O1
|
poster
|
Higher Order Equivariant Graph Neural Networks for Charge Density Prediction
|
[
"Teddy Koker",
"Keegan Quigley",
"Lin Li"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=AS5AZ5L8zk
|
poster
|
ChatPathway: Conversational Large Language Models for Biology Pathway Detection
|
[
"Yanjing Li",
"Hannan Xu",
"Haiteng Zhao",
"Hongyu Guo",
"Shengchao Liu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=AIfqWNHKjo
|
oral
|
2312.04070
|
A Transformer Model for Symbolic Regression towards Scientific Discovery
|
[
"Florian Lalande",
"Yoshitomo Matsubara",
"Naoya Chiba",
"Tatsunori Taniai",
"Ryo Igarashi",
"Yoshitaka Ushiku"
] |
[
"https://github.com/omron-sinicx/transformer4sr"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=A28gzFJd28
|
poster
|
Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
|
[
"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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=9Z4XZOhwiz
|
poster
|
Bad Exoplanet! Explaining Degraded Performance when Reconstructing Exoplanets Atmospheric Parameters
|
[
"Alkis Koudounas",
"Flavio Giobergia",
"Elena Baralis"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=82brfaM02h
|
poster
|
XBrainLab: An Open-Source Software for Explainable Artificial Intelligence-Based EEG Analysis
|
[
"Chia-Ying Hsieh",
"Jing-Lun Chou",
"Yu-Hsin Chang",
"Chun-Shu Wei"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=7DULB2GfkG
|
poster
|
Learning Inter-Graph Interactions Between Heterogeneous Substructures of Chemical Systems
|
[
"Gyoung S. Na"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=5ueXRkKMMg
|
poster
|
2401.13171
|
Compositional Generative Inverse Design
|
[
"Tailin Wu",
"Takashi Maruyama",
"Long Wei",
"Tao Zhang",
"Yilun Du",
"Gianluca Iaccarino",
"Jure Leskovec"
] |
https://huggingface.co/papers/2401.13171
|
[
"https://github.com/ai4science-westlakeu/cindm"
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/AI4Science
|
https://openreview.net/forum?id=5iryL0a6x4
|
poster
|
2306.11681
|
MoleCLUEs: Molecular Conformers Maximally In-Distribution for Predictive Models
|
[
"Michael Maser",
"Natasa Tagasovska",
"Jae Hyeon Lee",
"Andrew Martin Watkins"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=4fyg1VX80A
|
poster
|
2312.10310
|
scBiGNN: Bilevel Graph Representation Learning for Cell Type Classification from Single-cell RNA Sequencing Data
|
[
"Rui Yang",
"Wenrui Dai",
"Chenglin Li",
"Junni Zou",
"Dapeng Wu",
"Hongkai Xiong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=4ePJjCP14u
|
poster
|
Rethinking Bayesian Optimization with Gaussian Processes: Insights from Hyperspectral Trait Search
|
[
"Ruhana Azam",
"Samuel B Fernandes",
"Andrew D.B. Leakey",
"Alexander Lipka",
"Mohammed Kebir",
"Sanmi Koyejo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=4c4ArnOcBe
|
poster
|
2307.10422
|
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
|
[
"Zhihan Gao",
"Xingjian Shi",
"Boran Han",
"Hao Wang",
"Xiaoyong Jin",
"Danielle C. Maddix",
"Yi Zhu",
"Mu Li",
"Bernie Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=4S3gmowKOr
|
poster
|
Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
|
[
"Adriana Carolina Gonzalez Cavazos",
"Roger Tu",
"Meghamala Sinha",
"Andrew Su"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=3awrGYl7YD
|
poster
|
AI Ethics Education for Scientists
|
[
"Savannah Jennifer Thais"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=3WF88uMjGz
|
oral
|
Harmonic Prior Self-conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design
|
[
"Hannes Stark",
"Bowen Jing",
"Regina Barzilay",
"Tommi Jaakkola"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=3Cg94Z1RZj
|
poster
|
Modelling Microbial Communities with Graph Neural Networks
|
[
"Albane Ruaud",
"Cansu Sancaktar",
"Marco Bagatella",
"Christoph Ratzke",
"Georg Martius"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=2vt5z5x9fS
|
poster
|
2311.09235
|
Scalable Diffusion for Materials Generation
|
[
"Sherry Yang",
"KwangHwan Cho",
"Amil Merchant",
"Pieter Abbeel",
"Dale Schuurmans",
"Igor Mordatch",
"Ekin Dogus Cubuk"
] |
https://huggingface.co/papers/2311.09235
|
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|
Workshop/AI4Science
|
https://openreview.net/forum?id=2vernsvOi2
|
poster
|
Towards out-of-distribution generalizable predictions of chemical kinetic properties
|
[
"Zihao Wang",
"Yongqiang Chen",
"Yang Duan",
"Weijiang Li",
"Bo Han",
"James Cheng",
"Hanghang Tong"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=2mq6uezuGj
|
poster
|
Single-cell Masked Autoencoder: An Accurate and Interpretable Automated Immunophenotyper
|
[
"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"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=2QMmoG1UCQ
|
poster
|
AI Framework for Generative Design of Computational Experiments with Structures in Physical Environment
|
[
"Gleb Vitalevich Solovev",
"Anna Kalyuzhnaya",
"Alexander Hvatov",
"Nikita Starodubcev",
"Oleg Petrov",
"Nikolay Nikitin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=2H1oU6VD4H
|
poster
|
2310.07313
|
Molecule-edit templates for efficient and accurate retrosynthesis prediction
|
[
"Mikołaj Sacha",
"Michał Sadowski",
"Piotr Kozakowski",
"Ruard van Workum",
"Stanislaw Kamil Jastrzebski"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/AI4Science
|
https://openreview.net/forum?id=28w0bjBQiw
|
poster
|
Machine Learning for Blockchain: Literature Review and Open Research Questions
|
[
"Luyao Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=0zOMy0JE4B
|
poster
|
Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization
|
[
"Yanzheng Wang",
"Boyue wang",
"TIANYU SHI",
"Jie Fu",
"Yi Zhou",
"zhizhuo zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=0ipxdwZmFR
|
poster
|
Easy to learn hard to master - how to solve an arbitrary equation with PINN
|
[
"Alexander Hvatov",
"Damir Aminev",
"Nikita Demyanchuk"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=0bfWpiwPLZ
|
poster
|
2310.03253
|
Molecule Design by Latent Prompt Transformer
|
[
"Deqian Kong",
"Yuhao Huang",
"Jianwen Xie",
"Ying Nian Wu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=z4BgPtgEsS
|
poster
|
Lesion in-and-out painting for medical image augmentation
|
[
"Yisak Kim",
"Kyungmin Jeon",
"Soyeon Kim",
"Chang Min Park"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=z1AVG5LDQ7
|
poster
|
2311.06480
|
Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance
|
[
"June-Woo Kim",
"Chihyeon Yoon",
"Miika Toikkanen",
"Sangmin Bae",
"Ho-Young Jung"
] |
[
"https://github.com/kaen2891/adversarial_fine-tuning_using_generated_respiratory_sound"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=wsFCbuDwxY
|
poster
|
Clinical Time Series Imputation using Conditional Information Bottleneck
|
[
"MinGyu Choi",
"Changhee Lee"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=uowg2Iz5eJ
|
poster
|
flowVI: Flow Cytometry Variational Inference
|
[
"Kemal Inecik",
"Adil Meric",
"Fabian J Theis"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=um0kSuayWn
|
poster
|
A GAN Model with Controllable Lesion Generation for Synthetic Capsule Endoscopy Datasets
|
[
"Hyundong Choi",
"Heechul Jung"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=tiqs7trqcC
|
oral
|
Generative Time Series Models with Interpretable Latent Processes for Complex Disease Trajectories
|
[
"Cécile Trottet",
"Manuel Schürch",
"Amina Mollaysa",
"Ahmed Allam",
"Michael Krauthammer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=s5nWttQIib
|
poster
|
2311.05889
|
Semantic Map Guided Synthesis of Wireless Capsule Endoscopy Images using Diffusion Models
|
[
"Haejin Lee",
"Jeongwoo Ju",
"Jonghyuck Lee",
"Yeoun Joo Lee",
"Heechul Jung"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=r7qL5vM3Aa
|
poster
|
Federated learning for causal inference using deep generative disentangled models
|
[
"Alejandro Almodóvar",
"Juan Parras",
"Santiago Zazo"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=qV1sBPrfRL
|
poster
|
CHIRon: A Generative Foundation Model for Structured Sequential Medical Data
|
[
"Brian L. Hill",
"Melikasadat Emami",
"Vijay S Nori",
"Aldo Cordova-Palomera",
"Robert E. Tillman",
"Eran Halperin"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=q53lpM5KEg
|
poster
|
Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics
|
[
"Wenqi Shi",
"Benoit Louis Marteau",
"May Dongmei Wang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=mqnR8rGWkn
|
poster
|
2310.06552
|
Automated clinical coding using off-the-shelf large language models
|
[
"Joseph Spartacus Boyle",
"Antanas Kascenas",
"Pat Lok",
"Maria Liakata",
"Alison Q O'Neil"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=mDwURmlapW
|
oral
|
Synthetic Sleep EEG Signal Generation using Latent Diffusion Models
|
[
"Bruno Aristimunha",
"Raphael Yokoingawa de Camargo",
"Sylvain Chevallier",
"Oeslle Lucena",
"Adam G Thomas",
"M. Jorge Cardoso",
"Walter Hugo Lopez Pinaya",
"Jessica Dafflon"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=khB5CQidql
|
poster
|
mmNormVAE: Normative Modeling on Multimodal Neuroimaging Data using Variational Autoencoders
|
[
"Sayantan Kumar",
"Philip Payne",
"Aristeidis Sotiras"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=kDbD2GkLfy
|
poster
|
2310.18681
|
DySurv: Dynamic Deep Learning Model for Survival Prediction in the ICU
|
[
"Munib Mesinovic",
"Peter Watkinson",
"Tingting Zhu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=fe0I3PIqFT
|
poster
|
2402.09137
|
Semi-Supervised Diffusion Model for Brain Age Prediction
|
[
"Ayodeji Ijishakin",
"Sophie A. Martin",
"Florence J Townend",
"James H. Cole",
"ANDREA MALASPINA"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=c4p3ng0SCt
|
poster
|
Uncovering the latent dynamics of whole-brain fMRI tasks with a sequential variational autoencoder
|
[
"Eloy Geenjaar",
"Donghyun Kim",
"Riyasat Ohib",
"Marlena Duda",
"Amrit Kashyap",
"Sergey M. Plis",
"Vince Calhoun"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=XUgIZQvxg4
|
poster
|
Generative Multimodal Decoding: Reconstructing Images and Text from Human fMRI
|
[
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=VsJyA3dhLr
|
poster
|
Texture synthesis for realistic-looking virtual colonoscopy using mask-aware transformer
|
[
"Seunghyun Jang",
"Yisak Kim",
"Dongheon Lee",
"Chang Min Park"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=Uk6WMt9l9w
|
poster
|
2312.01242
|
DDxT: Deep Generative Transformer Models for Differential Diagnosis
|
[
"Mohammad Mahmudul Alam",
"Edward Raff",
"Tim Oates",
"Cynthia Matuszek"
] |
[
"https://github.com/MahmudulAlam/Differential-Diagnosis-Using-Transformers"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=Ujqjn2q9Gi
|
poster
|
2312.06457
|
Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping
|
[
"Will Thompson",
"David Michael Vidmar",
"Jessica Karina De Freitas",
"Gabriel Altay",
"Kabir Manghnani",
"Andrew Nelsen",
"Kellie Morland",
"John Pfeifer",
"Brandon Kenneth Fornwalt",
"RuiJun Chen",
"Martin Stumpe",
"Riccardo Miotto"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=UVF1AMBj9u
|
poster
|
JoLT: Jointly Learned Representations of Language and Time-Series
|
[
"Yifu Cai",
"Mononito Goswami",
"Arjun Choudhry",
"Arvind Srinivasan",
"Artur Dubrawski"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=TynSiNAVc8
|
poster
|
A 3D Conditional Diffusion Model for Image Quality Transfer - An Application to Low-Field MRI
|
[
"Seunghoi Kim",
"Daniel C. Alexander",
"Ahmed Karam Eldaly",
"Matteo Figini",
"Henry F J Tregidgo"
] |
[
"https://github.com/edshkim98/diffusioniqt"
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=ThnI0oEeVG
|
poster
|
The Negative Impact of Denoising on Automated Classification of Electrocardiograms
|
[
"Federica Granese",
"Ahmad Fall",
"Alex Lence",
"Joe-Elie Salem",
"Jean-Daniel Zucker",
"Edi Prifti"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=SXw8DBKoRg
|
poster
|
Generating Personalized Insulin Treatments Strategies with Conditional Generative Time Series Models
|
[
"Manuel Schürch",
"Xiang Li",
"Ahmed Allam",
"Giulia Hofer",
"Amina Mollaysa",
"Claudia Cavelti-Weder",
"Michael Krauthammer"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=RWNgcQuPzj
|
poster
|
LC-SD: Realistic Endoscopic Image Generation with Limited Training Data
|
[
"Joanna Kaleta",
"Diego Dall'alba",
"Szymon Plotka",
"Przemyslaw Korzeniowski"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=RUxqqDRXu2
|
poster
|
DiffRNAFold: Generating RNA Tertiary Structures with Latent Space Diffusion
|
[
"Mihir Bafna",
"Vikranth Keerthipati",
"Subhash Chandra Kanaparthi",
"Ruochi Zhang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=QAruOR4nUa
|
poster
|
2312.01504
|
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation
|
[
"Yuzhe Lu",
"Sungmin Hong",
"Yash Shah",
"Panpan Xu"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=PvHhhn1iX9
|
poster
|
2312.04382
|
Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection
|
[
"Jongmin Yu",
"Hyeontaek Oh",
"Jinhong Yang"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=OBzxDn1XEy
|
poster
|
2311.07421
|
Robust semi-supervised segmentation with timestep ensembling diffusion models
|
[
"Margherita Rosnati",
"Mélanie Roschewitz",
"Ben Glocker"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=Ntu8oGEV3S
|
poster
|
ECG Inpainting with denoising diffusion prior
|
[
"Lisa Bedin",
"Gabriel Cardoso",
"Remi Dubois",
"Eric Moulines"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=NQEhg8WdvG
|
oral
|
2305.15742
|
Counterfactual Generative Models for Time-Varying Treatments
|
[
"Shenghao Wu",
"Wenbin Zhou",
"Minshuo Chen",
"Shixiang Zhu"
] |
[
"https://github.com/shenghaowu/counterfactual-generative-models"
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=MGfj4n1V5Y
|
poster
|
Investigating Causality Between Genotype And Clinical Phenotype In Neurological Disorders Using Structural Causal Model and Normalizing Flow
|
[
"Fanyang Yu",
"Rongguang Wang",
"Pratik Chaudhari",
"Christos Davatzikos"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=LK934TymQh
|
poster
|
Transferring Movement Understanding for Parkinson’s Therapy by Generative Pre-Training
|
[
"Emily Napier",
"Gavia Gray",
"Tristan Loria",
"Veronica Vuong",
"Michael Thaut",
"Sageev Oore"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=HzuNJ0Nqvf
|
poster
|
Protein Inpainting Co-Design with ProtFill
|
[
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=H7bgz9b9sz
|
poster
|
2309.09362
|
Language models are susceptible to incorrect patient self-diagnosis in medical applications
|
[
"Rojin Ziaei",
"Samuel Schmidgall"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=EJ7YNgWYFj
|
oral
|
Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers
|
[
"Hadi Abdine",
"Michail Chatzianastasis",
"Costas Bouyioukos",
"Michalis Vazirgiannis"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=Bfr0m4Ucl6
|
poster
|
Are we going MAD? Benchmarking Multi-Agent Debate between Language Models for Medical Q A
|
[
"Andries Petrus Smit",
"Paul Duckworth",
"Nathan Grinsztajn",
"Kale-ab Tessera",
"Thomas D Barrett",
"Arnu Pretorius"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=BfHX0hKRSe
|
poster
|
2310.10083
|
JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning
|
[
"Issey Sukeda",
"Masahiro Suzuki",
"Hiroki Sakaji",
"Satoshi Kodera"
] |
https://huggingface.co/papers/2310.10083
|
[
""
] |
[] |
[
"AIgroup-CVM-utokyohospital/llama2-jmedlora-3000",
"AIgroup-CVM-utokyohospital/llama2-jmedlora-30000",
"AIgroup-CVM-utokyohospital/llama2-jmedlora-900"
] |
[] |
NeurIPS2024
|
|
Workshop/DGM4H
|
https://openreview.net/forum?id=AGQYCBdKA5
|
poster
|
2307.16664
|
Generative models for wearables data
|
[
"Arinbjörn Kolbeinsson",
"Luca Foschini"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
||
Workshop/DGM4H
|
https://openreview.net/forum?id=9cHt8szDMj
|
poster
|
Synthetic Data: Can We Trust Statistical Estimators?
|
[
"Alexander Decruyenaere",
"Heidelinde Dehaene",
"Paloma Rabaey",
"Christiaan Polet",
"Johan Decruyenaere",
"Stijn Vansteelandt",
"Thomas Demeester"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=5jpUvL64Av
|
poster
|
BuDDI: Bulk Deconvolution with Domain Invariance to predict cell-type-specific perturbations from bulk
|
[
"Natalie R Davidson",
"Casey Greene"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=3tu9EnRoWl
|
poster
|
Multi-V-Stain: Multiplexed Virtual Staining of Histopathology Whole-Slide Images
|
[
"Sonali Andani",
"Boqi Chen",
"Joanna Ficek-Pascual",
"Simon Heinke",
"Ruben Casanova",
"Bettina Sobottka",
"Bernd Bodenmiller",
"Viktor Koelzer",
"Gunnar Ratsch"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=1cUu0a4T5I
|
oral
|
Hierarchical Protein Representation for Interface Co-design with HICON
|
[
"Aous Khadhraoui",
"Daniel Nakhaee-Zadeh Gutierrez",
"Elizaveta Kozlova"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
|||
Workshop/DGM4H
|
https://openreview.net/forum?id=0aeDKGhlTo
|
poster
|
MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model
|
[
"Gulshan Sharma",
"Abhinav Dhall",
"Ramanathan Subramanian"
] |
[
""
] |
[] |
[] |
[] |
NeurIPS2024
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.