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Workshop/UniReps
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https://openreview.net/forum?id=rGCabZfV3d
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] |
Multimodal decoding of human brain activity into images and text
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=qqdHkqHmfA
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Khai Loong Aw",
"Syrielle Montariol",
"Badr AlKhamissi",
"Martin Schrimpf",
"Antoine Bosselut"
] |
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
| null |
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Workshop/UniReps
|
https://openreview.net/forum?id=qNZ3Tyrq9C
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jun-Peng Jiang",
"Han-Jia Ye",
"Leye Wang",
"Yang Yang",
"Yuan Jiang",
"De-Chuan Zhan"
] |
On Transferring Expert Knowledge from Tabular Data to Images
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=pZakRK1QHU
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Michael Ivanitskiy",
"Alexander F Spies",
"Tilman Räuker",
"Guillaume Corlouer",
"Christopher Mathwin",
"Lucia Quirke",
"Can Rager",
"Rusheb Shah",
"Dan Valentine",
"Cecilia Diniz Behn",
"Katsumi Inoue",
"Samy Wu Fung"
] |
Linearly Structured World Representations in Maze-Solving Transformers
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=oWJP0NhcY7
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gabor Lengyel",
"Sabyasachi Shivkumar",
"Ralf M Haefner"
] |
A General Method for Testing Bayesian Models using Neural Data
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=oPGXH9Vm4R
|
oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"George Stoica",
"Daniel Bolya",
"Jakob Brandt Bjorner",
"Pratik Ramesh",
"Taylor Hearn",
"Judy Hoffman"
] |
ZipIt!: Multitask Model Merging without Training
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=nytcN3SMQh
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jasmine A Moore",
"Vibujithan Vigneshwaran",
"Matthias Wilms",
"Nils Forkert"
] |
Degradation and plasticity in convolutional neural networks: An investigation of internal representations
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=nro8tEfIfw
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zorah Lähner",
"Michael Moeller"
] |
On the Direct Alignment of Latent Spaces
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=mDr0o2WU2n
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jingyang Zhou",
"Chanwoo Chun",
"Ajay Subramanian",
"Eero P Simoncelli"
] |
Comparing neural models using their perceptual discriminability predictions
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=m33S4kCJSd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiwoon Lee",
"Jaeho Lee"
] |
Semi-Ensemble: A Simple Approach Over-parameterize Model Interpolation
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=j641gZOD7m
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chandana Kuntala",
"Carlos R Ponce",
"Deepak Kumar Sharma",
"Binxu Wang"
] |
Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=dpYcX84x6M
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zuowen Wang",
"Longbiao Cheng",
"Joachim Ott",
"Pehuen Moure",
"Shih-Chii Liu"
] |
Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=aP2a5i1iUf
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bo Zhao",
"Nima Dehmamy",
"Robin Walters",
"Rose Yu"
] |
Understanding Mode Connectivity via Parameter Space Symmetry
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=ZphCrdgqKp
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yujia Bao",
"Srinivasan Sivanandan",
"Theofanis Karaletsos"
] |
Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=ZPmx1ncKpr
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Khalid Oublal",
"Said Ladjal",
"David Benhaiem",
"Emmanuel LE BORGNE",
"François Roueff"
] |
DISCOV: A Time Series Representations Disentanglement via Contrastive for Non-Intrusive Load Monitoring (NILM)
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WuFcps7SNL
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haofei Yu",
"Paul Pu Liang",
"Ruslan Salakhutdinov",
"Louis-Philippe Morency"
] |
Mixture of Multimodal Interaction Experts
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WgQZNoQ5AB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi-Fu Wu",
"Klaus Greff",
"Gamaleldin Fathy Elsayed",
"Michael Curtis Mozer",
"Thomas Kipf",
"Sjoerd van Steenkiste"
] |
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=WcfVyzzJOS
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mycal Tucker",
"Greta Tuckute"
] |
Increasing Brain-LLM Alignment via Information-Theoretic Compression
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=Qms9kWnbpP
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Manjot Singh",
"Adalbert Fono",
"Gitta Kutyniok"
] |
Expressivity of Spiking Neural Networks through the Spike Response Model
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=PbvPwiySXz
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gül Sena Altıntaş",
"Gregor Bachmann",
"Lorenzo Noci",
"Thomas Hofmann"
] |
Disentangling Linear Mode Connectivity
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=Nu3t6XX103
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nico Daheim",
"Thomas Möllenhoff",
"Edoardo Ponti",
"Iryna Gurevych",
"Mohammad Emtiyaz Khan"
] |
Model Merging by Gradient Matching
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=NSfecLF4Za
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi-Fu Wu",
"Minseung Lee",
"Sungjin Ahn"
] |
Object-Centric Semantic Vector Quantization
| null |
|||
Workshop/UniReps
|
https://openreview.net/forum?id=LhV3Ex8fky
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Francisco Acosta",
"Colin Conwell",
"Sophia Sanborn",
"David A. Klindt",
"Nina Miolane"
] |
Evaluation of Representational Similarity Scores Across Human Visual Cortex
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=LVYEjD25tZ
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Thomas Lu",
"Aboli Marathe",
"Ada Martin"
] |
Supervising Variational Autoencoder Latent Representations with Language
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=LSSiDy7fG1
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jan Philipp Schneider",
"Mishal Fatima",
"Jovita Lukasik",
"Andreas Kolb",
"Margret Keuper",
"Michael Moeller"
] |
Implicit Representations for Image Segmentation
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=KeiQNpb7sv
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Akash Nagaraj",
"Alekh Karkada Ashok",
"Drew Linsley",
"Francis E Lewis",
"Peisen Zhou",
"Thomas Serre"
] |
Ecological data and objectives align deep neural network representations with humans
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=KWYQu2TxhE
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Martha Gahl",
"Shubham Kulkarni",
"Nikhil Pathak",
"Alex Russell",
"Garrison W. Cottrell"
] |
Visual Expertise Explains Image Inversion Effects
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=JFnjdl2Vc2
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eric J Bigelow",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tomer Ullman"
] |
Subjective Randomness and In-Context Learning
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=J1kzuH90gg
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sungpil Woo",
"MUHAMMAD ZUBAIR",
"Sunhwan Lim",
"Daeyoung Kim"
] |
Deep Multimodal Emotion Recognition using Modality Aware Attention Network for Unifying Representations in Neural Models
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=I9dkBah6Z9
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Daniel Gedon",
"Amirhesam Abedsoltan",
"Thomas B. Schön",
"Mikhail Belkin"
] |
On Feature Learning of Recursive Feature Machines and Automatic Relevance Determination
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=GIuSksGwEp
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Brian S Robinson",
"Nathan Drenkow",
"Colin Conwell",
"Michael Bonner"
] |
A sparse null code emerges in deep neural networks
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=FbFyO1r7rV
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samyak Jain",
"Robert Kirk",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tim Rocktäschel",
"Edward Grefenstette",
"David Krueger"
] |
How does fine-tuning affect your model? Mechanistic analysis on procedural tasks
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=F0Wp4KESt7
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Konstantin Hemker",
"Nikola Simidjievski",
"Mateja Jamnik"
] |
Hybrid Early Fusion for Multi-Modal Biomedical Representations
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=Bi8mfzjIJ3
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alice Bizeul",
"Carl Allen"
] |
SimVAE: Narrowing the gap between Discriminative Generative Representation Learning
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=BZMzFReaiK
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Adam S Lowet",
"Qiao Zheng",
"Melissa Meng",
"Sara Matias",
"Jan Drugowitsch",
"Naoshige Uchida"
] |
Distributional Reinforcement Learning in the Mammalian Brain
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=AxRD2FF7aD
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Teresa Scheidt",
"Lars Kai Hansen"
] |
Universality of intrinsic dimension of latent representations across models
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=9I2jTPhCku
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oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Berivan Isik",
"Victor Lecomte",
"Rylan Schaeffer",
"Yann LeCun",
"Mikail Khona",
"Ravid Shwartz-Ziv",
"Sanmi Koyejo",
"Andrey Gromov"
] |
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=5PYcTwpc6Z
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/gabriele-dominici/SHARCS
|
[
"Gabriele Dominici",
"Pietro Barbiero",
"Lucie Charlotte Magister",
"Pietro Lio",
"Nikola Simidjievski"
] |
SHARCS: Shared Concept Space for
Explainable Multimodal Learning
| 7 |
|||
Workshop/UniReps
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https://openreview.net/forum?id=4M0hhzUGxp
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nanda H Krishna",
"Colin Bredenberg",
"Daniel Levenstein",
"Blake Aaron Richards",
"Guillaume Lajoie"
] |
Sufficient conditions for offline reactivation in recurrent neural networks
| null |
|||
Workshop/UniReps
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https://openreview.net/forum?id=3KfD8vShwF
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Florentin Guth",
"Brice Ménard"
] |
On the universality of neural codes in vision
| null |
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Workshop/UniReps
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https://openreview.net/forum?id=2ApmouuUOC
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Paul Masset",
"Pablo Tano",
"HyungGoo Kim",
"Athar N. Malik",
"Alexandre Pouget",
"Naoshige Uchida"
] |
Multi-timescale reinforcement learning in the brain
| null |
|||
Workshop/MLNCP
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https://openreview.net/forum?id=w1Vx3iQonv
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xianxin Guo",
"Chenchen Wang",
"Djamshid Damry"
] |
Inference analysis of optical transformers
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=to9NJEMGCC
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matthew J. Filipovich",
"Aleksei Malyshev",
"Alexander Lvovsky"
] |
Diffractive Optical Neural Networks with Arbitrary Spatial Coherence
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=n0HMpICxpU
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shumpei Kobayashi",
"Quoc Hoan Tran",
"Kohei Nakajima"
] |
Hierarchy of the echo state property in quantum reservoir computing
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=lTYd1pa8bO
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Menachem Stern",
"Sam Dillavou",
"Dinesh Jayaraman",
"Douglas Durian",
"Andrea Liu"
] |
Contrastive power-efficient physical learning in resistor networks
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=iwYCqNb0B9
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mark Plagge",
"Suma G Cardwell",
"Frances S. Chance"
] |
Expanding Spiking Neural Networks With Dendrites for Deep Learning
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=fm8p9MDkd9
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maxwell Anderson",
"Shi-Yuan Ma",
"Tianyu Wang",
"Logan G. Wright",
"Peter McMahon"
] |
Scaling of Optical Transformers
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=fLfYeAfiCq
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mizuka Komatsu",
"Takaharu Yaguchi",
"Kohei Nakajima"
] |
Algebraic Design of Physical Computing System for Time-Series Generation
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=aqsFLVg0tY
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Momeni",
"Babak Rahmani",
"Matthieu Malléjac",
"Philipp del Hougne",
"Romain Fleury"
] |
PhyFF: Physical forward forward algorithm for in-hardware training and inference
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=aaJ5wbrff5
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yanqing Zhang",
"Huaiyuan Chu"
] |
A Green Granular Convolutional Neural Network with Software-FPGA Co-designed Learning
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=QjdzXNzyrL
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mohamed Watfa",
"Alberto Garcia-Ortiz"
] |
Adjoint Method: The Connection between Analog-based Equilibrium Propagation Architectures and Neural ODEs
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=PkduOOJOZA
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marvin Syed",
"Kirill Kalinin",
"Natalia Berloff"
] |
Beyond Digital: Harnessing Analog Hardware for Machine Learning
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=LdPkWxTjiW
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rasmus Høier",
"Christopher Zach"
] |
A Lagrangian Perspective on Dual Propagation
| null |
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Workshop/MLNCP
|
https://openreview.net/forum?id=IuN2WXtFSY
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Atilla Schreiber",
"Shuchen Wu",
"Chenxi Wu",
"Giacomo Indiveri",
"Eric Schulz"
] |
Biologically-plausible hierarchical chunking on mixed-signal neuromorphic hardware
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=Fik4cO7FXd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jeremie Laydevant",
"Peter McMahon",
"Davide Venturelli",
"Paul Aaron Lott"
] |
The Benefits of Self-Supervised Learning for Training Physical Neural Networks
| null |
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Workshop/MLNCP
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https://openreview.net/forum?id=FGduPFaCIa
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dighanchal Banerjee",
"Sounak Dey",
"Debatri Chatterjee",
"Arpan Pal"
] |
Towards low power cognitive load analysis using EEG signal: A neuromorphic computing approach
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=BtC95j83bY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Catherine Schuman",
"Suma G Cardwell",
"Karan P. Patel",
"J. Darby Smith",
"Jared Arzate",
"Andrew Maicke",
"Samuel Liu",
"Jaesuk Kwon",
"Jean Anne Incorvia"
] |
Device Codesign using Reinforcement Learning and Evolutionary Optimization
| null |
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Workshop/MLNCP
|
https://openreview.net/forum?id=7YUt7pQVFg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Quanling Zhao",
"Anthony Hitchcock Thomas",
"Xiaofan Yu",
"Tajana Rosing"
] |
Unleashing Hyperdimensional Computing with Nyström Method based Encoding
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=6flkWTzK2H
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Patrick J. Coles",
"Maxwell Aifer",
"Kaelan Donatella",
"Denis Melanson",
"Max Hunter Gordon",
"Thomas Dybdahl Ahle",
"Daniel Simpson",
"Gavin Crooks",
"Antonio J Martinez",
"Faris Mouti Sbahi"
] |
Thermodynamic AI and Thermodynamic Linear Algebra
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=4P65OwisG9
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sam Dillavou",
"Benjamin Beyer",
"Menachem Stern",
"Marc Miskin",
"Andrea Liu",
"Douglas Durian"
] |
Nonlinear Classification Without a Processor
| null |
|||
Workshop/MLNCP
|
https://openreview.net/forum?id=3W3Qo3arAG
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arsalan Taassob",
"Davide Venturelli",
"Paul Aaron Lott"
] |
Neural Deep Operator Networks representation of Coherent Ising Machine Dynamics
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=zQTa2XdPnP
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eray Inanc",
"Rakesh Sarma",
"Marcel Aach",
"Rocco Sedona",
"Andreas Lintermann"
] |
AI4HPC: Library to Train AI Models on HPC Systems using CFD Datasets
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=xINTMAvPQA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gavia Gray",
"Anshul Samar",
"Joel Hestness"
] |
Efficient and Approximate Per-Example Gradient Norms for Gradient Noise Scale
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=tKqUiPUE6H
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oishi Deb",
"Emmanouil Benetos",
"Philip Torr"
] |
Remaining-Useful-Life Prediction and Uncertainty Quantification using LSTM Ensembles for Aircraft Engines
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=rBgo4Mi8vZ
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amirkeivan Mohtashami",
"Matteo Pagliardini",
"Martin Jaggi"
] |
CoTFormer: More Tokens With Attention Make Up For Less Depth
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=qScA3fL49l
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dacheng Li",
"Rulin Shao",
"Anze Xie",
"Eric P. Xing",
"Joseph E. Gonzalez",
"Ion Stoica",
"Xuezhe Ma",
"Hao Zhang"
] |
LightSeq: : Sequence Level Parallelism for Distributed Training of Long Context Transformers
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=oYztmXK2mu
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Konstantinos Pitas",
"Michael Arbel",
"Julyan Arbel"
] |
Improving Deep Ensembles without Communication
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=lWU12ye1qa
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Donghoon Han",
"Seunghyeon Seo",
"Donghyeon Jeon",
"Jiho Jang",
"Chaerin Kong",
"Nojun Kwak"
] |
ConcatPlexer : Additional Dim1 Batching for Faster ViTs
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=iP4WcJ4EX0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/cerebrasresearch/sift
|
[
"Vithursan Thangarasa",
"Shreyas Saxena",
"Abhay Gupta",
"Sean Lie"
] |
Sparse Iso-FLOP Transformations for Maximizing Training Efficiency
| 25 |
|||
Workshop/WANT
|
https://openreview.net/forum?id=fhQIsEbvlN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yunzhen Feng",
"Shanmukha Ramakrishna Vedantam",
"Julia Kempe"
] |
Embarrassingly Simple Dataset Distillation
| null |
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Workshop/WANT
|
https://openreview.net/forum?id=doQwq4kwFc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/hmgxr128/qsr
|
[
"Xinran Gu",
"Kaifeng Lyu",
"Sanjeev Arora",
"Jingzhao Zhang",
"Longbo Huang"
] |
A Quadratic Synchronization Rule for Distributed Deep Learning
| 2 |
|||
Workshop/WANT
|
https://openreview.net/forum?id=ZmuLcqwzkl
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Vladimirovich Demidovskij",
"Aleksei Trutnev",
"Artem Tugarev",
"Igor Salnikov",
"Stanislav Pavlov"
] |
DAREL: Data Reduction with Losses for Training Acceleration of Real and Hypercomplex Neural Networks
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=ZezqFPGZKS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Guillermo Sanchez-Brizuela",
"Ved Patwardhan",
"Matthew Barrett",
"Paul Anderson",
"Mustafa Hani",
"Daniel James Lenton"
] |
Accelerating Deep Learning using Ivy
| null |
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Workshop/WANT
|
https://openreview.net/forum?id=NxpWp0IhgB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jiamu Zhang",
"Shaochen Zhong",
"Andrew Ye",
"Zirui Liu",
"Kaixiong Zhou",
"Xia Hu",
"Shuai Xu",
"Vipin Chaudhary"
] |
LeanFlex-GKP: Advancing Hassle-Free Structured Pruning with Simple Flexible Group Count
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=LHKmzWP7RN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Oscar Key",
"Jean Kaddour",
"Pasquale Minervini"
] |
Local LoRA: Memory-Efficient Fine-Tuning of Large Language Models
| null |
|||
Workshop/WANT
|
https://openreview.net/forum?id=GXl0agrQnI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hichem Sahbi"
] |
Tiny Graph Convolutional Networks with Topologically Consistent Magnitude Pruning
| null |
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Workshop/GenBio
|
https://openreview.net/forum?id=vXXEfmYsvS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Felix Teufel",
"Carsten Stahlhut",
"Jan Refsgaard",
"Henrik Nielsen",
"Ole Winther",
"Dennis Madsen"
] |
SecretoGen: towards prediction of signal peptides for efficient protein secretion
| null |
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Workshop/GenBio
|
https://openreview.net/forum?id=sWCsSKqkXa
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matt Sternke",
"Joel Karpiak"
] |
ProteinRL: Reinforcement learning with generative protein language models for property-directed sequence design
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=qP69kXPdJM
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sarah Alamdari",
"Nitya Thakkar",
"Rianne van den Berg",
"Alex Lu",
"Nicolo Fusi",
"Ava Amini",
"Kevin Yang"
] |
Protein generation with evolutionary diffusion: sequence is all you need
| null |
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Workshop/GenBio
|
https://openreview.net/forum?id=mMKxmeBGTb
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amir Shanehsazzadeh"
] |
In vitro validated antibody design against multiple therapeutic antigens using generative inverse folding
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=m2BtAzGzyZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arjuna Subramanian",
"Matt Thomson"
] |
Unexplored regions of the protein sequence-structure map revealed at scale by a library of “foldtuned” language models
| null |
|||
Workshop/GenBio
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https://openreview.net/forum?id=lOIKlYR3vX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zachary Fox",
"Nolan English",
"Belinda Akpa"
] |
Targeting tissues via dynamic human systems modeling in generative design
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=jbamDZ374t
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Trang Nguyen",
"Alexander Tong",
"Kanika Madan",
"Yoshua Bengio",
"Dianbo Liu"
] |
Causal Discovery in Gene Regulatory Networks with GFlowNet: Towards Scalability in Large Systems
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=itp5RDMlNV
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wengong Jin",
"Caroline Uhler",
"Nir Hacohen"
] |
SE(3) denoising score matching for unsupervised binding energy prediction and nanobody design
| null |
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Workshop/GenBio
|
https://openreview.net/forum?id=ineR4aPK9p
|
oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ruben Fonnegra",
"Mohammad Sanian",
"Zitong Chen",
"Lassi Paavolainen",
"Juan Caicedo"
] |
Analysis of cellular phenotypes with unbiased image-based generative models
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=iEGdcrWDV1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Kagan",
"Adeel Razi"
] |
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
| null |
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Workshop/GenBio
|
https://openreview.net/forum?id=htwkLbaFhk
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Caleb Ellington",
"Ben Lengerich",
"Thomas Watkins",
"Jiekun Yang",
"Hanxi Xiao",
"Manolis Kellis",
"Eric Xing"
] |
Contextualized Networks Reveal Heterogeneous Transcriptomic Regulation in Tumors at Sample-Specific Resolution
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=hYlfUTyp6p
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tony Shen",
"Mohit Pandey",
"Martin Ester"
] |
TacoGFN: Target Conditioned GFlowNet for Drug Design
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=cplCMo4II4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chengyue Gong",
"Lemeng Wu",
"Daniel Diaz",
"Xingchao Liu",
"James Loy",
"Adam Klivans",
"qiang liu"
] |
Microenvironment Flows as Protein Engineers
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=bxZMKHtlL6
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Magnus Høie",
"Alissa Hummer",
"Tobias Olsen",
"Morten Nielsen",
"Charlotte Deane"
] |
AntiFold: Improved antibody structure design using inverse folding
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=bh8dw3guwY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wei Lu",
"Jixian Zhang",
"Huang Weifeng",
"Ziqiao Zhang",
"Chengtao Li",
"Shuangjia Zheng"
] |
DynamicBind: Predicting ligand-specific protein-ligand complex structure with a deep equivariant generative model
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=bPcgbKDCUQ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Amelia Villegas-Morcillo",
"Jana Weber",
"Marcel Reinders"
] |
Guiding diffusion models for antibody sequence and structure co-design with developability properties
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=awRjbuWxe4
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Elizaveta Kozlova",
"Arthur Valentin",
"Daniel Nakhaee-Zadeh Gutierrez"
] |
Inpainting Protein Sequence and Structure with ProtFill
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=YOGss3XXp0
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lewis Cornwall",
"Grisha Szep",
"James Day",
"S R Gokul Krishnan",
"David Carter",
"Jamie Blundell",
"Lilly Wollman",
"Neil Dalchau",
"Aaron Sim"
] |
Fine-tuned protein language models capture T cell receptor stochasticity
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=XgkYO1S2vM
|
poster
|
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/GenBio
|
https://openreview.net/forum?id=T3ROexdopD
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yang Yu",
"Shuang Wang",
"Dong Xu",
"Juexin Wang"
] |
Exploring the building blocks of cell organization as high-order network motifs with graph isomorphism network
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=SckdgVW3Kq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dhuvarakesh Karthikeyan",
"Colin Raffel",
"Benjamin Vincent",
"Alex Rubinsteyn"
] |
Conditional Generation of Antigen Specific T-cell Receptor Sequences
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=SJYY3nQ0cX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Giorgio Giannone",
"Neil Tenenholtz",
"James Hall",
"Nicolo Fusi",
"David Alvarez-Melis"
] |
Enhancing Language Models for Technical Domains with Dynamic Token Injection
| null |
|||
Workshop/GenBio
|
https://openreview.net/forum?id=Qrx0Dt3RBg
|
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/GenBio
|
https://openreview.net/forum?id=Pa6mFTZY4R
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Farhan Damani",
"David Brookes",
"Jeffrey Chan",
"Rishi Jajoo",
"Alexander Mijalis",
"Joyce Samson",
"Flaviu Vadan",
"Cameron Webster",
"Stephen Malina",
"Sam Sinai"
] |
Generative design for gene therapy: An in vivo validated method
| null |
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