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Workshop/UniReps | https://openreview.net/forum?id=rGCabZfV3d | poster | 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 | https://openreview.net/forum?id=qqdHkqHmfA | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=qNZ3Tyrq9C | poster | 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 | https://openreview.net/forum?id=pZakRK1QHU | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=oWJP0NhcY7 | poster | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=oPGXH9Vm4R | oral | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=nytcN3SMQh | poster | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=nro8tEfIfw | poster | 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 | https://openreview.net/forum?id=mDr0o2WU2n | poster | 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 | 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 | 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 | poster | 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 | 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 | 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 | poster | 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 | 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 | https://openreview.net/forum?id=PbvPwiySXz | poster | 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 | https://openreview.net/forum?id=Nu3t6XX103 | poster | 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 | https://openreview.net/forum?id=NSfecLF4Za | poster | 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 | poster | 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 | https://openreview.net/forum?id=LVYEjD25tZ | poster | 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 | https://openreview.net/forum?id=LSSiDy7fG1 | poster | 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 | https://openreview.net/forum?id=KeiQNpb7sv | poster | 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 | https://openreview.net/forum?id=KWYQu2TxhE | poster | 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 | https://openreview.net/forum?id=JFnjdl2Vc2 | poster | 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 | https://openreview.net/forum?id=J1kzuH90gg | poster | 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 | https://openreview.net/forum?id=I9dkBah6Z9 | poster | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=GIuSksGwEp | oral | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=FbFyO1r7rV | poster | 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 | https://openreview.net/forum?id=F0Wp4KESt7 | poster | 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 | https://openreview.net/forum?id=Bi8mfzjIJ3 | poster | 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 | https://openreview.net/forum?id=BZMzFReaiK | oral | 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 | https://openreview.net/forum?id=AxRD2FF7aD | poster | 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 | https://openreview.net/forum?id=9I2jTPhCku | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=5PYcTwpc6Z | poster | 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 | https://openreview.net/forum?id=4M0hhzUGxp | poster | 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 | https://openreview.net/forum?id=3KfD8vShwF | poster | 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 |
|||
Workshop/UniReps | https://openreview.net/forum?id=2ApmouuUOC | poster | 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 | https://openreview.net/forum?id=w1Vx3iQonv | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=to9NJEMGCC | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=n0HMpICxpU | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=lTYd1pa8bO | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=iwYCqNb0B9 | poster | 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 |
|||
Workshop/MLNCP | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=fLfYeAfiCq | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=aqsFLVg0tY | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=aaJ5wbrff5 | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=QjdzXNzyrL | poster | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=PkduOOJOZA | poster | 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 |
|||
Workshop/MLNCP | 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 |
|||
Workshop/MLNCP | https://openreview.net/forum?id=IuN2WXtFSY | poster | 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 |
|||
Workshop/MLNCP | 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 |
|||
Workshop/MLNCP | 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 |
|||
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 |
|||
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 | 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 |
|||
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 |
|||
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 |
|||
Workshop/GenBio | https://openreview.net/forum?id=sWCsSKqkXa | poster | 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 | 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 |
|||
Workshop/GenBio | https://openreview.net/forum?id=mMKxmeBGTb | poster | 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 | 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 |
|||
Workshop/GenBio | https://openreview.net/forum?id=ineR4aPK9p | oral | 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 |
|||
Workshop/GenBio | https://openreview.net/forum?id=htwkLbaFhk | poster | 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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