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Workshop/GLFrontiers
https://openreview.net/forum?id=0YeJyvv2rO
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification
[ "Xiao Yue", "Bo Liu", "Andrew Meng", "Guangzhi Qu" ]
Workshop/ATTRIB
https://openreview.net/forum?id=uSvN2oozRK
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Does It Know?: Probing and Benchmarking Uncertainty in Language Model Latent Beliefs
null
Workshop/ATTRIB
https://openreview.net/forum?id=lDeysxpH6W
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Mining the Diamond Miner: Mechanistic Interpretability on the Video PreTraining Agent
null
Workshop/ATTRIB
https://openreview.net/forum?id=klVoedPgtY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation (Workshop Version)
null
Workshop/ATTRIB
https://openreview.net/forum?id=ie6hRGMCp2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Adversarial Attacks on Neuron Interpretation via Activation Maximization
null
Workshop/ATTRIB
https://openreview.net/forum?id=i0x5EKSDdq
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle
null
Workshop/ATTRIB
https://openreview.net/forum?id=csilNwWnoG
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Efficient Data Valuation for Weighted Nearest Neighbor Algorithms
null
Workshop/ATTRIB
https://openreview.net/forum?id=bqOzmRPGCX
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Object Detection in Deep Neural Networks Differs from Humans in the Periphery
null
Workshop/ATTRIB
https://openreview.net/forum?id=Zqj3YQ1QAC
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Formal Definition of Fingerprints Improves Attribution of Generative Models
null
Workshop/ATTRIB
https://openreview.net/forum?id=LMV6HuZJ2L
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Exploring Dataset-Scale Indicators of Data Quality
null
Workshop/ATTRIB
https://openreview.net/forum?id=KLVL0Kj6E8
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Self-Select: Optimizing Instruction Selection for Large Language Models
null
Workshop/ATTRIB
https://openreview.net/forum?id=Hi9zCFiiNw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Speculative Behavior: An Approach to Large Language Model Evaluation and Optimization
null
Workshop/ATTRIB
https://openreview.net/forum?id=G8RRE6zDGm
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Algorithm Selection with Priority Order for Instances
null
Workshop/ATTRIB
https://openreview.net/forum?id=EKvqw9k3lC
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Backtracking Mathematical Reasoning of Language Models to the Pretraining Data
null
Workshop/ATTRIB
https://openreview.net/forum?id=CgHj6c4t5g
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Forbidden Facts: An Investigation of Competing Objectives in Llama 2
null
Workshop/ATTRIB
https://openreview.net/forum?id=13VkFDTKHH
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Data Attribution for Segmentation Models
null
Workshop/UniReps
https://openreview.net/forum?id=zV0gv4a4Yj
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Characterizing pre-trained and task-adapted molecular representations
[ "Celia Cintas", "Payel Das", "Jarret Ross", "Brian Belgodere", "Girmaw Abebe Tadesse", "Vijil Chenthamarakshan", "Jannis Born", "Skyler Speakman" ]
Workshop/UniReps
https://openreview.net/forum?id=uviLSCIsvt
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Grokking as Simplification: A Nonlinear Complexity Perspective
[ "Ziming Liu", "Ziqian Zhong", "Max Tegmark" ]
Workshop/UniReps
https://openreview.net/forum?id=uoUOz427RD
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference
[ "Marvin Schmitt", "Daniel Habermann", "Paul-Christian Bürkner", "Ullrich Koethe", "Stefan T. Radev" ]
Workshop/UniReps
https://openreview.net/forum?id=ul5OdS6pfU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Efficient Multimodal Alignment: To Freeze or Not to Freeze?
[ "Till Aczel", "Roger Wattenhofer" ]
Workshop/UniReps
https://openreview.net/forum?id=uVZB637Dgx
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
What Mechanisms Does Knowledge Distillation Distill?
[ "Cindy Wu", "Ekdeep Singh Lubana", "Bruno Kacper Mlodozeniec", "Robert Kirk", "David Krueger" ]
Workshop/UniReps
https://openreview.net/forum?id=uKWqDnLI3o
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Comparing Representational and Functional Similarity in Small Transformer Language Models
[ "Dan Friedman", "Andrew Kyle Lampinen", "Lucas Dixon", "Danqi Chen", "Asma Ghandeharioun" ]
Workshop/UniReps
https://openreview.net/forum?id=rGCabZfV3d
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Multimodal decoding of human brain activity into images and text
[ "Matteo Ferrante", "Tommaso Boccato", "Furkan Ozcelik", "Rufin VanRullen", "Nicola Toschi" ]
Workshop/UniReps
https://openreview.net/forum?id=rD62RkufYo
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Predictive variational autoencoder for learning robust representations of time-series data
[ "Julia Huiming Wang", "Dexter Tsin", "Tatiana A Engel" ]
Workshop/UniReps
https://openreview.net/forum?id=qqdHkqHmfA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
[ "Khai Loong Aw", "Syrielle Montariol", "Badr AlKhamissi", "Martin Schrimpf", "Antoine Bosselut" ]
Workshop/UniReps
https://openreview.net/forum?id=qNZ3Tyrq9C
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On Transferring Expert Knowledge from Tabular Data to Images
[ "Jun-Peng Jiang", "Han-Jia Ye", "Leye Wang", "Yang Yang", "Yuan Jiang", "De-Chuan Zhan" ]
Workshop/UniReps
https://openreview.net/forum?id=pj7WZFx3l7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation
[ "Muhammad Osama Khan", "Junbang Liang", "Chun-Kai Wang", "Shan Yang", "Yu Lou" ]
Workshop/UniReps
https://openreview.net/forum?id=pZakRK1QHU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Linearly Structured World Representations in Maze-Solving Transformers
[ "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" ]
Workshop/UniReps
https://openreview.net/forum?id=oWJP0NhcY7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A General Method for Testing Bayesian Models using Neural Data
[ "Gabor Lengyel", "Sabyasachi Shivkumar", "Ralf M Haefner" ]
Workshop/UniReps
https://openreview.net/forum?id=oPGXH9Vm4R
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
ZipIt!: Multitask Model Merging without Training
[ "George Stoica", "Daniel Bolya", "Jakob Brandt Bjorner", "Pratik Ramesh", "Taylor Hearn", "Judy Hoffman" ]
Workshop/UniReps
https://openreview.net/forum?id=nytcN3SMQh
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Degradation and plasticity in convolutional neural networks: An investigation of internal representations
[ "Jasmine A Moore", "Vibujithan Vigneshwaran", "Matthias Wilms", "Nils Forkert" ]
Workshop/UniReps
https://openreview.net/forum?id=nro8tEfIfw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the Direct Alignment of Latent Spaces
[ "Zorah Lähner", "Michael Moeller" ]
Workshop/UniReps
https://openreview.net/forum?id=mDr0o2WU2n
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Comparing neural models using their perceptual discriminability predictions
[ "Jingyang Zhou", "Chanwoo Chun", "Ajay Subramanian", "Eero P Simoncelli" ]
Workshop/UniReps
https://openreview.net/forum?id=m33S4kCJSd
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Semi-Ensemble: A Simple Approach Over-parameterize Model Interpolation
[ "Jiwoon Lee", "Jaeho Lee" ]
Workshop/UniReps
https://openreview.net/forum?id=j641gZOD7m
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale
[ "Chandana Kuntala", "Carlos R Ponce", "Deepak Kumar Sharma", "Binxu Wang" ]
Workshop/UniReps
https://openreview.net/forum?id=dpYcX84x6M
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing
[ "Zuowen Wang", "Longbiao Cheng", "Joachim Ott", "Pehuen Moure", "Shih-Chii Liu" ]
Workshop/UniReps
https://openreview.net/forum?id=aP2a5i1iUf
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Understanding Mode Connectivity via Parameter Space Symmetry
[ "Bo Zhao", "Nima Dehmamy", "Robin Walters", "Rose Yu" ]
Workshop/UniReps
https://openreview.net/forum?id=ZphCrdgqKp
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words
[ "Yujia Bao", "Srinivasan Sivanandan", "Theofanis Karaletsos" ]
Workshop/UniReps
https://openreview.net/forum?id=ZPmx1ncKpr
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
DISCOV: A Time Series Representations Disentanglement via Contrastive for Non-Intrusive Load Monitoring (NILM)
[ "Khalid Oublal", "Said Ladjal", "David Benhaiem", "Emmanuel LE BORGNE", "François Roueff" ]
Workshop/UniReps
https://openreview.net/forum?id=WuFcps7SNL
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Mixture of Multimodal Interaction Experts
[ "Haofei Yu", "Paul Pu Liang", "Ruslan Salakhutdinov", "Louis-Philippe Morency" ]
Workshop/UniReps
https://openreview.net/forum?id=WgQZNoQ5AB
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
[ "Yi-Fu Wu", "Klaus Greff", "Gamaleldin Fathy Elsayed", "Michael Curtis Mozer", "Thomas Kipf", "Sjoerd van Steenkiste" ]
Workshop/UniReps
https://openreview.net/forum?id=WcfVyzzJOS
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Increasing Brain-LLM Alignment via Information-Theoretic Compression
[ "Mycal Tucker", "Greta Tuckute" ]
Workshop/UniReps
https://openreview.net/forum?id=Qms9kWnbpP
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Expressivity of Spiking Neural Networks through the Spike Response Model
[ "Manjot Singh", "Adalbert Fono", "Gitta Kutyniok" ]
Workshop/UniReps
https://openreview.net/forum?id=PbvPwiySXz
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Disentangling Linear Mode Connectivity
[ "Gül Sena Altıntaş", "Gregor Bachmann", "Lorenzo Noci", "Thomas Hofmann" ]
Workshop/UniReps
https://openreview.net/forum?id=Nu3t6XX103
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Model Merging by Gradient Matching
[ "Nico Daheim", "Thomas Möllenhoff", "Edoardo Ponti", "Iryna Gurevych", "Mohammad Emtiyaz Khan" ]
Workshop/UniReps
https://openreview.net/forum?id=NSfecLF4Za
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Object-Centric Semantic Vector Quantization
[ "Yi-Fu Wu", "Minseung Lee", "Sungjin Ahn" ]
Workshop/UniReps
https://openreview.net/forum?id=LhV3Ex8fky
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Evaluation of Representational Similarity Scores Across Human Visual Cortex
[ "Francisco Acosta", "Colin Conwell", "Sophia Sanborn", "David A. Klindt", "Nina Miolane" ]
Workshop/UniReps
https://openreview.net/forum?id=LVYEjD25tZ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Supervising Variational Autoencoder Latent Representations with Language
[ "Thomas Lu", "Aboli Marathe", "Ada Martin" ]
Workshop/UniReps
https://openreview.net/forum?id=LSSiDy7fG1
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Implicit Representations for Image Segmentation
[ "Jan Philipp Schneider", "Mishal Fatima", "Jovita Lukasik", "Andreas Kolb", "Margret Keuper", "Michael Moeller" ]
Workshop/UniReps
https://openreview.net/forum?id=KeiQNpb7sv
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Ecological data and objectives align deep neural network representations with humans
[ "Akash Nagaraj", "Alekh Karkada Ashok", "Drew Linsley", "Francis E Lewis", "Peisen Zhou", "Thomas Serre" ]
Workshop/UniReps
https://openreview.net/forum?id=KWYQu2TxhE
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Visual Expertise Explains Image Inversion Effects
[ "Martha Gahl", "Shubham Kulkarni", "Nikhil Pathak", "Alex Russell", "Garrison W. Cottrell" ]
Workshop/UniReps
https://openreview.net/forum?id=JYww68b9PA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
How Good is a Single Basin?
[ "Kai Lion", "Gregor Bachmann", "Lorenzo Noci", "Thomas Hofmann" ]
Workshop/UniReps
https://openreview.net/forum?id=JFnjdl2Vc2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Subjective Randomness and In-Context Learning
[ "Eric J Bigelow", "Ekdeep Singh Lubana", "Robert P. Dick", "Hidenori Tanaka", "Tomer Ullman" ]
Workshop/UniReps
https://openreview.net/forum?id=J1kzuH90gg
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Deep Multimodal Emotion Recognition using Modality Aware Attention Network for Unifying Representations in Neural Models
[ "Sungpil Woo", "MUHAMMAD ZUBAIR", "Sunhwan Lim", "Daeyoung Kim" ]
Workshop/UniReps
https://openreview.net/forum?id=I9dkBah6Z9
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On Feature Learning of Recursive Feature Machines and Automatic Relevance Determination
[ "Daniel Gedon", "Amirhesam Abedsoltan", "Thomas B. Schön", "Mikhail Belkin" ]
Workshop/UniReps
https://openreview.net/forum?id=GIuSksGwEp
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A sparse null code emerges in deep neural networks
[ "Brian S Robinson", "Nathan Drenkow", "Colin Conwell", "Michael Bonner" ]
Workshop/UniReps
https://openreview.net/forum?id=FbFyO1r7rV
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
How does fine-tuning affect your model? Mechanistic analysis on procedural tasks
[ "Samyak Jain", "Robert Kirk", "Ekdeep Singh Lubana", "Robert P. Dick", "Hidenori Tanaka", "Tim Rocktäschel", "Edward Grefenstette", "David Krueger" ]
Workshop/UniReps
https://openreview.net/forum?id=FO646rF6MM
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Variational Classification
[ "Shehzaad Zuzar Dhuliawala", "Mrinmaya Sachan", "Carl Allen" ]
Workshop/UniReps
https://openreview.net/forum?id=F0Wp4KESt7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Hybrid Early Fusion for Multi-Modal Biomedical Representations
[ "Konstantin Hemker", "Nikola Simidjievski", "Mateja Jamnik" ]
Workshop/UniReps
https://openreview.net/forum?id=Bi8mfzjIJ3
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
SimVAE: Narrowing the gap between Discriminative Generative Representation Learning
[ "Alice Bizeul", "Carl Allen" ]
Workshop/UniReps
https://openreview.net/forum?id=BZMzFReaiK
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Distributional Reinforcement Learning in the Mammalian Brain
[ "Adam S Lowet", "Qiao Zheng", "Melissa Meng", "Sara Matias", "Jan Drugowitsch", "Naoshige Uchida" ]
Workshop/UniReps
https://openreview.net/forum?id=AxRD2FF7aD
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Universality of intrinsic dimension of latent representations across models
[ "Teresa Scheidt", "Lars Kai Hansen" ]
Workshop/UniReps
https://openreview.net/forum?id=9I2jTPhCku
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
[ "Berivan Isik", "Victor Lecomte", "Rylan Schaeffer", "Yann LeCun", "Mikail Khona", "Ravid Shwartz-Ziv", "Sanmi Koyejo", "Andrey Gromov" ]
Workshop/UniReps
https://openreview.net/forum?id=5PYcTwpc6Z
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
SHARCS: Shared Concept Space for Explainable Multimodal Learning
[ "Gabriele Dominici", "Pietro Barbiero", "Lucie Charlotte Magister", "Pietro Lio", "Nikola Simidjievski" ]
Workshop/UniReps
https://openreview.net/forum?id=4M0hhzUGxp
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Sufficient conditions for offline reactivation in recurrent neural networks
[ "Nanda H Krishna", "Colin Bredenberg", "Daniel Levenstein", "Blake Aaron Richards", "Guillaume Lajoie" ]
Workshop/UniReps
https://openreview.net/forum?id=3KfD8vShwF
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
On the universality of neural codes in vision
[ "Florentin Guth", "Brice Ménard" ]
Workshop/UniReps
https://openreview.net/forum?id=2XoCArKGj1
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Event-Based Contrastive Learning for Medical Time Series
[ "Hyewon Jeong", "Nassim Oufattole", "Aparna Balagopalan", "Matthew B.A. McDermott", "Payal Chandak", "Marzyeh Ghassemi", "Collin Stultz" ]
Workshop/UniReps
https://openreview.net/forum?id=2ApmouuUOC
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Multi-timescale reinforcement learning in the brain
[ "Paul Masset", "Pablo Tano", "HyungGoo Kim", "Athar N. Malik", "Alexandre Pouget", "Naoshige Uchida" ]
Workshop/MLNCP
https://openreview.net/forum?id=w1Vx3iQonv
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Inference analysis of optical transformers
[ "Xianxin Guo", "Chenchen Wang", "Djamshid Damry" ]
Workshop/MLNCP
https://openreview.net/forum?id=to9NJEMGCC
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Diffractive Optical Neural Networks with Arbitrary Spatial Coherence
[ "Matthew J. Filipovich", "Aleksei Malyshev", "Alexander Lvovsky" ]
Workshop/MLNCP
https://openreview.net/forum?id=n0HMpICxpU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Hierarchy of the echo state property in quantum reservoir computing
[ "Shumpei Kobayashi", "Quoc Hoan Tran", "Kohei Nakajima" ]
Workshop/MLNCP
https://openreview.net/forum?id=lTYd1pa8bO
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Contrastive power-efficient physical learning in resistor networks
[ "Menachem Stern", "Sam Dillavou", "Dinesh Jayaraman", "Douglas Durian", "Andrea Liu" ]
Workshop/MLNCP
https://openreview.net/forum?id=jey92TQfUG
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Energy-Based Learning Algorithms for Analog Computing: A Comparative Study
[ "Benjamin Scellier", "Maxence Ernoult", "Jack Kendall", "Suhas Kumar" ]
Workshop/MLNCP
https://openreview.net/forum?id=iwYCqNb0B9
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Expanding Spiking Neural Networks With Dendrites for Deep Learning
[ "Mark Plagge", "Suma G Cardwell", "Frances S. Chance" ]
Workshop/MLNCP
https://openreview.net/forum?id=fm8p9MDkd9
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Scaling of Optical Transformers
[ "Maxwell Anderson", "Shi-Yuan Ma", "Tianyu Wang", "Logan G. Wright", "Peter McMahon" ]
Workshop/MLNCP
https://openreview.net/forum?id=fLfYeAfiCq
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Algebraic Design of Physical Computing System for Time-Series Generation
[ "Mizuka Komatsu", "Takaharu Yaguchi", "Kohei Nakajima" ]
Workshop/MLNCP
https://openreview.net/forum?id=aqsFLVg0tY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
PhyFF: Physical forward forward algorithm for in-hardware training and inference
[ "Ali Momeni", "Babak Rahmani", "Matthieu Malléjac", "Philipp del Hougne", "Romain Fleury" ]
Workshop/MLNCP
https://openreview.net/forum?id=aaJ5wbrff5
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Green Granular Convolutional Neural Network with Software-FPGA Co-designed Learning
[ "Yanqing Zhang", "Huaiyuan Chu" ]
Workshop/MLNCP
https://openreview.net/forum?id=YmzE3h5cGB
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian Monte Carlo
[ "Ziyi Wang", "Yujie Chen", "Ruqi Zhang", "Qifan Song" ]
Workshop/MLNCP
https://openreview.net/forum?id=QjdzXNzyrL
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Adjoint Method: The Connection between Analog-based Equilibrium Propagation Architectures and Neural ODEs
[ "Mohamed Watfa", "Alberto Garcia-Ortiz" ]
Workshop/MLNCP
https://openreview.net/forum?id=PkduOOJOZA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Beyond Digital: Harnessing Analog Hardware for Machine Learning
[ "Marvin Syed", "Kirill Kalinin", "Natalia Berloff" ]
Workshop/MLNCP
https://openreview.net/forum?id=LdPkWxTjiW
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
A Lagrangian Perspective on Dual Propagation
[ "Rasmus Høier", "Christopher Zach" ]
Workshop/MLNCP
https://openreview.net/forum?id=KAiPD1OwvF
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
[ "Hector Andres Gonzalez", "Jiaxin Huang", "Florian Kelber", "Khaleelulla Khan Nazeer", "Tim Hauke Langer", "Chen Liu", "Matthias Aleander Lohrmann", "Amirhossein Rostami", "Mark Schöne", "Bernhard Vogginger", "Timo Wunderlich", "Yexin Yan", "Mahmoud Akl", "Christian Mayr" ]
Workshop/MLNCP
https://openreview.net/forum?id=IuN2WXtFSY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Biologically-plausible hierarchical chunking on mixed-signal neuromorphic hardware
[ "Atilla Schreiber", "Shuchen Wu", "Chenxi Wu", "Giacomo Indiveri", "Eric Schulz" ]
Workshop/MLNCP
https://openreview.net/forum?id=Fik4cO7FXd
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
The Benefits of Self-Supervised Learning for Training Physical Neural Networks
[ "Jeremie Laydevant", "Peter McMahon", "Davide Venturelli", "Paul Aaron Lott" ]
Workshop/MLNCP
https://openreview.net/forum?id=FGduPFaCIa
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Towards low power cognitive load analysis using EEG signal: A neuromorphic computing approach
[ "Dighanchal Banerjee", "Sounak Dey", "Debatri Chatterjee", "Arpan Pal" ]
Workshop/MLNCP
https://openreview.net/forum?id=EMAfVgNVrC
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Neuromorphic Co-Design as a Game
[ "Craig Vineyard", "William Severa", "James Aimone" ]
Workshop/MLNCP
https://openreview.net/forum?id=BtC95j83bY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Device Codesign using Reinforcement Learning and Evolutionary Optimization
[ "Catherine Schuman", "Suma G Cardwell", "Karan P. Patel", "J. Darby Smith", "Jared Arzate", "Andrew Maicke", "Samuel Liu", "Jaesuk Kwon", "Jean Anne Incorvia" ]
Workshop/MLNCP
https://openreview.net/forum?id=92YxqzuGSu
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Mean-Field Assisted Deep Boltzmann Learning with Probabilistic Computers
[ "Shuvro Chowdhury", "Shaila Niazi", "Kerem Camsari" ]
Workshop/MLNCP
https://openreview.net/forum?id=7YUt7pQVFg
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Unleashing Hyperdimensional Computing with Nyström Method based Encoding
[ "Quanling Zhao", "Anthony Hitchcock Thomas", "Xiaofan Yu", "Tajana Rosing" ]
Workshop/MLNCP
https://openreview.net/forum?id=6flkWTzK2H
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Thermodynamic AI and Thermodynamic Linear Algebra
[ "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" ]
Workshop/MLNCP
https://openreview.net/forum?id=4P65OwisG9
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Nonlinear Classification Without a Processor
[ "Sam Dillavou", "Benjamin Beyer", "Menachem Stern", "Marc Miskin", "Andrea Liu", "Douglas Durian" ]
Workshop/MLNCP
https://openreview.net/forum?id=3W3Qo3arAG
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Neural Deep Operator Networks representation of Coherent Ising Machine Dynamics
[ "Arsalan Taassob", "Davide Venturelli", "Paul Aaron Lott" ]
Workshop/WANT
https://openreview.net/forum?id=zQTa2XdPnP
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
AI4HPC: Library to Train AI Models on HPC Systems using CFD Datasets
[ "Eray Inanc", "Rakesh Sarma", "Marcel Aach", "Rocco Sedona", "Andreas Lintermann" ]
Workshop/WANT
https://openreview.net/forum?id=xINTMAvPQA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Efficient and Approximate Per-Example Gradient Norms for Gradient Noise Scale
[ "Gavia Gray", "Anshul Samar", "Joel Hestness" ]
Workshop/WANT
https://openreview.net/forum?id=v9xkSeDxaq
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
ReffAKD: Resource-efficient Autoencoder-based Knowledge Distillation
[ "Divyang Doshi", "Jung-Eun Kim" ]
Workshop/WANT
https://openreview.net/forum?id=tKqUiPUE6H
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Remaining-Useful-Life Prediction and Uncertainty Quantification using LSTM Ensembles for Aircraft Engines
[ "Oishi Deb", "Emmanouil Benetos", "Philip Torr" ]
Workshop/WANT
https://openreview.net/forum?id=rBgo4Mi8vZ
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
CoTFormer: More Tokens With Attention Make Up For Less Depth
[ "Amirkeivan Mohtashami", "Matteo Pagliardini", "Martin Jaggi" ]
Workshop/WANT
https://openreview.net/forum?id=qScA3fL49l
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
LightSeq: : Sequence Level Parallelism for Distributed Training of Long Context Transformers
[ "Dacheng Li", "Rulin Shao", "Anze Xie", "Eric P. Xing", "Joseph E. Gonzalez", "Ion Stoica", "Xuezhe Ma", "Hao Zhang" ]
Workshop/WANT
https://openreview.net/forum?id=oYztmXK2mu
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
NaT
Improving Deep Ensembles without Communication
[ "Konstantinos Pitas", "Michael Arbel", "Julyan Arbel" ]