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Workshop/NeurReps
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https://openreview.net/forum?id=KWUA0n6Dpv
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Suryaka Suresh",
"Vinayak Abrol",
"Anshul Thakur"
] |
Pitfalls in Measuring Neural Transferability
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=GX4axrya0A
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Wannan Yang",
"Chen Sun",
"Gyorgy Buzsaki"
] |
Changes in the geometry of hippocampal representations across brain states
| null |
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Workshop/NeurReps
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https://openreview.net/forum?id=EoyeHdfJ6l
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Benjamin Maurel",
"Samy Blusseau",
"Santiago Velasco-Forero",
"Teodora Petrisor"
] |
Roto-translation Equivariant YOLO for Aerial Images
| null |
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Workshop/NeurReps
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https://openreview.net/forum?id=CeG8jzTL2k
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Darnell Granberry",
"Alireza Nasiri",
"Jiayi Shou",
"Alex J Noble",
"Tristan Bepler"
] |
SO(3)-Equivariant Representation Learning in 2D Images
| null |
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Workshop/NeurReps
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https://openreview.net/forum?id=BapLxMxUIm
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gustaf Tegnér",
"Hedvig Kjellstrom"
] |
Self-Supervised Latent Symmetry Discovery via Class-Pose Decomposition
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=B3bxgPqxGT
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arif Dönmez"
] |
Discovering Latent Causes and Memory Modification: A Computational Approach Using Symmetry and Geometry
| null |
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Workshop/NeurReps
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https://openreview.net/forum?id=ApeIFsnRvk
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sonia Joseph",
"Kumar Krishna Agrawal",
"Arna Ghosh",
"Blake Aaron Richards"
] |
On the Information Geometry of Vision Transformers
| null |
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Workshop/NeurReps
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https://openreview.net/forum?id=9kxkYY7B3j
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Praveen Venkatesh",
"Corbett C Bennett",
"Sam Gale",
"Juri Minxha",
"Hristos Courellis",
"Greggory Robert Heller",
"Tamina Keira Ramirez",
"Severine Durand",
"Ueli Rutishauser",
"Shawn R Olsen",
"Stefan Mihalas"
] |
The Variability of Representations in Mice and Humans Changes with Learning, Engagement, and Attention
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=9G0e8QrpxP
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Colin Kohler",
"Nathan Vaska",
"Ramya Muthukrishnan",
"Whangbong Choi",
"Jung Yeon Park",
"Justin Goodwin",
"Rajmonda Caceres",
"Robin Walters"
] |
Symmetric Models for Radar Response Modeling
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=8NA7a1mCdu
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jonathan Gabel Christiansen",
"Mathias Gammelgaard",
"Anders Søgaard"
] |
Large language models partially converge toward human-like concept organization
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=5W9so5v0OU
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"James Mochizuki-Freeman",
"Md Rysul Kabir",
"Mitesh Gulecha",
"Zoran Tiganj"
] |
Geometry of abstract learned knowledge in deep RL agents
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=4OSJeCAMi6
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xinran Han",
"Todd Zickler"
] |
Curvature Fields from Shading Fields
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=3ItzNHPov9
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"David Klee",
"Jung Yeon Park",
"Robert Platt",
"Robin Walters"
] |
A Comparison of Equivariant Vision Models with ImageNet Pre-training
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=2EuaV9an6m
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sho Sonoda",
"Yuka Hashimoto",
"Isao Ishikawa",
"Masahiro Ikeda"
] |
Deep Ridgelet Transform: Voice with Koopman Operator Constructively Proves Universality of Formal Deep Networks
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=tGM7rOmJzV
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yang Chen",
"Yitao Liang",
"Zhouchen Lin"
] |
Transformer-Based Large Language Models Are Not General Learners: A Universal Circuit Perspective
| null |
|||
Workshop/ICBINB
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https://openreview.net/forum?id=tCZFmDyPFm
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuqing Du",
"Alexander Havrilla",
"Sainbayar Sukhbaatar",
"Pieter Abbeel",
"Roberta Raileanu"
] |
A Study on Improving Reasoning in Language Models
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=qED8CGow7f
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yoonho Lee",
"Michelle Lam",
"Helena Vasconcelos",
"Michael Bernstein",
"Chelsea Finn"
] |
Interactive Model Correction with Natural Language
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=nZM9Wxu3vw
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Anmol Nayak",
"Hariprasad Timmapathini"
] |
Analyzing the factual knowledge of parameter efficient instruction tuned mid-size Large Language Models
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=loTgtzhoI2
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dobrik Georgiev",
"Pietro Lio",
"Jakub Bachurski",
"Junhua Chen",
"Tunan Shi"
] |
Beyond Erdos-Renyi: Generalization in Algorithmic Reasoning on Graphs
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=l188N6IZNY
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Eric Heim"
] |
Towards Better Understanding of Domain Shift on Linear-Probed Visual Foundation Models
| null |
|||
Workshop/ICBINB
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https://openreview.net/forum?id=ZzOinWt0sh
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Christopher M Homan",
"Shira Wein",
"Chris Welty",
"Lora Aroyo"
] |
How Many Raters Do You Need? Power Analysis for Foundation Models
| null |
|||
Workshop/ICBINB
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https://openreview.net/forum?id=YlhKbQ0zF3
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Joy Hsu",
"Gabriel Poesia",
"Jiajun Wu",
"Noah Goodman"
] |
Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?
| null |
|||
Workshop/ICBINB
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https://openreview.net/forum?id=MXey5JIvz2
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lixiang Li",
"Nagender Aneja",
"Alina Nesen",
"Bharat Bhargava"
] |
SentimentPulse: Temporal-Aware Custom Language Models vs. GPT-3.5 for Consumer Sentiment
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=HBEegN2HcR
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maryam Qamar",
"Donghoon Kim",
"Muhammad Salman Ali",
"Chaoning Zhang",
"Sung-Ho Bae"
] |
Can Segment Anything Model Improve Semantic Segmentation?
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=EooD8NMyQM
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tianle Chen",
"Zheda Mai",
"Ruiwen Li",
"Wei-Lun Chao"
] |
Segment Anything Model (SAM) Enhances Pseudo-Labels for Weakly Supervised Semantic Segmentation
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=C0jJAbMMub
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andrea Tejeda Ocampo",
"Eric Orenstein",
"Kakani Young"
] |
Zero-shot capabilities of visual language models with prompt engineering for images of animals
| null |
|||
Workshop/ICBINB
|
https://openreview.net/forum?id=AUj2IKYdgi
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Madhur Panwar",
"Kabir Ahuja",
"Navin Goyal"
] |
Surprising Deviations from Bayesian View in In-Context Learning
| null |
|||
Workshop/ICBINB
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https://openreview.net/forum?id=86SnqmSVv2
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Manley Roberts",
"Himanshu Thakur",
"Christine Herlihy",
"Colin White",
"Samuel Dooley"
] |
A Natural Experiment on LLM Data Contamination in Code Generation
| null |
|||
Workshop/ICBINB
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https://openreview.net/forum?id=0RwbmLUU2o
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jay Mohta",
"Kenan Ak",
"Yan Xu",
"Mingwei Shen"
] |
Are large language models good annotators?
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=zwqlV7HoaT
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andre Martins",
"Vlad Niculae",
"Daniel C McNamee"
] |
Sparse Modern Hopfield Networks
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=yAI92fMOkD
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maria Yampolskaya",
"Pankaj Mehta"
] |
Controlling the bifurcations of attractors in modern Hopfield networks
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=uMQiDWxCKd
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuwei Sun",
"Hideya Ochiai",
"Zhirong Wu",
"Stephen Lin",
"Ryota Kanai"
] |
Associative Transformer Is A Sparse Representation Learner
| null |
|||
Workshop/AMHN
|
https://openreview.net/forum?id=mvSmkxqdxp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Udith Haputhanthri",
"Liam Storan",
"Adam Shai",
"Surya Ganguli",
"Mark Schnitzer",
"Hidenori Tanaka",
"Fatih Dinc"
] |
Enhanced cue associated memory in temporally consistent recurrent neural networks
| null |
|||
Workshop/AMHN
|
https://openreview.net/forum?id=lrfoJwxRWq
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yao Lu",
"Si Wu"
] |
Learning Sequence Attractors in Hopfield Networks with Hidden Neurons
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=lO61aZlteS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rylan Schaeffer",
"Mikail Khona",
"Nika Zahedi",
"Ila R Fiete",
"Andrey Gromov",
"Sanmi Koyejo"
] |
Associative Memory Under the Probabilistic Lens: Improved Transformers Dynamic Memory Creation
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=hXef89mdlH
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Danil Tyulmankov",
"Kim Stachenfeld",
"Dmitry Krotov",
"Larry Abbott"
] |
Memorization and consolidation in associative memory networks
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=gzFuhvumGn
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tianjin Li",
"Mufeng Tang",
"Rafal Bogacz"
] |
Modeling Recognition Memory with Predictive Coding and Hopfield Networks
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=guPW3ACk2L
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vivien Cabannes",
"Elvis Dohmatob",
"Alberto Bietti"
] |
Associative Memories with Heavy-Tailed Data
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=byxEgvdtwO
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bernhard Schäfl",
"Lukas Gruber",
"Angela Bitto-Nemling",
"Sepp Hochreiter"
] |
Modern Hopfield Networks as Memory for Iterative Learning on Tabular Data
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=bv2szxARh2
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matteo Negri",
"Clarissa Lauditi",
"Gabriele Perugini",
"Carlo Lucibello",
"Enrico Maria Malatesta"
] |
Random Feature Hopfield Networks generalize retrieval to previously unseen examples
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=bNBMnQXRJU
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Davydov",
"Sean Jaffe",
"Ambuj Singh",
"Francesco Bullo"
] |
Retrieving k-Nearest Memories with Modern Hopfield Networks
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=XnAZwqF0iv
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Elvis Dohmatob"
] |
A Different Route to Exponential Storage Capacity
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=XTOD2M980W
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arjun Karuvally",
"Hava T Siegelmann"
] |
Variable Memory: Beyond the Fixed Memory Assumption in Memory Modeling
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=WjHYgEfXiV
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aisha Belhadi"
] |
Biologically-inspired adaptive learning in the Hopfield-network based self-optimization model
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=Vmndp6HnfR
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Cédric Goemaere",
"Johannes Deleu",
"Thomas Demeester"
] |
Accelerating Hierarchical Associative Memory: A Deep Equilibrium Approach
| null |
|||
Workshop/AMHN
|
https://openreview.net/forum?id=VOSrMFgWdL
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shaunak Bhandarkar",
"James Lloyd McClelland"
] |
Sequential Learning and Retrieval in a Sparse Distributed Memory: The K-winner Modern Hopfield Network
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=SiTNMzCwQ4
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lukas Herron",
"Pablo Sartori",
"BingKan Xue"
] |
Modulating interactions to control dynamics of neural networks
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=RZmsvaEATv
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jaedong Hwang",
"Sujaya Neupane",
"Mehrdad Jazayeri",
"Ila R Fiete"
] |
Generalizable Relational Inference with Cognitive Maps in a Hippocampal Model and in Primates
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=O5Se9wGYbh
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shruti A Joshi",
"Giri Prashanth",
"Maksim Bazhenov"
] |
Modern Hopfield Network with Local Learning Rules for Class Generalization
| null |
|||
Workshop/AMHN
|
https://openreview.net/forum?id=MuANyzcyrS
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Raymond Wang",
"Jaedong Hwang",
"Akhilan Boopathy",
"Ila R Fiete"
] |
Rapid Learning without Catastrophic Forgetting in the Morris Water Maze
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=KEnMXCcB5C
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hongzhi Wang",
"Satyananda Kashyap",
"Niharika Shimona D'Souza",
"Tanveer Syeda-mahmood"
] |
Statistics-guided Associative Memories
| null |
|||
Workshop/AMHN
|
https://openreview.net/forum?id=JhTn1Lt04U
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/ml-jku/hopfield-boosting
|
[
"Claus Hofmann",
"Simon Lucas Schmid",
"Bernhard Lehner",
"Daniel Klotz",
"Sepp Hochreiter"
] |
Hopfield Boosting for Out-of-Distribution Detection
| 27 |
|||
Workshop/AMHN
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https://openreview.net/forum?id=EJmgk8vXMQ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yi Xie",
"Yichen Li",
"Akshay Rangamani"
] |
Skip Connections Increase the Capacity of Associative Memories in Variable Binding Mechanisms
| null |
|||
Workshop/AMHN
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https://openreview.net/forum?id=B1BL9go65H
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Benjamin Hoover",
"Hendrik Strobelt",
"Dmitry Krotov",
"Judy Hoffman",
"Zsolt Kira",
"Duen Horng Chau"
] |
Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories
| null |
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Workshop/AMHN
|
https://openreview.net/forum?id=463RlISt9t
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kashif Rasul",
"Pablo Vicente",
"Anderson Schneider",
"Alexander März"
] |
Probabilistic Forecasting via Modern Hopfield Networks
| null |
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Workshop/AMHN
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https://openreview.net/forum?id=2DS1BDhRz3
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Haozhe Shan",
"Ludovica Bachschmid-Romano",
"Haim Sompolinsky"
] |
Error-correcting columnar networks: high-capacity memory under sparse connectivity
| null |
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Workshop/ReALML
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https://openreview.net/forum?id=yvWlYTAkl3
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Carlos Martin",
"Craig Boutilier",
"Ofer Meshi"
] |
Model-Free Preference Elicitation
| null |
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Workshop/ReALML
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https://openreview.net/forum?id=yuJEkWSkTN
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lan Zhang",
"Luigi Franco Tedesco",
"Pankaj Rajak",
"Youcef Zemmouri",
"Hakan Brunzell"
] |
Active Learning for Iterative Offline Reinforcement Learning
| null |
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Workshop/ReALML
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https://openreview.net/forum?id=y7FZ6KXEvl
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hongju Park",
"Mohamad Kazem Shirani Faradonbeh"
] |
Sequentially Adaptive Experimentation for Learning Optimal Options subject to Unobserved Contexts
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=xrz7hNsLNd
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arundhati Banerjee",
"Jeff Schneider"
] |
Decentralized and Asynchronous Multi-Agent Active Search and Tracking when Targets Outnumber Agents
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=wtDzsitgO8
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Riccardo Poiani",
"Alberto Maria Metelli",
"Marcello Restelli"
] |
Pure Exploration under Mediators’ Feedback
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=vBwfTUDTtz
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mitsuru Matsuura",
"Satoshi Hara"
] |
Active Model Selection: A Variance Minimization Approach
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=utVPf9dRgy
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ketong Shao",
"Diego Romeres",
"Ankush Chakrabarty",
"Ali Mesbah"
] |
Preference-Guided Bayesian Optimization for Control Policy Learning: Application to Personalized Plasma Medicine
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=u6NK3Jm4ka
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kacper Wyrwal",
"Viacheslav Borovitskiy"
] |
Residual Deep Gaussian Processes on Manifolds for Geometry-aware Bayesian Optimization on Hyperspheres
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=u2eV6JA0nY
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rajesh Shrestha",
"Omeed Habibelahian",
"Arash Termehchy",
"Paolo Papotti"
] |
Exploratory Training: When Annotators Learn About Data
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=t3PzfH98Mq
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Miles Wang-Henderson",
"Bartu Soyuer",
"Parnian Kassraie",
"Andreas Krause",
"Ilija Bogunovic"
] |
Graph Neural Bayesian Optimization for Virtual Screening
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=sTkValZrOS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Julien Audiffren"
] |
Zooming Optimistic Optimization Method to solve the Threshold Estimation Problem
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=obBbfvg5d0
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Joseph Kagan",
"Adeel Razi"
] |
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=n9zR0sMY4c
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Harit Vishwakarma",
"Heguang Lin",
"Ramya Vinayak"
] |
Human-in-the-Loop Out-of-Distribution Detection with False Positive Rate Control
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=kPWO1v0slD
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tom Blau",
"Iadine Chades",
"Amir Dezfouli",
"Daniel M Steinberg",
"Edwin V. Bonilla"
] |
Cross-Entropy Estimators for Sequential Experiment Design with Reinforcement Learning
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=k2kBjcKVal
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ian Char",
"Youngseog Chung",
"Rohan Shah",
"Willie Neiswanger",
"Jeff Schneider"
] |
Correlated Trajectory Uncertainty for Adaptive Sequential Decision Making
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=juq0ZUWOoY
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yingru Li",
"Jiawei Xu",
"Zhi-Quan Luo"
] |
Efficient and scalable reinforcement learning via Hypermodel
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=iK8FzJvQMH
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] |
ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=hzJq3WVGd9
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Enoch H. Kang",
"Panganamala Kumar"
] |
Near-equivalence between bounded regret and delay robustness in interactive decision making
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=gkChsof0Rg
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Takuma Ochiai",
"Keiichiro Seno",
"Kota Matsui",
"Satoshi Hara"
] |
Active Testing of Binary Classification Model Using Level Set Estimation
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=eLIk3m5C79
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tim Bakker",
"Thomas Hehn",
"Tribhuvanesh Orekondy",
"Arash Behboodi",
"Fabio Valerio Massoli"
] |
Active Learning Policies for Solving Inverse Problems
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=dfUF5EbJUj
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chao Qin",
"Daniel Russo"
] |
Generalized Objectives in Adaptive Experiments: The Frontier between Regret and Speed
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=brPrxb9Zz3
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tung Nguyen",
"Sudhanshu Agrawal",
"Aditya Grover"
] |
ExPT: Scaling Foundation Models for Experimental Design via Synthetic Pretraining
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=YrAXARes9d
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yunsheng Tian",
"Pavle Vanja Konakovic",
"Beichen Li",
"Ane Zuniga",
"Michael Foshey",
"Timothy Erps",
"Wojciech Matusik",
"Mina Konakovic Lukovic"
] |
AutODEx: Automated Optimal Design of Experiments Platform with Data- and Time-Efficient Multi-Objective Optimization
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=YRxd1szajS
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhichu Ren",
"Zhen Zhang",
"Yunsheng Tian",
"Ju Li"
] |
Accelerated High-Entropy Alloys Discovery for Electrocatalysis via Robotic-Aided Active Learning
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=Xu8d36bb5c
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Harit Vishwakarma",
"Heguang Lin",
"Frederic Sala",
"Ramya Vinayak"
] |
Understanding Threshold-based Auto-labeling: The Good, the Bad, and the Terra Incognita
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=WDLXX4NJSK
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jianwei Shen",
"Jason Pacheco"
] |
Efficient Variational Sequential Information Control
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=SuSPkCI0qP
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zoe Fowler",
"Kiran Premdat Kokilepersaud",
"Mohit Prabhushankar",
"Ghassan AlRegib"
] |
Learning in Clinical Trial Settings
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=SmvTEe9iSG
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marshal Arijona Sinaga",
"Julien Martinelli",
"Samuel Kaski"
] |
Preferential Heteroscedastic Bayesian Optimization with Informative Noise Priors
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=ScOvmGz4xH
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Melis Ilayda Bal",
"Pier Giuseppe Sessa",
"Mojmir Mutny",
"Andreas Krause"
] |
Optimistic Games for Combinatorial Bayesian Optimization with Applications to Protein Design
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=QIwA1zUd2t
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hong Chul Nam",
"Chanwoo Park"
] |
NPC-NIS: Navigating Semiconductor Process Corners with Neural Importance Sampling
| null |
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Workshop/ReALML
|
https://openreview.net/forum?id=P7PuMQEKbF
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ethan Che",
"Jimmy Wang",
"Hongseok Namkoong"
] |
Planning Contextual Adaptive Experiments with Model Predictive Control
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=GKq0Vco2TW
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vivek Mishra",
"Raul Astudillo",
"Peter I. Frazier",
"Fumin Zhang"
] |
Provably-Convergent Bayesian Source Seeking with Mobile Agents in Multimodal Fields
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=FDoS9cHQTp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] |
Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=F6jSo0PIKy
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aditi Agarwal",
"Suraj Jaiswal",
"Madhav Kanda",
"Dhruv Patel",
"Rishabh Mondal",
"Vannsh Jani",
"Zeel B Patel",
"Nipun Batra",
"Sarath Guttikunda"
] |
Towards Scalable Identification of Brick Kilns from Satellite Imagery with Active Learning
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=Ej4YjxAvcp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aarshvi Gajjar",
"Xingyu Xu",
"Christopher Musco",
"Chinmay Hegde"
] |
Improved Bounds for Agnostic Active Learning of Single Index Models
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=CzdSCFOG1n
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alan Mishler",
"Mohsen Ghassemi",
"Alec Koppel",
"Sumitra Ganesh"
] |
Active Learning with Missing Not At Random Outcomes
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=A1RVn1m3J3
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Bojana Ranković",
"Philippe Schwaller"
] |
BoChemian: Large Language Model Embeddings for Bayesian Optimization of Chemical Reactions
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=7juV7SKVvM
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Progyan Das",
"Mihir Agarwal"
] |
Less But Better
Towards better AQ Monitoring by learning
Inducing Points for Multi-Task Gaussian Processes
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=7iybUXjQgp
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hakki Orhun Akengin",
"Mehmet Anil Aslihak",
"Yiqi Jiang",
"Yang Li",
"Oscar Hernandez",
"Hakan Inan",
"Christopher Miranda",
"Marta Blanco Pozo",
"Fatih Dinc",
"Mark Schnitzer"
] |
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=5br5UllmBy
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shreyas Chaudhari",
"Philip S. Thomas",
"Bruno Castro da Silva"
] |
Learning Models and Evaluating Policies with Offline Off-Policy Data under Partial Observability
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=2aOKjoPwT4
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuta Kokubun",
"Kota Matsui",
"Kentaro Kutsukake",
"Wataru Kumagai",
"Takafumi Kanamori"
] |
Local Acquisition Function for Active Level Set Estimation
| null |
|||
Workshop/ReALML
|
https://openreview.net/forum?id=0CPnNCOFiI
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexandru Tifrea",
"John Hill",
"Fanny Yang"
] |
Improving class and group imbalanced classification with uncertainty-based active learning
| null |
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=shwYa41B3G
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/mayhugotong/gentkg
|
[
"Ruotong Liao",
"Xu Jia",
"Yunpu Ma",
"Volker Tresp"
] |
GenTKG: Generative Forecasting on Temporal Knowledge Graph
| 27 |
|||
Workshop/GLFrontiers
|
https://openreview.net/forum?id=sCk5NkZ8Ow
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Seongjin Choi",
"Gahee Kim",
"Se-Young Yun"
] |
Node Mutual Information: Enhancing Graph Neural Networks for Heterophily
| null |
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