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Workshop/ALOE
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https://openreview.net/forum?id=tWYUpG6aFE
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexis D. Jacq",
"Manu Orsini",
"Gabriel Dulac-Arnold",
"Olivier Pietquin",
"Matthieu Geist",
"Olivier Bachem"
] |
On the importance of data collection for training general goal-reaching policies.
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=mBA5gdd8Tg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Aya Kayal",
"Eduardo Pignatelli",
"Laura Toni"
] |
Does behavioral diversity in intrinsic rewards help exploration?
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=h7obi6WSuK
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/microsoft/smartplay
|
[
"Yue Wu",
"Xuan Tang",
"Tom Mitchell",
"Yuanzhi Li"
] |
SmartPlay : A Benchmark for LLMs as Intelligent Agents
| 117 |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=gCPSeal6G8
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lucia Cipolina-Kun",
"Ignacio Carlucho",
"Kalesha Bullard"
] |
Adaptive Coalition Structure Generation
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=buNbHiiB3j
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/ld-ing/qdhf
|
[
"Li Ding",
"Jenny Zhang",
"Jeff Clune",
"Lee Spector",
"Joel Lehman"
] |
Quality Diversity through Human Feedback
| 15 |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=aFEZdGL3gn
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yuqing Du",
"Eliza Kosoy",
"Alyssa Li Dayan",
"Maria Rufova",
"Alison Gopnik",
"Pieter Abbeel"
] |
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=Lg3DGZSsOF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sam Earle",
"M Charity",
"Julian Togelius",
"Dipika Rajesh"
] |
Quality Diversity in the Amorphous Fortress: Evolving for Complexity in 0-Player Games
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=JlBBoZBOeF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ayush Chopra",
"Jayakumar Subramanian",
"Balaji Krishnamurthy",
"Ramesh Raskar"
] |
AgentTorch: Agent-based Modeling with Automatic Differentiation
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=GELhTb5iHy
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Marin Vlastelica",
"Jin Cheng",
"Georg Martius",
"Pavel Kolev"
] |
Diverse Offline Imitation Learning
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=8lvT20K65h
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Luca Grillotti",
"Maxence Faldor",
"Borja G. León",
"Antoine Cully"
] |
Skill-Conditioned Policy Optimization with Successor Features Representations
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=5cEQ4ZOsIN
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Keith Yuan Patarroyo",
"Abhishek Sharma",
"Sara Walker",
"Lee Cronin"
] |
AssemblyCA: A Benchmark of Open-Endedness for Discrete Cellular Automata
| null |
|||
Workshop/ALOE
|
https://openreview.net/forum?id=09wy0Rtacu
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kent Wu",
"Ziyi Xia",
"Shuaiyu Chen",
"Xiao-Yang Liu"
] |
Curriculum Learning from Smart Retail Investors: Towards Financial Open-endedness
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=wI4SXLFqVK
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hong Zhang",
"Ying Liu",
"Romit Maulik"
] |
Semi-Implicit Neural Ordinary Differential Equations for Learning Chaotic Systems
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=l4GYs60kre
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"E. Kelly Buchanan",
"Geoff Pleiss",
"John Patrick Cunningham"
] |
The Effects of Ensembling on Long-Tailed Data
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=hyPoaUJwXI
|
2023
|
NeurIPS2023
| 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/HeavyTails
|
https://openreview.net/forum?id=envolCEjJP
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/fadhela/mogp
|
[
"Hoil Lee",
"Fadhel Ayed",
"Paul Jung",
"Juho Lee",
"Hongseok Yang",
"Francois Caron"
] |
Deep neural networks with dependent weights:
Gaussian Process mixture limit, heavy tails, sparsity and compressibility
| 0 |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=XUeGYkOGF0
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Taole Sha",
"Michael Zhang"
] |
Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=UaCrxyUeyE
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matteo Gamba",
"Arna Ghosh",
"Kumar Krishna Agrawal",
"Blake Aaron Richards",
"Hossein Azizpour",
"Mårten Björkman"
] |
On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=TLO3pOHCyx
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yijun Wan",
"Abdellatif Zaidi",
"Umut Simsekli"
] |
Neural network compression with heavy-tailed SGD
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=RNGvkRELRI
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ali Hasan",
"Yuting Ng",
"Jose Blanchet",
"Vahid Tarokh"
] |
Representation Learning for Extremes
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=I00Z75alN6
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Gianmarco Genalti",
"Lupo Marsigli",
"Nicola Gatti",
"Alberto Maria Metelli"
] |
Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=C6PiH9Fkjd
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fabian Schaipp",
"Umut Simsekli",
"Robert M. Gower"
] |
Robust gradient estimation in the presence of heavy-tailed noise
| null |
|||
Workshop/HeavyTails
|
https://openreview.net/forum?id=01eUekTYvE
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Barak Battash",
"Lior Wolf",
"Ofir Lindenbaum"
] |
Revisiting the noise Model of SGD
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=z9GfvNQ7qJ
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Esther Derman",
"Yevgeniy Men",
"Matthieu Geist",
"Shie Mannor"
] |
Robustness and Regularization in Reinforcement Learning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=z5Ai1ljmlH
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Weiwei Gu",
"Anant Sah",
"Nakul Gopalan"
] |
Learning Generalizable Visual Task Through Interaction
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=yJYVcItE3K
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Audrey Huang",
"Mohammad Ghavamzadeh",
"Nan Jiang",
"Marek Petrik"
] |
Non-adaptive Online Finetuning for Offline Reinforcement Learning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=tKTTvWOzsZ
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lili Wu",
"Ben Evans",
"Riashat Islam",
"Raihan Seraj",
"Yonathan Efroni",
"Alex Lamb"
] |
Agent-Centric State Discovery for Finite-Memory POMDPs
| null |
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Workshop/GenPlan
|
https://openreview.net/forum?id=rVAUd3Tf56
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ying Fan",
"Jingling Li",
"Adith Swaminathan",
"Aditya Modi",
"Ching-An Cheng"
] |
Simple Data Sharing for Multi-Tasked Goal-Oriented Problems
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=pi0h7Q39h9
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hayato Watahiki",
"Ryo Iwase",
"Ryosuke Unno",
"Yoshimasa Tsuruoka"
] |
Leveraging Behavioral Cloning for Representation Alignment in Cross-Domain Policy Transfer
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=ozqaF9YBce
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/bhatiaabhinav/rl3
|
[
"Abhinav Bhatia",
"Samer Nashed",
"Shlomo Zilberstein"
] |
RL^3: Boosting Meta Reinforcement Learning via RL inside RL^2
| 7 |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=mntDNQ5ujE
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tianpei Yang",
"Srijita Das",
"Christabel Wayllace",
"Matthew Taylor"
] |
Work-in-Progress: Using Symbolic Planning with Deep RL to Improve Learning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=mLXOy1iJz8
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dillon Ze Chen",
"Felipe Trevizan",
"Sylvie Thiebaux"
] |
Graph Neural Networks and Graph Kernels For Learning Heuristics: Is there a difference?
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=hbrE0MFsDV
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Naman Shah",
"Siddharth Srivastava"
] |
Learning How to Create Generalizable Hierarchies for Robot Planning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=fYUWJHNkdA
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nasik Muhammad Nafi",
"William Hsu"
] |
Reinforcement Learning with Augmentation Invariant Representation: A Non-contrastive Approach
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=fWSPZh6PI1
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yu-An Lin",
"Chen-Tao Lee",
"Guan-Ting Liu",
"Pu-Jen Cheng",
"Shao-Hua Sun"
] |
Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=eIROHscxeg
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Turgay Caglar",
"Sirine Belhaj",
"Tathagata Chakraborti",
"Michael Katz",
"Sarath Sreedharan"
] |
Towards More Likely Models for AI Planning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=eDZJTdUsfe
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Louis Kirsch",
"James Harrison",
"C. Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
Towards General-Purpose In-Context Learning Agents
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=cTtMNEn2Kr
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dillon Ze Chen",
"Sylvie Thiebaux",
"Felipe Trevizan"
] |
GOOSE: Learning Domain-Independent Heuristics
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=boub8VqmZu
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pulkit Verma",
"Rushang Karia",
"Gaurav Vipat",
"Anmol Gupta",
"Siddharth Srivastava"
] |
Learning AI-System Capabilities under Stochasticity
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=bFPbN1nWgU
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genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rushang Karia",
"Pulkit Verma",
"Gaurav Vipat",
"Siddharth Srivastava"
] |
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Stochastic Settings
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=W0bhHvQK60
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Benjamin Eysenbach",
"Vivek Myers",
"Sergey Levine",
"Ruslan Salakhutdinov"
] |
Contrastive Representations Make Planning Easy
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=RN7IqUMlOq
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zihao Deng",
"Brendan Juba"
] |
Stochastic Safe Action Model Learning
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=QM9fIbFCW6
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Forest Agostinelli",
"Misagh Soltani"
] |
Learning Discrete World Models for Classical Planning Problems
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=PgDbFx9bk8
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rafael Rodriguez-Sanchez",
"George Konidaris"
] |
Learning Abstract World Models for Value-preserving Planning with Options
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=NqvB1U0HSJ
|
genplan'23
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jung-Chun Liu",
"Chi-Hsien Chang",
"Shao-Hua Sun",
"Tian-Li Yu"
] |
Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task Substructures
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=MP1CXDOgAF
|
genplan'23
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Cassidy Laidlaw",
"Banghua Zhu",
"Stuart Russell",
"Anca Dragan"
] |
A Theoretical Explanation of Deep RL Performance in Stochastic Environments
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=LZjV4rHbzB
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rashmeet Kaur Nayyar",
"Shivanshu Verma",
"Siddharth Srivastava"
] |
Learning Generalizable Symbolic Options for Transfer in Reinforcement Learning
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=HX3HZbUXrW
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hao Zhang",
"Tianpei Yang",
"YAN ZHENG",
"Jianye HAO",
"Matthew E. Taylor"
] |
PADDLE: Logic Program Guided Policy Reuse in Deep Reinforcement Learning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=G8UH41ZzzA
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Brendan Juba",
"Hai S Le",
"Roni Stern"
] |
Learning Safe Action Models with Partial Observability
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=FxxxBwcUlL
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Samantha Johnson",
"Michael Buice",
"Koosha Khalvati"
] |
Value Iteration with Value of Information Networks
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=FPqgo0jshE
|
genplan'23
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NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kevin Black",
"Mitsuhiko Nakamoto",
"Pranav Atreya",
"Homer Walke",
"Chelsea Finn",
"Aviral Kumar",
"Sergey Levine"
] |
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
| null |
|||
Workshop/GenPlan
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https://openreview.net/forum?id=8pbqiLYe0I
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genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Blai Bonet",
"Dominik Drexler",
"Hector Geffner"
] |
General and Reusable Indexical Policies and Sketches
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=6oPZcdzFjW
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genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Scott Jeen",
"Tom Bewley",
"Jonathan Cullen"
] |
Conservative World Models
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=5kO572pUvr
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Uri Gadot",
"Kaixin Wang",
"Esther Derman",
"Navdeep Kumar",
"Kfir Levy",
"Shie Mannor"
] |
Targeted Uncertainty Reduction in Robust MDPs
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=4xGCYC4dFp
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Inwoo Hwang",
"Yunhyeok Kwak",
"Suhyung Choi",
"Byoung-Tak Zhang",
"Sanghack Lee"
] |
Quantized Local Independence Discovery for Fine-Grained Causal Dynamics Learning in Reinforcement Learning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=2N9HoSAJ48
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sunandita Patra",
"Paul Rademacher",
"Kristen Jacobson",
"Kyle Hassold",
"Onur Kulaksizoglu",
"Laura Hiatt",
"Mark Roberts",
"Dana Nau"
] |
Relating Goal and Environmental Complexity for Improved Task Transfer: Initial Results
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=225zToqXbL
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Joongkyu Lee",
"Seung Joon Park",
"Yunhao Tang",
"Min-hwan Oh"
] |
Uncertainty-Aware Action Repeating Options
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=1S538MAe9x
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vindula Jayawardana",
"Sirui Li",
"Cathy Wu",
"Yashar Farid",
"Kentaro Oguchi"
] |
Robust Driving Across Scenarios via Multi-residual Task Learning
| null |
|||
Workshop/GenPlan
|
https://openreview.net/forum?id=0Pbh8u7oXi
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ishita Mediratta",
"Qingfei You",
"Minqi Jiang",
"Roberta Raileanu"
] |
A Study of Generalization in Offline Reinforcement Learning
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=wHnKIsCz4j
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matthew Chan",
"Sean Young",
"Christopher Metzler"
] |
SUD^2: Supervision by Denoising Diffusion Models for Image Reconstruction
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=qvLWGWsMyq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Stephen Obonyo",
"Isaiah Onando Mulang'",
"Timothy Rumbell",
"Catherine Wanjiru",
"Viatcheslav Gurev"
] |
Feature Importance Random Search for Hyperparameter Optimization of Data-Consistent Model Inversion
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=qfWlk4RWOZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sebastian Neumayer",
"Mehrsa Pourya",
"Alexis Goujon",
"Michael Unser"
] |
Boosting Weakly Convex Ridge Regularizers with Spatial Adaptivity
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=mGwg10bgHk
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Giannis Daras",
"Alex Dimakis"
] |
Solving Inverse Problems with Ambient Diffusion
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=l4ki2nsrwS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Berthy Feng",
"Katherine Bouman"
] |
Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=jjCGqnhTr7
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tiffany Chien",
"Colin Ophus",
"Laura Waller"
] |
Space-Time Implicit Neural Representations for Atomic Electron Tomography on Dynamic Samples
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ijSTOcngKs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Omer Belhasin",
"Yaniv Romano",
"Daniel Freedman",
"Ehud Rivlin",
"Michael Elad"
] |
Volume-Oriented Uncertainty for Inverse Problems
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ijJJA6uQbL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ronan Legin",
"Alexandre Adam",
"Yashar Hezaveh",
"Laurence Perreault-Levasseur"
] |
Score-Based Likelihood Characterization for Inverse Problems in the Presence of Non-Gaussian Noise
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=igQtADDflr
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Dhruv V Patel",
"Jonghyun Harry Lee",
"Matthew Farthing",
"Tyler Hesser",
"Peter Kitanidis",
"Eric Darve"
] |
Improved Black-box Variational Inference for High-dimensional Bayesian Inversion involving Black-box Simulators
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=hUOHV4SKNw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Andrei Mancu",
"Wenqi Huang",
"Gastao Lima da Cruz",
"Daniel Rueckert",
"Kerstin Hammernik"
] |
Self-supervised Low-rank plus Sparse Network for Radial MRI Reconstruction
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ee6feOhQ4H
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Taigao Ma",
"L. Jay Guo",
"Haozhu Wang"
] |
OptoGPT: A Versatile Inverse Design Model for Optical Multilayer Thin Film Structures
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ZL5wlFMg0Y
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Agnimitra Dasgupta",
"Javier Murgoitio-Esandi",
"Deep Ray",
"Assad Oberai"
] |
Conditional score-based generative models for solving physics-based inverse problems
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=VqFHhTYonI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Canberk Ekmekci",
"Mujdat Cetin"
] |
Quantifying Generative Model Uncertainty in Posterior Sampling Methods for Computational Imaging
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=VWKe1ZIDsa
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Saurav K Shastri",
"Philip Schniter"
] |
Phase Retrieval via Deep Expectation-Consistent Approximation
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=RP12BvHTnt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ortal Senouf",
"Jens Behrmann",
"Joern-Henrik Jacobsen",
"Pascal Frossard",
"Emmanuel Abbe",
"Antoine Wehenkel"
] |
Inferring Cardiovascular Biomarkers with Hybrid Model Learning
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=QaIEU0wWj8
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tim Bakker",
"Fabio Valerio Massoli",
"Thomas Hehn",
"Tribhuvanesh Orekondy",
"Arash Behboodi"
] |
Switching policies for solving inverse problems
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=NRGZmGbteB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Batu Ozturkler",
"Morteza Mardani",
"Arash Vahdat",
"Jan Kautz",
"John M. Pauly"
] |
Regularization by Denoising Diffusion Process for MRI Reconstruction
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=LIL1M2fdGb
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhenghan Fang",
"Sam Buchanan",
"Jeremias Sulam"
] |
What’s in a Prior? Learned Proximal Networks for Inverse Problems
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=G8wMnihF6E
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Xi Chen",
"Zhewen Hou",
"Christopher Metzler",
"Arian Maleki",
"Shirin Jalali"
] |
Multilook compressive sensing in the presence of speckle noise
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=Cei9ee2zfJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Cagan Alkan",
"Julio Oscanoa",
"Daniel Abraham",
"Mengze Gao",
"Aizada Nurdinova",
"Kawin Setsompop",
"John M. Pauly",
"Morteza Mardani",
"Shreyas Vasanawala"
] |
Variational Diffusion Models for Blind MRI Inverse Problems
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=B3VR4dIy9e
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Varun A. Kelkar",
"Rucha Deshpande",
"Arindam Banerjee",
"Mark Anastasio"
] |
AmbientFlow: Invertible generative models from incomplete, noisy imaging measurements
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=AopY31LYgO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matthew Bendel",
"Rizwan Ahmad",
"Philip Schniter"
] |
Mask-Agnostic Posterior Sampling MRI via Conditional GANs with Guided Reconstruction
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=AUiZyqYiGb
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Philip M Adamson",
"Arjun D Desai",
"Jeffrey Dominic",
"Christian Bluethgen",
"Jeff P. Wood",
"Ali B Syed",
"Robert D. Boutin",
"Kathryn J. Stevens",
"Shreyas Vasanawala",
"John M. Pauly",
"Akshay S Chaudhari",
"Beliz Gunel"
] |
Using Deep Feature Distances for Evaluating MR Image Reconstruction Quality
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=9ki8qsGSoc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Charles Dove",
"Jatearoon Boondicharern",
"Laura Waller"
] |
Physics-guided Training of Neural Electromagnetic Wave Simulators with Time-reversal Consistency
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=8hz6X2GGnD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sazan Mahbub",
"Brandon Feng",
"Christopher Metzler"
] |
Multimodal Neural Surface Reconstruction: Recovering the Geometry and Appearance of 3D Scenes from Events and Grayscale Images
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=7q3i7nLdeF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhong Zhuang",
"David Yang",
"David Barmherzig",
"Ju Sun"
] |
Phase Retrieval Using Double Deep Image Priors
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=5NoVk8nBWc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Timothy Rumbell",
"Catherine Wanjiru",
"Isaiah Onando Mulang'",
"Stephen Obonyo",
"James Kozloski",
"Viatcheslav Gurev"
] |
Sequential data-consistent model inversion
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=4YA8NFJK1J
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Kabir Ahuja",
"Madhur Panwar",
"Navin Goyal"
] |
Transformers Can Learn To Solve Linear-Inverse Problems In-Context
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=2rl2uyLOC6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Weihao Xia",
"Yujiu Yang",
"Jing-Hao Xue"
] |
Modeling GAN Latent Dynamics using Neural ODEs
| null |
|||
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=28zXoRIcZd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Mingyu Kim",
"Kim Jun-Seong",
"Se-Young Yun",
"Jin-Hwa Kim"
] |
Refined Tensorial Radiance Field: Harnessing Coordinate-Based Networks for Novel View Synthesis from Sparse Inputs
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=zkPxoyPeva
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ruoyan Li",
"Dipti Ranjan Sahu",
"Guy Van den Broeck",
"Zhe Zeng"
] |
Gradient Estimation For Exactly-k Constraints
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=zXhQnoaRQW
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Joshua Alan Flashner",
"Jennifer J. Sun",
"David Ouyang",
"Yisong Yue"
] |
Learning Expert-Interpretable Programs for Myocardial Infarction Localization
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=yGVChrbJ4E
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Viraj Mehta",
"Joseph Abbate",
"Allen Wang",
"Andrew Rothstein",
"Ian Char",
"Jeff Schneider",
"Egemen Kolemen",
"Cristina Rea",
"Darren Garnier"
] |
Towards LLMs as Operational Copilots for Fusion Reactors
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=xyfd9svlDH
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Arushi GK Majha",
"Andreas Bender",
"Ian Stott"
] |
On Modelability and Generalizability: Are Machine Learning Models for Drug Synergy Exploiting Artefacts and Biases in Available Data?
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=xiNRyrBAjt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Fanny Lehmann",
"Filippo Gatti",
"Michaël Bertin",
"Didier Clouteau"
] |
Seismic hazard analysis with a Factorized Fourier Neural Operator (F-FNO) surrogate model enhanced by transfer learning
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=xW5JQo6TXO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hua-Dong Xiong",
"Li Ji-An",
"Marcelo G Mattar",
"Robert C. Wilson"
] |
Distilling human decision-making dynamics: a comparative analysis of low-dimensional architectures
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=xTXmEKbprI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yunha Hwang",
"Andre Cornman",
"Elizabeth Kellogg",
"Sergey Ovchinnikov",
"Peter Girguis"
] |
Genomic language model predicts protein co-regulation and function
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=wdGIL6lx3l
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/ur-whitelab/chemcrow-runs
|
[
"Andres M Bran",
"Sam Cox",
"Oliver Schilter",
"Carlo Baldassari",
"Andrew White",
"Philippe Schwaller"
] |
Augmenting large language models with chemistry tools
| 65 |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=wUCulO2kKX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yifeng Zhao",
"Jinxin Liu",
"Xiangbo Gao",
"Sergio Torres",
"Stan Z. Li"
] |
Scalable Particle Generation for Granular Shape Study
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=wEhqPfs22C
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Junwu Chen",
"Xu Huang",
"Cheng Hua",
"Yulian He",
"Philippe Schwaller"
] |
AdsGT: Graph Transformer for Predicting Global Minimum Adsorption Energy
| null |
|||
Workshop/AI4Science
|
https://openreview.net/forum?id=w90SAEcUP7
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yifeng Zhao",
"Jinxin Liu",
"xiangbo gao",
"Pei Zhang",
"Stan Z. Li",
"Sergio Andres Galindo Torres"
] |
Generation of 3D Realistic Soil Particles with Metaball Descriptor
| null |
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