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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Workshop/ALOE | 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 |
|||
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 | 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 | https://openreview.net/forum?id=bFPbN1nWgU | 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 | 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 | 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 | 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 | https://openreview.net/forum?id=NqvB1U0HSJ | genplan'23 | 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 | https://openreview.net/forum?id=MP1CXDOgAF | genplan'23 | 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 | 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 | 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 | 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 | https://openreview.net/forum?id=FPqgo0jshE | genplan'23 | 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 | https://openreview.net/forum?id=8pbqiLYe0I | 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 | 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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