EE
Eric Eaton
cs.LGcs.AIcs.CVstat.MLcs.ROVideo RecordingArtificial Intelligenceeess.IVmachine learningMachine Learning
On Valency
published · living versionsW_wy892x7w·v1 · currentpublished
Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data
with Decebal Constantin Mocanu, Maria Torres Vega, Peter Stone, Antonio Liotta
1 version
Preprints & journals
62 papers in the corpus · 2012–2026Limitations of Synthetic Data Generation in Specialized Data-Scarce Domains2608.13729v1 · Edward Zhang, Marcel Hussing, Tanay Tandon et al.2026 · 0 citationsarXiv
UniPixie: Unified and Probabilistic 3D Physics Learning via Flow Matching2606.05399v2 · Qilin Huang, Quynh Anh Huynh, Long Le et al.2026 · 0 citationsarXiv
Behavior-Consistent Deep Reinforcement Learning2605.21214v3 · Marcel Hussing, Liv G. d'Aliberti, Claas Voelcker et al.2026 · 0 citationsarXiv
Recovery Guarantees for Continual Learning of Dependent Tasks: Memory, Data-Dependent Regularization, and Data-Dependent Weights2604.17578v2 · Liangzu Peng, Uday Kiran Reddy Tadipatri, Ziqing Xu et al.2026 · 0 citationsarXiv
Human-AI Cooperation in Healthcare and Rehabilitation.42163857 · Brockmeier, Austin, Artemiadis, Panagiotis, Boukari, Hacene et al.2026 · 0 citationsDelaware journal of public health. 2026;12(1):20-27
Model Agreement via Anchoring2602.23360v1 · Eric Eaton, Surbhi Goel, Marcel Hussing et al.2026 · 0 citationsarXiv
Slot-BERT: Self-supervised object discovery in surgical video.41679076 · Liao, Guiqiu, Jogan, Matjaž, Hussing, Marcel et al.2026 · 1 citationMedical image analysis. 2026;110:103972
Observer: creation of a novel multimodal dataset for outpatient care research.41144304 · Johnson, Kevin B, Alasaly, Basam, Jang, Kuk Jin et al.2026 · 2 citationsJournal of the American Medical Informatics Association : JAMIA. 2026;33(2):424-433
Iterative Compositional Data Generation for Robot Control2512.10891v5 · Anh-Quan Pham, Marcel Hussing, Shubhankar P. Patankar et al.2025 · 0 citationsarXiv
WATCH-SS: Developing a Trustworthy and Explainable Modular Framework for Detecting Cognitive Impairment from Spontaneous Speech.41282790 · Pugh, Sydney, Hill, Matthew, Hwang, Sy et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2025
Replicable Reinforcement Learning with Linear Function Approximation2509.08660v3 · Eric Eaton, Marcel Hussing, Michael Kearns et al.2025 · 0 citationsarXiv
MedVidDeID: Protecting privacy in clinical encounter video recordings.40886813 · Mopidevi, Sriharsha, Jang, Kuk Jin, Alasaly, Basam et al.2025 · 1 citationJournal of biomedical informatics. 2025;170:104901
Relative Entropy Pathwise Policy Optimization2507.11019v4 · Claas Voelcker, Axel Brunnbauer, Marcel Hussing et al.2025 · 0 citationsarXiv
Generalizable CT Vision-Language Modeling for Population Health and Disease Risk10.1101/2025.07.03.25330654v5 · Beeche, C. A., Kim, J., Tavolinejad, H. et al.2025 · 1 citationmedRxiv
Future Slot Prediction for Unsupervised Object Discovery in Surgical Video2507.01882v2 · Guiqiu Liao, Matjaz Jogan, Marcel Hussing et al.2025 · 1 citationarXiv
FORLA: Federated Object-centric Representation Learning with Slot Attention2506.02964v2 · Guiqiu Liao, Matjaz Jogan, Eric Eaton et al.2025 · 1 citationarXiv
Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces2502.11828v1 · Eric Eaton, Marcel Hussing, Michael Kearns et al.2025 · 0 citationsarXiv
Can we hop in general? A discussion of benchmark selection and design using the Hopper environment2410.08870v2 · Claas A Voelcker, Marcel Hussing, Eric Eaton2024 · 0 citationsarXiv
MAD-TD: Model-Augmented Data stabilizes High Update Ratio RL2410.08896v2 · Claas A Voelcker, Marcel Hussing, Eric Eaton et al.2024 · 0 citationsarXiv
Articulate-Anything: Automatic Modeling of Articulated Objects via a Vision-Language Foundation Model2410.13882v4 · Long Le, Jason Xie, William Liang et al.2024 · 1 citationarXiv
Neural Eulerian Scene Flow Fields2410.02031v3 · Kyle Vedder, Neehar Peri, Ishan Khatri et al.2024 · 0 citationsarXiv
Text Message System for the Prediction of Colonoscopy Bowel Preparation Adequacy Before Colonoscopy: An Artificial Intelligence Image Classification Algorithm Based on Images of Stool Output.39866713 · Ramprasad, Chethan, Saini, Divya, Del Carmen, Henry et al.2025 · 2 citationsGastro hep advances. 2025;4(2):100556
Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models2408.12763v2 · Jean Park, Kuk Jin Jang, Basam Alasaly et al.2024 · 4 citationsarXiv
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical video2407.15794v4 · Guiqiu Liao, Matjaz Jogan, Sai Koushik et al.2024 · 2 citationsarXiv
Distributed Continual Learning2405.17466v2 · Long Le, Marcel Hussing, Eric Eaton2024 · 1 citationarXiv
Dissecting Deep RL with High Update Ratios: Combatting Value Divergence2403.05996v3 · Marcel Hussing, Claas Voelcker, Igor Gilitschenski et al.2024 · 1 citationarXiv
Predicting the Effect of Proton Beam Therapy Technology on Pulmonary Toxicities for Patients With Locally Advanced Lung Cancer Enrolled in the Proton Collaborative Group Prospective Clinical Trial.38000701 · Valdes, Gilmer, Scholey, Jessica, Nano, Tomi F et al.2024 · 7 citationsInternational journal of radiation oncology, biology, physics. 2024;119(1):66-77
IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning2310.02995v3 · Pengyuan Lu, Michele Caprio, Eric Eaton et al.2023 · 0 citationsarXiv
A Metacognitive Approach to Out-of-Distribution Detection for Segmentation2311.07578v1 · Meghna Gummadi, Cassandra Kent, Karl Schmeckpeper et al.2023 · 2 citationsarXiv
Robotic Manipulation Datasets for Offline Compositional Reinforcement Learning2307.07091v2 · Marcel Hussing, Jorge A. Mendez, Anisha Singrodia et al.2023 · 1 citationarXiv
CAROM Air -- Vehicle Localization and Traffic Scene Reconstruction from Aerial Videos2306.00075v1 · Duo Lu, Eric Eaton, Matt Weg et al.2023 · 14 citationsarXiv
IBCL: Zero-shot Model Generation under Stability-Plasticity Trade-offs2305.14782v4 · Pengyuan Lu, Michele Caprio, Eric Eaton et al.2023 · 1 citationarXiv
Replicable Reinforcement Learning2305.15284v4 · Eric Eaton, Marcel Hussing, Michael Kearns et al.2023 · 1 citationarXiv
ZeroFlow: Scalable Scene Flow via Distillation2305.10424v8 · Kyle Vedder, Neehar Peri, Nathaniel Chodosh et al.2023 · 2 citationsarXiv
A domain-agnostic approach for characterization of lifelong learning systems.36709531 · Baker, Megan M, New, Alexander, Aguilar-Simon, Mario et al.2023 · 17 citationsNeural networks : the official journal of the International Neural Network Society. 2023;160:274-296
Land Use Prediction using Electro-Optical to SAR Few-Shot Transfer Learning2212.03084v1 · Marcel Hussing, Karen Li, Eric Eaton2022 · 0 citationsarXiv
How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition2207.07730v2 · Jorge A. Mendez, Eric Eaton2022 · 11 citationsarXiv
CompoSuite: A Compositional Reinforcement Learning Benchmark2207.04136v1 · Jorge A. Mendez, Marcel Hussing, Meghna Gummadi et al.2022 · 2 citationsarXiv
Modular Lifelong Reinforcement Learning via Neural Composition2207.00429v1 · Jorge A. Mendez, Harm van Seijen, Eric Eaton2022 · 9 citationsarXiv
Lifelong Inverse Reinforcement Learning2207.00461v1 · Jorge A. Mendez, Shashank Shivkumar, Eric Eaton2022 · 7 citationsarXiv
SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries2206.13720v1 · Meghna Gummadi, David Kent, Jorge A. Mendez et al.2022 · 7 citationsarXiv
Gap Minimization for Knowledge Sharing and Transfer2201.11231v2 · Boyu Wang, Jorge Mendez, Changjian Shui et al.2022 · 7 citationsarXiv
Prospective Learning: Principled Extrapolation to the Future2201.07372v2 · Ashwin De Silva, Rahul Ramesh, Lyle Ungar et al.2022 · 4 citationsarXiv
Towards a theory of out-of-distribution learning2109.14501v5 · Jayanta Dey, Ali Geisa, Ronak Mehta et al.2021 · 6 citationsarXiv
Sparse PointPillars: Maintaining and Exploiting Input Sparsity to Improve Runtime on Embedded Systems2106.06882v3 · Kyle Vedder, Eric Eaton2021 · 8 citationsInternational Conference on Intelligent Robots and Systems (IROS) 2022
Lifelong Learning of Compositional Structures2007.07732v2 · Jorge A. Mendez, Eric Eaton2020 · 17 citationsarXiv
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting2007.07011v2 · Jorge A. Mendez, Boyu Wang, Eric Eaton2020 · 15 citationsarXiv
Reply to Nock and Nielsen: On the work of Nock and Nielsen and its relationship to the additive tree.32265277 · Valdes, Gilmer, Luna, José Marcio, Gennatas, Efstathios D et al.2020 · 0 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(16):8694-8695
Expert-augmented machine learning.32071251 · Gennatas, Efstathios D, Friedman, Jerome H, Ungar, Lyle H et al.2020 · 122 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(9):4571-4577
Building more accurate decision trees with the additive tree.31527280 · Luna, José Marcio, Gennatas, Efstathios D, Ungar, Lyle H et al.2020 · 99 citationsProceedings of the National Academy of Sciences of the United States of America. 2019;116(40):19887-19893
Career total: at least 143 works. 62 are in this corpus.Showing the 50 most recent.
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