Bayesian Active Learning with Fully Bayesian Gaussian Processes
Comments In Proceedings of Advances in Neural Information Processing Systems 35 (NeurIPS 2022)
期刊&会议
NeurIPS
Conference on Neural Information Processing Systems · 会议 · Machine Learning
Learning Neural Acoustic Fields
Comments NeurIPS 2022. Project page: https://www.andrew.cmu.edu/user/afluo/Neural_Acoustic_Fields/
Learning Partial Equivariances from Data
Comments Published at NeurIPS 2022
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
Comments aligned with the camera-ready version published at NeurIPS 2021
Learning Deep Generative Models with Annealed Importance Sampling
Journal ref NeurIPS 2020 Workshop on Machine Learning and the Physical Sciences
RMM: Reinforced Memory Management for Class-Incremental Learning
Comments NeurIPS 2021
Micro and Macro Level Graph Modeling for Graph Variational Auto-Encoders
Comments Thirty-sixth Conference on Neural Information Processing Systems, 2022
Learning Probabilistic Models from Generator Latent Spaces with Hat EBM
Comments NeurIPS 2022 camera ready
Data-Efficient Pipeline for Offline Reinforcement Learning with Limited Data
Comments 32 pages. Published at NeurIPS 2022. Presented at RLDM 2022
Dataset Inference for Self-Supervised Models
Comments Accepted at NeurIPS 2022; Updated experiment details
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels?
Comments NeurIPS 2022. Code for ELo-SACv3 is at https://github.com/LostXine/elo-sac and code for ELo-Rainbow is at https://github.com/LostXine/elo-rainbow
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
Comments NeurIPS 2022 Camera Ready
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
Comments NeurIPS 2022 Camera Ready Version
Time-Myopic Go-Explore: Learning A State Representation for the Go-Explore Paradigm
Comments 9 pages, 7 figures, Deep Reinforcement Learning Workshop NeurIPS 2022, Deep RL Workshop 2022 NeurIPS, OpenReview
CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion
Comments NeurIPS 2022
A Solver-Free Framework for Scalable Learning in Neural ILP Architectures
Comments Accepted at NeurIPS 2022
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control
Comments Appearing in NeurIPS 2022 Datasets and Benchmarks Track
Learning Viewpoint-Agnostic Visual Representations by Recovering Tokens in 3D Space
Comments NeurIPS 2022. Our code is at https://github.com/elicassion/3DTRL Our project page is at https://www3.cs.stonybrook.edu/~jishang/3dtrl/3dtrl.html v3, v4 for minor updates on figures and visualizations
Universally Expressive Communication in Multi-Agent Reinforcement Learning
Comments Published in NeurIPS 2022
A Deep Reinforcement Learning Framework For Column Generation
Journal ref Advances in Neural Information Processing Systems (NeurIPS), 2022
Memory Efficient Continual Learning with Transformers
Comments This paper was published at NeurIPS 2022
Locating and Editing Factual Associations in GPT
Comments NeurIPS 2022. 35 pages, 30 figures. Code and data at https://rome.baulab.info/
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning
Comments published in NeurIPS 2022
Masked Autoencoders that Listen
Comments Accepted at NeurIPS 2022
Sequencer: Deep LSTM for Image Classification
Comments Accepted in NeurIPS 2022; camera ready edition
Multiscale Metamorphic VAE for 3D Brain MRI Synthesis
Comments Accepted to the NeurIPS 2022 Workshop on Medical Imaging meets NeurIPS
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale
Comments Accepted for NeurIPS 2022 TS4H workshop
Max-Min Off-Policy Actor-Critic Method Focusing on Worst-Case Robustness to Model Misspecification
Comments Neural Information Processing Systems 2022 (NeurIPS '22)
Composite Feature Selection using Deep Ensembles
Comments Accepted to NeurIPS 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
Comments NeurIPS 2022 camera-ready version
