Boundary Graph Neural Networks for 3D Simulations
|
2023 |
Mayr, Andreas |
The Unreasonable Effectiveness of Deep Evidential Regression
|
2023 |
Meinert, Nis |
Fundamentals of Task-Agnostic Data Valuation
|
2023 |
Amiri, Mohammad Mohammadi |
Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization
|
2023 |
Mutti, Mirco |
On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation
|
2023 |
Nguyen-Tang, Thanh |
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning
|
2023 |
Ouhamma, Reda |
Conceptual Reinforcement Learning for Language-Conditioned Tasks
|
2023 |
Peng, Shaohui |
Experimental Observations of the Topology of Convolutional Neural Network Activations
|
2023 |
Purvine, Emilie |
Automata Cascades: Expressivity and Sample Complexity
|
2023 |
Ronca, Alessandro |
DisGUIDE: Disagreement-Guided Data-Free Model EXtraction
|
2023 |
Rosenthal, Jonathan |
Accommodating Audio Modality in CLIP for Multimodal Processing
|
2023 |
Ruan, Ludan |
Forecasting with Sparse but Informative Variables: A Case Study in Predicting Blood Glucose
|
2023 |
Rubin-Falcone, Harry |
Tight Performance Guarantees of Imitator Policies with Continuous Actions
|
2023 |
Maran, Davide |
Diffusion Models Beat GANs on Topology Optimization
|
2023 |
Mazé, Francgois |
VIDM: Video Implicit Diffusion Models
|
2023 |
Mei, Kangfu |
Off-Policy Proximal Policy Optimization
|
2023 |
Meng, Wenjia |
MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series
|
2023 |
Meng, Qianwen |
Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models
|
2023 |
Minervini, Pasquale |
AIO-P: Expanding Neural Performance Predictors beyond Image Classification
|
2023 |
Mills, Keith G. |
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption
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2023 |
Mitterreiter, Matthias |