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2022 |
Tang, Yehui |
| Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance
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2022 |
Lim, Justin |
| Overinterpretation reveals image classification model pathologies
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2022 |
Carter, Brandon |
| Leveraging SE(3) Equivariance for Self-supervised Category-Level Object Pose Estimation from Point Clouds
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2022 |
Li, Xiaolong |
| Neural Circuit Synthesis from Specification Patterns
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2022 |
Schmitt, Frederik |
| Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction
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2022 |
Zhang, Jing |
| Regularization in ResNet with Stochastic Depth
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2022 |
Hayou, Soufiane |
| Dimensionality Reduction for Wasserstein Barycenter
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2022 |
Izzo, Zachary |
| Nearly Horizon-Free Offline Reinforcement Learning
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2022 |
Ren, Tongzheng |
| Reinforcement Learning with State Observation Costs in Action-Contingent Noiselessly Observable Markov Decision Processes
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2022 |
Nam, HyunJi Alex |
| On Blame Attribution for Accountable Multi-Agent Sequential Decision Making
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2022 |
Triantafyllou, Stelios |
| FLEX: Unifying Evaluation for Few-Shot NLP
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2022 |
Bragg, Jonathan |
| Rethinking Neural Operations for Diverse Tasks
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2022 |
Roberts, Nicholas |
| Online Control of Unknown Time-Varying Dynamical Systems
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2022 |
Minasyan, Edgar |
| Contrastive Reinforcement Learning of Symbolic Reasoning Domains
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2022 |
Poesia, Gabriel |
| Probabilistic Tensor Decomposition of Neural Population Spiking Activity
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2022 |
Soulat, Hugo |
| Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework
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2022 |
Huang, Tengteng |
| Assessing Fairness in the Presence of Missing Data
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2022 |
Zhang, Yiliang |
| Learning to Ground Multi-Agent Communication with Autoencoders
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2022 |
Lin, Toru |
| Large-Scale Wasserstein Gradient Flows
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2022 |
Mokrov, Petr |
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