ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning
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2022 |
Qian, Guocheng |
Turing Completeness of Bounded-Precision Recurrent Neural Networks
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2022 |
Chung, Stephen |
How Powerful are Performance Predictors in Neural Architecture Search?
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2022 |
White, Colin |
Stylized Dialogue Generation with Multi-Pass Dual Learning
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2022 |
Li, Jinpeng |
Few-Round Learning for Federated Learning
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2022 |
Park, Younghyun |
MobILE: Model-Based Imitation Learning From Observation Alone
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2022 |
Kidambi, Rahul |
Unsupervised Domain Adaptation with Dynamics-Aware Rewards in Reinforcement Learning
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2022 |
Liu, Jinxin |
On Contrastive Representations of Stochastic Processes
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2022 |
Mathieu, Emile |
Scalars are universal: Equivariant machine learning, structured like classical physics
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2022 |
Villar, Soledad |
Stronger NAS with Weaker Predictors
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2022 |
Wu, Junru |
Individual Privacy Accounting via a Rényi Filter
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2022 |
Feldman, Vitaly |
An Empirical Investigation of Domain Generalization with Empirical Risk Minimizers
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2022 |
Vedantam, Ramakrishna |
Fair Sequential Selection Using Supervised Learning Models
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2022 |
Khalili, Mohammad Mahdi |
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers
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2022 |
Han, Husheng |
Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization
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2022 |
Beugnot, Gaspard |
Towards mental time travel: a hierarchical memory for reinforcement learning agents
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2022 |
Lampinen, Andrew |
Parametrized Quantum Policies for Reinforcement Learning
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2022 |
Jerbi, Sofiene |
On Pathologies in KL-Regularized Reinforcement Learning from Expert Demonstrations
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2022 |
Rudner, Tim G. J. |
Towards Best-of-All-Worlds Online Learning with Feedback Graphs
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2022 |
Erez, Liad |
ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias
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2022 |
Xu, Yufei |