A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs
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2023 |
Liu, Songming |
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret
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2023 |
Papadigenopoulos, Orestis |
Optimal and Adaptive Monteiro-Svaiter Acceleration
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2023 |
Carmon, Yair |
SparCL: Sparse Continual Learning on the Edge
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2023 |
Wang, Zifeng |
Pyramid Attention For Source Code Summarization
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2023 |
Chai, Lei |
Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction
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2023 |
Arumugam, Dilip |
Self-Aware Personalized Federated Learning
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2023 |
Chen, Huili |
Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology
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2023 |
Javed, Syed Ashar |
Model-Based Imitation Learning for Urban Driving
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2023 |
Hu, Anthony |
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
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2023 |
Yao, Shunyu |
Online Training Through Time for Spiking Neural Networks
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2023 |
Xiao, Mingqing |
A Fourier Approach to Mixture Learning
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2023 |
Qiao, Mingda |
Diversity vs. Recognizability: Human-like generalization in one-shot generative models
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2023 |
Boutin, Victor |
Pessimism for Offline Linear Contextual Bandits using ℓp Confidence Sets
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2023 |
Li, Gene |
Uncertainty-Aware Reinforcement Learning for Risk-Sensitive Player Evaluation in Sports Game
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2023 |
Liu, Guiliang |
Instability and Local Minima in GAN Training with Kernel Discriminators
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2023 |
Becker, Evan |
Versatile Multi-stage Graph Neural Network for Circuit Representation
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2023 |
Yang, Shuwen |
SIREN: Shaping Representations for Detecting Out-of-Distribution Objects
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2023 |
Du, Xuefeng |
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
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2023 |
Fürst, Andreas |
I2Q: A Fully Decentralized Q-Learning Algorithm
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2023 |
Jiang, Jiechuan |