Learning One Representation to Optimize All Rewards
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2022 |
Touati, Ahmed |
UniDoc: Unified Pretraining Framework for Document Understanding
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2022 |
Gu, Jiuxiang |
Matrix factorisation and the interpretation of geodesic distance
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2022 |
Whiteley, Nick |
From Canonical Correlation Analysis to Self-supervised Graph Neural Networks
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2022 |
Zhang, Hengrui |
ReAct: Out-of-distribution Detection With Rectified Activations
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2022 |
Sun, Yiyou |
Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation
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2022 |
Kundu, Jogendra Nath |
Fast Training of Neural Lumigraph Representations using Meta Learning
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2022 |
Bergman, Alexander |
AugMax: Adversarial Composition of Random Augmentations for Robust Training
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2022 |
Wang, Haotao |
Progressive Feature Interaction Search for Deep Sparse Network
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2022 |
Gao, Chen |
DRIVE: One-bit Distributed Mean Estimation
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2022 |
Vargaftik, Shay |
Scalable Inference in SDEs by Direct Matching of the Fokker-Planck-Kolmogorov Equation
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2022 |
Solin, Arno |
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation
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2022 |
Ghalamkari, Kazu |
(Almost) Free Incentivized Exploration from Decentralized Learning Agents
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2022 |
Shi, Chengshuai |
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming
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2022 |
Paleja, Rohan |
Backward-Compatible Prediction Updates: A Probabilistic Approach
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2022 |
Träuble, Frederik |
Truncated Marginal Neural Ratio Estimation
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2022 |
Miller, Benjamin K |
Multimodal Few-Shot Learning with Frozen Language Models
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2022 |
Tsimpoukelli, Maria |
Analytical Study of Momentum-Based Acceleration Methods in Paradigmatic High-Dimensional Non-Convex Problems
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2022 |
Sarao Mannelli, Stefano |
CentripetalText: An Efficient Text Instance Representation for Scene Text Detection
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2022 |
Sheng, Tao |
Learning Space Partitions for Path Planning
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2022 |
Yang, Kevin |