Offline RL Without Off-Policy Evaluation
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2022 |
Brandfonbrener, David |
Continuous vs. Discrete Optimization of Deep Neural Networks
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2022 |
Elkabetz, Omer |
Can contrastive learning avoid shortcut solutions?
|
2022 |
Robinson, Joshua |
Matrix encoding networks for neural combinatorial optimization
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2022 |
Kwon, Yeong-Dae |
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations
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2022 |
Hsu, Joy |
Continuous Latent Process Flows
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2022 |
Deng, Ruizhi |
Domain Invariant Representation Learning with Domain Density Transformations
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2022 |
Nguyen, A. Tuan |
Blending Anti-Aliasing into Vision Transformer
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2022 |
Qian, Shengju |
Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks
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2022 |
Fallah, Alireza |
Redesigning the Transformer Architecture with Insights from Multi-particle Dynamical Systems
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2022 |
Dutta, Subhabrata |
Similarity and Matching of Neural Network Representations
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2022 |
Csiszárik, Adrián |
On the Variance of the Fisher Information for Deep Learning
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2022 |
Soen, Alexander |
Brick-by-Brick: Combinatorial Construction with Deep Reinforcement Learning
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2022 |
Chung, Hyunsoo |
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss
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2022 |
HaoChen, Jeff Z. |
When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking
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2022 |
Wen, Peisong |
Convex Polytope Trees
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2022 |
Armandpour, Mohammadreza |
Stability and Deviation Optimal Risk Bounds with Convergence Rate O(1/n)
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2022 |
Klochkov, Yegor |
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation
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2022 |
Singh, Ankit |
Differentially Private n-gram Extraction
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2022 |
Kim, Kunho |
SketchGen: Generating Constrained CAD Sketches
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2022 |
Para, Wamiq |