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2023 |
Scieur, Damien |
| A Deep Learning Dataloader with Shared Data Preparation
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2023 |
xie, jian |
| Learning Physics Constrained Dynamics Using Autoencoders
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2023 |
Yang, Tsung-Yen |
| Peer Prediction for Learning Agents
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2023 |
Feng, Shi |
| Mirror Descent with Relative Smoothness in Measure Spaces, with application to Sinkhorn and EM
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2023 |
Aubin-Frankowski, Pierre-Cyril |
| APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking
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2023 |
Yang, Yuxiang |
| Locating and Editing Factual Associations in GPT
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2023 |
Meng, Kevin |
| Neural Topological Ordering for Computation Graphs
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2023 |
Gagrani, Mukul |
| Probable Domain Generalization via Quantile Risk Minimization
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2023 |
Eastwood, Cian |
| All Politics is Local: Redistricting via Local Fairness
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2023 |
Ko, Shao-Heng |
| Bayesian Risk Markov Decision Processes
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2023 |
Lin, Yifan |
| Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators
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2023 |
Liu, Yuhan Helena |
| Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
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2023 |
Liang, Victor Weixin |
| α-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay
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2023 |
Agrawal, Kumar K |
| Operative dimensions in unconstrained connectivity of recurrent neural networks
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2023 |
Krause, Renate |
| Batch size-invariance for policy optimization
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2023 |
Hilton, Jacob |
| Variational Model Perturbation for Source-Free Domain Adaptation
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2023 |
Jing, Mengmeng |
| On the non-universality of deep learning: quantifying the cost of symmetry
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2023 |
Abbe, Emmanuel |
| Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning
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2023 |
Koloskova, Anastasiia |
| Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning
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2023 |
Xie, Yujia |
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