RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection
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2023 |
Song, Yue |
FACT: Learning Governing Abstractions Behind Integer Sequences
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2023 |
Belcak, Peter |
What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
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2023 |
Tsilivis, Nikolaos |
SkinCon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis
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2023 |
Daneshjou, Roxana |
On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
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2023 |
Kapoor, Sanyam |
Information-Theoretic GAN Compression with Variational Energy-based Model
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2023 |
Kang, Minsoo |
Learning Debiased Classifier with Biased Committee
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2023 |
Kim, Nayeong |
Modeling the Machine Learning Multiverse
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2023 |
Bell, Samuel J. |
Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels
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2023 |
Xie, Ming-Kun |
On Scrambling Phenomena for Randomly Initialized Recurrent Networks
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2023 |
Chatziafratis, Vaggos |
Adversarial Unlearning: Reducing Confidence Along Adversarial Directions
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2023 |
Setlur, Amrith |
Escaping from the Barren Plateau via Gaussian Initializations in Deep Variational Quantum Circuits
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2023 |
Zhang, Kaining |
STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers
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2023 |
Le, Trung |
If Influence Functions are the Answer, Then What is the Question?
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2023 |
Bae, Juhan |
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification
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2023 |
Wang, Xiyue |
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos
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2023 |
Singh, Gautam |
Communication-efficient distributed eigenspace estimation with arbitrary node failures
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2023 |
Charisopoulos, Vasileios |
Optimal Binary Classification Beyond Accuracy
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2023 |
Singh, Shashank |
Optimal Positive Generation via Latent Transformation for Contrastive Learning
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2023 |
Li, Yinqi |
Advancing Model Pruning via Bi-level Optimization
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2023 |
Zhang, Yihua |