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06/13/2023
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation
Similes play an imperative role in creative writing such as story and di...
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05/15/2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
New NLP benchmarks are urgently needed to align with the rapid developme...
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05/12/2023
Provably Convergent Schrödinger Bridge with Applications to Probabilistic Time Series Imputation
The Schrödinger bridge problem (SBP) is gaining increasing attention in ...
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06/06/2022
On the Convergence of Optimizing Persistent-Homology-Based Losses
Topological loss based on persistent homology has shown promise in vario...
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03/24/2022
A Manifold View of Adversarial Risk
The adversarial risk of a machine learning model has been widely studied...
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06/11/2021
Topological Detection of Trojaned Neural Networks
Deep neural networks are known to have security issues. One particular t...
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03/13/2021
Learning with Feature-Dependent Label Noise: A Progressive Approach
Label noise is frequently observed in real-world large-scale datasets. T...
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02/10/2021
Stability of SGD: Tightness Analysis and Improved Bounds
Stochastic Gradient Descent (SGD) based methods have been widely used fo...
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02/09/2021
Training Federated GANs with Theoretical Guarantees: A Universal Aggregation Approach
Recently, Generative Adversarial Networks (GANs) have demonstrated their...
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07/17/2020
Learn distributed GAN with Temporary Discriminators
In this work, we propose a method for training distributed GAN with sequ...
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04/27/2020
A Geometric Algorithm for Solving Linear Systems
Based on the geometric Triangle Algorithm for testing membership of a p...
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10/17/2018
Spherical Triangle Algorithm: A Fast Oracle for Convex Hull Membership Queries
The it Convex Hull Membership(CHM) problem is: Given a point p and a sub...
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02/05/2018