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05/10/2023
PAI at SemEval-2023 Task 2: A Universal System for Named Entity Recognition with External Entity Information
The MultiCoNER II task aims to detect complex, ambiguous, and fine-grain...
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01/18/2023
Weighted Trace-Penalty Minimization for Full Configuration Interaction
A novel unconstrained optimization model named weighted trace-penalty mi...
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09/10/2022
A mixed precision Jacobi SVD algorithm
We propose a mixed precision Jacobi algorithm for computing the singular...
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12/09/2021
A More Stable Accelerated Gradient Method Inspired by Continuous-Time Perspective
Nesterov's accelerated gradient method (NAG) is widely used in problems ...
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10/22/2021
SOFT: Softmax-free Transformer with Linear Complexity
Vision transformers (ViTs) have pushed the state-of-the-art for various ...
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10/12/2021
Global Convergence of Triangularized Orthogonalization-free Method
This paper proves the global convergence of a triangularized orthogonali...
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09/24/2021
A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification
Data augmentation (DA) aims to generate constrained and diversified data...
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09/23/2021
Low Rank Vectorized Hankel Lift for Matrix Recovery via Fast Iterative Hard Thresholding
We propose a VHL-FIHT algorithm for matrix recovery in blind super-resol...
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09/15/2021
Adversarial Mixing Policy for Relaxing Locally Linear Constraints in Mixup
Mixup is a recent regularizer for current deep classification networks. ...
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05/29/2021
Stability and Super-resolution of MUSIC and ESPRIT for Multi-snapshot Spectral Estimation
This paper studies the spectral estimation problem of estimating the loc...
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11/03/2020
Balanced Partitioning of Several Cache-Oblivious Algorithms
Frigo et al. proposed an ideal cache model and a recursive technique to ...
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10/15/2020
DialogueTRM: Exploring the Intra- and Inter-Modal Emotional Behaviors in the Conversation
Emotion Recognition in Conversations (ERC) is essential for building emp...
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09/09/2020
Solving the k-sparse Eigenvalue Problem with Reinforcement Learning
We examine the possibility of using a reinforcement learning (RL) algori...
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08/12/2020
Vectorized Hankel Lift: A Convex Approach for Blind Super-Resolution of Point Sources
We consider the problem of resolving r point sources from n samples at t...
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05/25/2020
Triangularized Orthogonalization-free Method for Solving Extreme Eigenvalue Problems
A novel orthogonalization-free method together with two specific algorit...
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03/03/2020
Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion
Task 1 of the DSTC8-track1 challenge aims to develop an end-to-end multi...
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10/07/2019