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04/26/2023
Filter Pruning via Filters Similarity in Consecutive Layers
Filter pruning is widely adopted to compress and accelerate the Convolut...
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02/21/2023
Stepdown SLOPE for Controlled Feature Selection
Sorted L-One Penalized Estimation (SLOPE) has shown the nice theoretical...
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02/20/2023
Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning
Recently, some mixture algorithms of pointwise and pairwise learning (PP...
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10/21/2022
HCL: Improving Graph Representation with Hierarchical Contrastive Learning
Contrastive learning has emerged as a powerful tool for graph representa...
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03/30/2022
Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval
Contrastive learning (CL) has become a ubiquitous approach for several n...
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12/14/2021
End-to-end speaker diarization with transformer
Speaker diarization is connected to semantic segmentation in computer vi...
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12/02/2021
Visual-Semantic Transformer for Scene Text Recognition
Modeling semantic information is helpful for scene text recognition. In ...
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06/19/2021
CenterAtt: Fast 2-stage Center Attention Network
In this technical report, we introduce the methods of HIKVISION_LiDAR_De...
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05/05/2021
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex
This paper presents our solution for the ICDAR 2021 Competition on Scien...
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11/03/2020
A Two-Stage Approach to Device-Robust Acoustic Scene Classification
To improve device robustness, a highly desirable key feature of a compet...
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09/24/2020
Learning Graph Normalization for Graph Neural Networks
Graph Neural Networks (GNNs) have attracted considerable attention and h...
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09/23/2020
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition
Recently, inspired by Transformer, self-attention-based scene text recog...
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07/16/2020
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation
In this technical report, we present a joint effort of four groups, name...
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07/15/2020
Joint Multi-User DNN Partitioning and Computational Resource Allocation for Collaborative Edge Intelligence
Mobile Edge Computing (MEC) has emerged as a promising supporting archit...
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10/20/2018
Improving Multilingual Semantic Textual Similarity with Shared Sentence Encoder for Low-resource Languages
Measuring the semantic similarity between two sentences (or Semantic Tex...
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08/02/2018
RGB Video Based Tennis Action Recognition Using a Deep Weighted Long Short-Term Memory
Action recognition has attracted increasing attention from RGB input in ...
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06/30/2017
Evaluation of No Reference Bitstream-based Video Quality Assessment Methods
Many different parametric models for video quality assessment have been ...
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03/13/2016