Stochastic Function Norm Regularization of Deep Networks

30 May 2016

Papers citing "Stochastic Function Norm Regularization of Deep Networks"

24 / 24 papers shown

Title
Boosting Neural Language Inference via Cascaded Interactive Reasoning Min Li Chun Yuan ReLM LRM 43 0 0 10 May 2025
Using External knowledge to Enhanced PLM for Semantic Matching Min Li Chun Yuan 31 0 0 10 May 2025
Review of deep learning models for crypto price prediction: implementation and evaluation Jingyang Wu Xinyi Zhang Fangyixuan Huang Haochen Zhou Rohtiash Chandra 37 3 0 19 May 2024
AlignVE: Visual Entailment Recognition Based on Alignment Relations Biwei Cao Jiuxin Cao Jie Gui Jiayun Shen Bo Liu Lei He Yuan Yan Tang James T. Kwok 18 7 0 16 Nov 2022
Integrating Dependency Tree Into Self-attention for Sentence Representation Junhua Ma Jiajun Li Yuxuan Liu Shangbo Zhou Xue Li 24 2 0 11 Mar 2022
R $^2$ -Net: Relation of Relation Learning Network for Sentence Semantic Matching Kun Zhang Le Wu Guangyi Lv Meng Wang Enhong Chen Shulan Ruan 30 20 0 16 Dec 2020
XTE: Explainable Text Entailment V. S. Silva André Freitas Siegfried Handschuh 20 6 0 25 Sep 2020
BiteNet: Bidirectional Temporal Encoder Network to Predict Medical Outcomes Xueping Peng Guodong Long Tao Shen Sen Wang Jing Jiang Chengqi Zhang 11 15 0 24 Sep 2020
A Universal Representation Transformer Layer for Few-Shot Image Classification Lu Liu William L. Hamilton Guodong Long Jing Jiang Hugo Larochelle ViT 27 125 0 21 Jun 2020
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction Tao Shen Guodong Long Tao Shen Tianyi Zhou Lina Yao Huan Huo Jing Jiang 18 76 0 27 Nov 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 19 94 0 09 Jul 2019
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter T. Pock Chengyao Chen 22 1 0 09 Nov 2018
Crowd-Robot Interaction: Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning Changan Chen Yuejiang Liu S. Kreiss Alexandre Alahi HAI 31 500 0 24 Sep 2018
On Tree-Based Neural Sentence Modeling Freda Shi Hao Zhou Jiaze Chen Lei Li AI4CE 18 42 0 29 Aug 2018
Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding Deunsol Yoon Dongbok Lee SangKeun Lee 13 43 0 22 Aug 2018
Enhancing Sentence Embedding with Generalized Pooling Qian Chen Zhenhua Ling Xiao-Dan Zhu 30 68 0 26 Jun 2018
Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together Tao Shen Tianyi Zhou Guodong Long Jing Jiang Chengqi Zhang 43 14 0 02 May 2018
Dynamic Meta-Embeddings for Improved Sentence Representations Douwe Kiela Changhan Wang Kyunghyun Cho AI4TS 20 108 0 21 Apr 2018
TieNet: Text-Image Embedding Network for Common Thorax Disease Classification and Reporting in Chest X-rays Xiaosong Wang Yifan Peng Le Lu Zhiyong Lu Ronald M. Summers MedIm 27 462 0 12 Jan 2018
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Tianyi Zhou Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 6 748 0 14 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 15 264 0 13 Sep 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 16 2,093 0 05 May 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 26 209 0 13 Apr 2017
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 29 1,126 0 20 Sep 2016