Collaborative Deep Learning for Recommender Systems

10 September 2014

Papers citing "Collaborative Deep Learning for Recommender Systems"

27 / 77 papers shown

Title
Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu Parth Kothari Alexandre Alahi TTA 28 16 0 02 Feb 2019
Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text Guangneng Hu Yu Zhang Qiang Yang 21 80 0 22 Jan 2019
Sequential Variational Autoencoders for Collaborative Filtering Noveen Sachdeva Giuseppe Manco Ettore Ritacco Vikram Pudi BDL 13 101 0 25 Nov 2018
Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System Jiaxi Tang Ke Wang 24 182 0 19 Sep 2018
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Jiaxi Tang Ke Wang BDL 19 1,665 0 19 Sep 2018
Item Recommendation with Variational Autoencoders and Heterogenous Priors Giannis Karamanolakis Kevin Raji Cherian A. Narayan Jie Yuan Da Tang Tony Jebara DRL 8 45 0 17 Jul 2018
Competitive Analysis System for Theatrical Movie Releases Based on Movie Trailer Deep Video Representation Miguel Campo C. Hsieh Matt Nickens J. J. Espinoza Abhinav Taliyan J. Rieger Jean Ho Bettina Sherick HAI 15 8 0 12 Jul 2018
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks Yabo Ni Dan Ou Shichen Liu Xiang Li Wenwu Ou Anxiang Zeng Luo Si 22 139 0 28 May 2018
Explainable Recommendation: A Survey and New Perspectives Yongfeng Zhang Xu Chen XAI LRM 32 865 0 30 Apr 2018
DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He Zhenhua Dong 115 64 0 12 Apr 2018
Cross-domain Recommendation via Deep Domain Adaptation Heishiro Kanagawa Hayato Kobayashi N. Shimizu Yukihiro Tagami Taiji Suzuki 19 92 0 08 Mar 2018
Deep Models of Interactions Across Sets Jason S. Hartford Devon R. Graham Kevin Leyton-Brown Siamak Ravanbakhsh 22 157 0 07 Mar 2018
Beyond Greedy Ranking: Slate Optimization via List-CVAE Ray Jiang Sven Gowal Timothy A. Mann Danilo Jimenez Rezende 14 49 0 05 Mar 2018
Learning Compact Neural Networks with Regularization Samet Oymak MLT 38 39 0 05 Feb 2018
Multi-Pointer Co-Attention Networks for Recommendation Yi Tay Anh Tuan Luu S. Hui 3DV 21 287 0 28 Jan 2018
TransNets: Learning to Transform for Recommendation R. Catherine William W. Cohen AI4TS 11 270 0 07 Apr 2017
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction Huifeng Guo Ruiming Tang Yunming Ye Zhenguo Li Xiuqiang He 16 2,608 0 13 Mar 2017
Personalized Video Recommendation Using Rich Contents from Videos Xingzhong Du Hongzhi Yin Ling-Hao Chen Yang Wang Yi Yang Xiaofang Zhou VGen 18 10 0 21 Dec 2016
Collaborative Recurrent Autoencoder: Recommend while Learning to Fill in the Blanks Hao Wang Xingjian Shi Dit-Yan Yeung BDL 13 101 0 02 Nov 2016
CB2CF: A Neural Multiview Content-to-Collaborative Filtering Model for Completely Cold Item Recommendations Oren Barkan Noam Koenigstein E. Yogev Ori Katz VLM 50 4 0 01 Nov 2016
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 30 509 0 03 Oct 2016
Ask the GRU: Multi-Task Learning for Deep Text Recommendations Trapit Bansal David Belanger Andrew McCallum 17 313 0 07 Sep 2016
Towards Bayesian Deep Learning: A Framework and Some Existing Methods Hao Wang Dit-Yan Yeung BDL 18 223 0 24 Aug 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 18 732 0 27 Jun 2016
Wide & Deep Learning for Recommender Systems Heng-Tze Cheng L. Koc Jeremiah Harmsen T. Shaked Tushar Chandra ... Zakaria Haque Lichan Hong Vihan Jain Xiaobing Liu Hemal Shah HAI VLM 52 3,604 0 24 Jun 2016
Hybrid Recommender System based on Autoencoders Florian Strub Romaric Gaudel Jérémie Mary 38 219 0 24 Jun 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,636 0 03 Jul 2012