Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Invertible Manifold Learning for Dimension Reduction

Oct 07, 2020
Siyuan Li, Haitao Lin, Zelin Zang, Lirong Wu, Jun Xia, Stan Z. Li

* 18 pages. We propose a novel invertible dimension reduction process for manifold learning with a neural network implementation, and explore the inherent difficulty of manifold learning in real-world secnarios by the way 

  Access Paper or Ask Questions

Deep Clustering and Representation Learning that Preserves Geometric Structures

Sep 29, 2020
Lirong Wu, Zicheng Liu, Zelin Zang, Jun Xia, Siyuan Li, Stan. Z Li

* 20 pages 

  Access Paper or Ask Questions

Deep Clustering and Representation Learning with Geometric Structure Preservation

Sep 21, 2020
Lirong Wu, Zicheng Liu, Jun Xia, Siyuan Li, Stan. Z Li

* 20 pages 

  Access Paper or Ask Questions

Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals

Jan 23, 2020
Siyuan Li, Semih Günel, Mirela Ostrek, Pavan Ramdya, Pascal Fua, Helge Rhodin


  Access Paper or Ask Questions

Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards

Oct 10, 2019
Siyuan Li, Rui Wang, Minxue Tang, Chongjie Zhang

* Camera ready version for NeurIPS 2019 

  Access Paper or Ask Questions

Single Image Deraining: A Comprehensive Benchmark Analysis

Mar 20, 2019
Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Cesar-Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao


  Access Paper or Ask Questions

PFLD: A Practical Facial Landmark Detector

Mar 03, 2019
Xiaojie Guo, Siyuan Li, Jinke Yu, Jiawan Zhang, Jiayi Ma, Lin Ma, Wei Liu, Haibin Ling


  Access Paper or Ask Questions

Deep Depth Inference using Binocular and Monocular Cues

Aug 06, 2018
Xinqing Guo, Zhang Chen, Siyuan Li, Yang Yang, Jingyi Yu


  Access Paper or Ask Questions

A Learning-based Framework for Hybrid Depth-from-Defocus and Stereo Matching

Aug 06, 2018
Zhang Chen, Xinqing Guo, Siyuan Li, Xuan Cao, Jingyi Yu


  Access Paper or Ask Questions

Context-Aware Policy Reuse

Jun 28, 2018
Siyuan Li, Fangda Gu, Guangxiang Zhu, Chongjie Zhang

* This version is the preprint for the submission of NIPS 2018 

  Access Paper or Ask Questions

Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55

Oct 27, 2017
Li Yi, Lin Shao, Manolis Savva, Haibin Huang, Yang Zhou, Qirui Wang, Benjamin Graham, Martin Engelcke, Roman Klokov, Victor Lempitsky, Yuan Gan, Pengyu Wang, Kun Liu, Fenggen Yu, Panpan Shui, Bingyang Hu, Yan Zhang, Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Minki Jeong, Jaehoon Choi, Changick Kim, Angom Geetchandra, Narasimha Murthy, Bhargava Ramu, Bharadwaj Manda, M Ramanathan, Gautam Kumar, P Preetham, Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Christian Haene, Shubham Tulsiani, Jitendra Malik, Jared Lafer, Ramsey Jones, Siyuan Li, Jie Lu, Shi Jin, Jingyi Yu, Qixing Huang, Evangelos Kalogerakis, Silvio Savarese, Pat Hanrahan, Thomas Funkhouser, Hao Su, Leonidas Guibas


  Access Paper or Ask Questions

An Optimal Online Method of Selecting Source Policies for Reinforcement Learning

Sep 24, 2017
Siyuan Li, Chongjie Zhang


  Access Paper or Ask Questions