Temporal Convolutional Networks: A Unified Approach to Action Segmentation

29 August 2016

Papers citing "Temporal Convolutional Networks: A Unified Approach to Action Segmentation"

27 / 77 papers shown

Title
Semi-Supervised Few-Shot Atomic Action Recognition Xiaoyuan Ni Sizhe Song Yu-Wing Tai Chi-Keung Tang 19 3 0 17 Nov 2020
On End-to-end Multi-channel Time Domain Speech Separation in Reverberant Environments Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 9 46 0 11 Nov 2020
Relational Graph Learning on Visual and Kinematics Embeddings for Accurate Gesture Recognition in Robotic Surgery Yonghao Long J. Wu Bo Lu Yueming Jin Mathias Unberath Yunhui Liu Pheng Ann Heng Qi Dou 21 39 0 03 Nov 2020
Offer Personalization using Temporal Convolution Network and Optimization Ankur Verma 18 1 0 14 Oct 2020
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows Yutong Ban Guy Rosman Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 28 19 0 01 Sep 2020
Modeling Long-horizon Tasks as Sequential Interaction Landscapes Soren Pirk Karol Hausman Alexander Toshev Mohi Khansari 22 27 0 08 Jun 2020
Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Yuichiro Koyama Oluwafemi Azeez Bhiksha Raj 22 4 0 23 May 2020
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks Tobias Czempiel Magdalini Paschali Matthias Keicher Walter Simson H. Feußner S. T. Kim Nassir Navab 20 176 0 24 Mar 2020
Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 32 39 0 10 Mar 2020
Vision-based Robot Manipulation Learning via Human Demonstrations Zhixin Jia Mengxiang Lin Zhixin Chen Shibo Jian SSL 6 7 0 01 Mar 2020
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search Xiaojie Gao Yueming Jin Qi Dou Pheng-Ann Heng 11 49 0 20 Feb 2020
U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging Mathias Perslev M. Jensen S. Darkner P. Jennum Christian Igel AI4TS 25 243 0 24 Oct 2019
Weakly Supervised Recognition of Surgical Gestures Beatrice van Amsterdam H. Nakawala Elena De Momi Danail Stoyanov 21 26 0 25 Jul 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Suhas Lohit Qiao Wang P. Turaga ViT 11 56 0 13 Jun 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 27 157 0 25 Apr 2019
Insights into LSTM Fully Convolutional Networks for Time Series Classification Fazle Karim Somshubra Majumdar H. Darabi AI4TS 27 168 0 27 Feb 2019
D3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation C. Chang De-An Huang Yanan Sui Li Fei-Fei Juan Carlos Niebles 22 156 0 09 Jan 2019
An Empirical Study towards Understanding How Deep Convolutional Nets Recognize Falls Yan Zhang Heiko Neumann 18 5 0 05 Dec 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 16 1,746 0 20 Sep 2018
Learning to See Forces: Surgical Force Prediction with RGB-Point Cloud Temporal Convolutional Networks Cong Gao Xingtong Liu Michael Peven Mathias Unberath A. Reiter 9 23 0 31 Jul 2018
Deep Reinforcement Learning for Surgical Gesture Segmentation and Classification Daochang Liu Tingting Jiang 22 63 0 21 Jun 2018
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding E. Mavroudi Divya Bhaskara S. Sefati Haider Ali René Vidal CML 24 27 0 29 Jan 2018
Multivariate LSTM-FCNs for Time Series Classification Fazle Karim Somshubra Majumdar H. Darabi Samuel Harford AI4TS 29 824 0 14 Jan 2018
Single Shot Temporal Action Detection Tianwei Lin Xu Zhao Zheng Shou 25 451 0 17 Oct 2017
TricorNet: A Hybrid Temporal Convolutional and Recurrent Network for Video Action Segmentation Li Ding Chenliang Xu 33 51 0 22 May 2017
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks Guokun Lai Wei-Cheng Chang Yiming Yang Hanxiao Liu BDL AI4TS 35 1,950 0 21 Mar 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Robust Semantic Pixel-Wise Labelling Vijay Badrinarayanan Ankur Handa R. Cipolla SSeg 169 793 0 27 May 2015