Temporal Convolutional Networks: A Unified Approach to Action Segmentation

29 August 2016

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

50 / 57 papers shown

Title
Recognizing Ornaments in Vocal Indian Art Music with Active Annotation Sumit Kumar Parampreet Singh Vipul Arora 31 0 0 07 May 2025
Multimodal Graph Representation Learning for Robust Surgical Workflow Recognition with Adversarial Feature Disentanglement Long Bai Boyi Ma Ruohan Wang Guankun Wang Beilei Cui ... Mobarakol Islam Zhe Min Jiewen Lai Nassir Navab Hongliang Ren 43 0 0 03 May 2025
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster Kanghui Ning Zijie Pan Yu Liu Yushan Jiang J. Zhang Kashif Rasul Anderson Schneider Lintao Ma Yuriy Nevmyvaka Dongjin Song VLM AI4TS 52 1 0 06 Mar 2025
Artifact-free Sound Quality in DNN-based Closed-loop Systems for Audio Processing chuan Wen Guy Torfs Sarah Verhulst 36 0 0 17 Feb 2025
Specialized Foundation Models Struggle to Beat Supervised Baselines Zongzhe Xu Ritvik Gupta Wenduo Cheng Alexander Shen Junhong Shen Ameet Talwalkar M. Khodak AI4CE 38 6 0 05 Nov 2024
TIGER: Time-frequency Interleaved Gain Extraction and Reconstruction for Efficient Speech Separation Mohan Xu Kai Li Guo Chen Xiaolin Hu 43 0 0 02 Oct 2024
What Matters in Autonomous Driving Anomaly Detection: A Weakly Supervised Horizon Utkarsh Tiwari Snehashis Majhi Michal Balazia François Brémond 23 0 0 10 Aug 2024
A Backbone for Long-Horizon Robot Task Understanding Xiaoshuai Chen Wei Chen Dongmyoung Lee Yukun Ge Nicolás Rojas Petar Kormushev 41 3 0 02 Aug 2024
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Zahra Zamanzadeh Darban Yiyuan Yang Geoffrey I. Webb Charu C. Aggarwal Qingsong Wen Shirui Pan Mahsa Salehi 52 0 0 17 Apr 2024
Instrument-tissue Interaction Detection Framework for Surgical Video Understanding Wenjun Lin Yan Hu Huazhu Fu Mingming Yang Chin-Boon Chng Ryo Kawasaki Cheekong Chui Jiang-Dong Liu 32 2 0 30 Mar 2024
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 31 116 0 16 Oct 2023
Weakly Supervised Multi-Task Representation Learning for Human Activity Analysis Using Wearables Taoran Sheng M. Huber SSL HAI 14 20 0 06 Aug 2023
An Efficient Speech Separation Network Based on Recurrent Fusion Dilated Convolution and Channel Attention Junyu Wang 22 1 0 09 Jun 2023
Leveraging TCN and Transformer for effective visual-audio fusion in continuous emotion recognition Weiwei Zhou Jiada Lu Zhaolong Xiong Weifeng Wang 19 28 0 15 Mar 2023
Transformer Encoder with Multiscale Deep Learning for Pain Classification Using Physiological Signals Zhenyu Lu Burcu Ozek S. Kamarthi ViT MedIm 27 14 0 13 Mar 2023
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement Dongheon Lee Jung-Woo Choi 19 25 0 15 Dec 2022
Improving Accuracy Without Losing Interpretability: A ML Approach for Time Series Forecasting Yiqi Sun Zheng Shi Jianshen Zhang Yongzhi Qi Hao Hu Zuo-jun Shen AI4TS 16 0 0 13 Dec 2022
GreenEyes: An Air Quality Evaluating Model based on WaveNet Kan Huang Kai Zhang Ming-de Liu 17 2 0 08 Dec 2022
TrustGAN: Training safe and trustworthy deep learning models through generative adversarial networks Hélion Marie du Mas des Bourboux 17 1 0 25 Nov 2022
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 97 95 0 26 Sep 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 19 117 0 29 May 2022
Deep Representations for Time-varying Brain Datasets Sikun Lin Shuyun Tang Scott T. Grafton Ambuj K. Singh AI4CE 19 6 0 23 May 2022
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training Jisi Zhang Catalin Zorila R. Doddipatla Jon Barker 22 4 0 03 May 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 20 6 0 23 Apr 2022
Paramixer: Parameterizing Mixing Links in Sparse Factors Works Better than Dot-Product Self-Attention Tong Yu Ruslan Khalitov Lei Cheng Zhirong Yang MoE 21 10 0 22 Apr 2022
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation William Ravenscroft Stefan Goetze Thomas Hain 11 8 0 13 Apr 2022
Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices Alessio Burrello Daniele Jahier Pagliari Matteo Risso Simone Benatti Enrico Macii Luca Benini M. Poncino 11 41 0 24 Mar 2022
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference Alessio Burrello Alberto Dequino Daniele Jahier Pagliari Francesco Conti Marcello Zanghieri Enrico Macii Luca Benini M. Poncino AI4TS 17 7 0 24 Mar 2022
Fish sounds: towards the evaluation of marine acoustic biodiversity through data-driven audio source separation Michele Mancusi Nicola Zonca Emanuele Rodolà Silvia Zuffi 14 2 0 13 Jan 2022
Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks Lei Cheng Ruslan Khalitov Tong Yu Zhirong Yang 22 32 0 06 Jan 2022
Eye Know You Too: A DenseNet Architecture for End-to-end Eye Movement Biometrics D. Lohr Oleg V. Komogortsev 17 4 0 05 Jan 2022
Streaming on-device detection of device directed speech from voice and touch-based invocation Ognjen Rudovic Akanksha Bindal Vineet Garg P. Simha Pranay Dighe S. Kajarekar 13 7 0 09 Oct 2021
DPCRN: Dual-Path Convolution Recurrent Network for Single Channel Speech Enhancement Xiaohuai Le Hongsheng Chen Kai-Jyun Chen Jing Lu 21 77 0 12 Jul 2021
WASE: Learning When to Attend for Speaker Extraction in Cocktail Party Environments Yunzhe Hao Jiaming Xu Peng Zhang Bo Xu 9 17 0 13 Jun 2021
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer Xiaojie Gao Yueming Jin Yonghao Long Qi Dou Pheng-Ann Heng MedIm 28 105 0 17 Mar 2021
Deep Learning for Virus-Spreading Forecasting: a Brief Survey Federico Baldo Lorenzo Dall’Olio M. Ceccarelli Riccardo Scheda M. Lombardi Andrea Borghesi S. Diciotti M. Milano 14 5 0 03 Mar 2021
Learning Invariant Representation of Tasks for Robust Surgical State Estimation Yidan Qin M. Allan Yisong Yue J. W. Burdick M. Azizian OOD 11 8 0 18 Feb 2021
Gesture Recognition in Robotic Surgery: a Review Beatrice van Amsterdam Matthew J. Clarkson Danail Stoyanov 24 91 0 29 Jan 2021
Semi-Supervised Few-Shot Atomic Action Recognition Xiaoyuan Ni Sizhe Song Yu-Wing Tai Chi-Keung Tang 11 3 0 17 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 14 39 0 03 Nov 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 20 19 0 01 Sep 2020
Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Yuichiro Koyama Oluwafemi Azeez Bhiksha Raj 14 4 0 23 May 2020
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search Xiaojie Gao Yueming Jin Qi Dou Pheng-Ann Heng 6 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 9 243 0 24 Oct 2019
Weakly Supervised Recognition of Surgical Gestures Beatrice van Amsterdam H. Nakawala Elena De Momi Danail Stoyanov 13 26 0 25 Jul 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Suhas Lohit Qiao Wang P. Turaga ViT 9 56 0 13 Jun 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 25 157 0 25 Apr 2019
Insights into LSTM Fully Convolutional Networks for Time Series Classification Fazle Karim Somshubra Majumdar H. Darabi AI4TS 6 168 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 13 5 0 05 Dec 2018