Visually-aware Acoustic Event Detection using Heterogeneous Graphs

Visually-aware Acoustic Event Detection using Heterogeneous Graphs

16 July 2022

Krishna Somandepalli

Papers citing "Visually-aware Acoustic Event Detection using Heterogeneous Graphs"

11 / 11 papers shown

Title
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data A. Shirian Krishna Somandepalli T. Guha SSL 67 10 0 31 Jan 2022
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Huayu Chen Boqing Gong ViT 259 581 0 22 Apr 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 177 2,321 0 04 Mar 2021
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 228 313 0 19 Oct 2020
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound Jianbo Jiao Yifan Cai M. Alsharid L. Drukker A. Papageorghiou J. A. Noble 41 39 0 14 Aug 2020
MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding Xinyu Fu Jiani Zhang Ziqiao Meng Irwin King 65 858 0 05 Feb 2020
PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong Yin Cao Turab Iqbal Yuxuan Wang Wenwu Wang Mark D. Plumbley VLM SSL 77 1,068 0 21 Dec 2019
Self-Supervised Learning by Cross-Modal Audio-Video Clustering Humam Alwassel D. Mahajan Bruno Korbar Lorenzo Torresani Guohao Li Du Tran SSL 51 429 0 28 Nov 2019
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 115 7,554 0 01 Oct 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization Bruno Korbar Du Tran Lorenzo Torresani 65 473 0 30 Jun 2018
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 74 2,488 0 29 Sep 2016