Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning

28 March 2025

Papers citing "Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning"

29 / 29 papers shown

Title
Out-Of-Distribution Detection for Audio-visual Generalized Zero-Shot Learning: A General Framework Liuyuan Wen OODD 18 1 0 02 Aug 2024
Audio-visual Generalized Zero-shot Learning the Easy Way Shentong Mo Pedro Morgado 56 5 0 18 Jul 2024
Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models David Kurzendörfer Otniel-Bogdan Mercea A. Sophia Koepke Zeynep Akata VLM CLIP 56 3 0 09 Apr 2024
Hyperbolic Audio-visual Zero-shot Learning Jie Hong Zeeshan Hayder Junlin Han Pengfei Fang Mehrtash Harandi L. Petersson 67 16 0 24 Aug 2023
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research Xinhao Mei Chutong Meng Haohe Liu Qiuqiang Kong Tom Ko Chengqi Zhao Mark D. Plumbley Yuexian Zou Wenwu Wang 157 220 0 30 Mar 2023
WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis Yiye Chen Yunzhi Lin Ruinian Xu Patricio A. Vela OODD 61 7 0 14 Mar 2023
Extremely Simple Activation Shaping for Out-of-Distribution Detection Andrija Djurisic Nebojsa Bozanic Arjun Ashok Rosanne Liu OODD 220 166 0 20 Sep 2022
Temporal and cross-modal attention for audio-visual zero-shot learning Otniel-Bogdan Mercea Thomas Hummel A. Sophia Koepke Zeynep Akata 86 27 0 20 Jul 2022
Out-of-Distribution Detection with Deep Nearest Neighbors Yiyou Sun Yifei Ming Xiaojin Zhu Yixuan Li OODD 212 533 0 13 Apr 2022
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language Otniel-Bogdan Mercea Lukas Riesch A. Sophia Koepke Zeynep Akata 66 50 0 07 Mar 2022
Diverse Audio Captioning via Adversarial Training Xinhao Mei Xubo Liu Jianyuan Sun Mark D. Plumbley Wenwu Wang DiffM GAN 93 28 0 13 Oct 2021
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space Rui Huang Yixuan Li OODD 93 249 0 05 May 2021
MOOD: Multi-level Out-of-distribution Detection Ziqian Lin Sreya . Dutta Roy Yixuan Li OODD 105 114 0 30 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
Energy-based Out-of-distribution Detection Weitang Liu Xiaoyun Wang John Douglas Owens Yixuan Li OODD 273 1,375 0 08 Oct 2020
Labelling unlabelled videos from scratch with multi-modal self-supervision Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 104 152 0 24 Jun 2020
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings Pratik Mazumder Pravendra Singh Kranti K. Parida Vinay P. Namboodiri 67 35 0 27 May 2020
VGGSound: A Large-scale Audio-Visual Dataset Honglie Chen Weidi Xie Andrea Vedaldi Andrew Zisserman 104 583 0 29 Apr 2020
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos Kranti K. Parida Neeraj Matiyali T. Guha Gaurav Sharma VLM 69 42 0 19 Oct 2019
Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation Matthias Sperber Graham Neubig Jan Niehues A. Waibel 83 102 0 15 Apr 2019
Visual Entailment: A Novel Task for Fine-Grained Image Understanding Ning Xie Farley Lai Derek Doran Asim Kadav CoGe 125 326 0 20 Jan 2019
Advances in Pre-Training Distributed Word Representations Tomas Mikolov Edouard Grave Piotr Bojanowski Christian Puhrsch Armand Joulin AI4TS VLM 150 1,244 0 26 Dec 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 179 1,572 0 03 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 832 132,725 0 12 Jun 2017
Enhancing The Reliability of Out-of-distribution Image Detection in Neural Networks Shiyu Liang Yixuan Li R. Srikant UQCV OODD 173 2,082 0 08 Jun 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 230 9,568 0 31 Mar 2017
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Dan Hendrycks Kevin Gimpel UQCV 181 3,482 0 07 Oct 2016
An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild Wei-Lun Chao Soravit Changpinyo Boqing Gong Fei Sha 82 568 0 13 May 2016
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 168 6,173 0 03 Dec 2012