Estimating the Uncertainty in Emotion Class Labels with Utterance-Specific Dirichlet Priors

8 March 2022

Papers citing "Estimating the Uncertainty in Emotion Class Labels with Utterance-Specific Dirichlet Priors"

26 / 26 papers shown

Title
Bayesian WeakS-to-Strong from Text Classification to Generation Ziyun Cui Ziyang Zhang Wen Wu Wen Wu Chao Zhang 66 3 0 24 May 2024
Fusion approaches for emotion recognition from speech using acoustic and text-based features L. Pepino Pablo Riera Luciana Ferrer Agustin Gravano 58 49 0 27 Mar 2024
Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition Pengfei Liu Kun Li Helen Meng CVBM 63 42 0 17 Jan 2022
Multimodal Emotion Recognition with High-level Speech and Text Features M. R. Makiuchi Kuniaki Uto Koichi Shinoda 31 72 0 29 Sep 2021
CopyPaste: An Augmentation Method for Speech Emotion Recognition R. Pappagari Jesús Villalba Piotr Żelasko Laureano Moro-Velazquez Najim Dehak 38 40 0 27 Oct 2020
Emotion recognition by fusing time synchronous and time asynchronous representations Wen Wu Chao Zhang P. Woodland 44 67 0 27 Oct 2020
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition R. Pappagari Tianzi Wang Jesus Villalba Nanxin Chen Najim Dehak 57 108 0 12 Feb 2020
Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness A. Malinin Mark Gales UQCV AAML 51 174 0 31 May 2019
Speaker diarisation using 2D self-attentive combination of embeddings Guangzhi Sun Chao Zhang P. Woodland 42 31 0 08 Feb 2019
Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem Matthias Hein Maksym Andriushchenko Julian Bitterwolf OODD 140 556 0 13 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.1K 93,936 0 11 Oct 2018
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations Soujanya Poria Devamanyu Hazarika Navonil Majumder Gautam Naik Min Zhang Rada Mihalcea 85 1,055 0 05 Oct 2018
Emotion Recognition in Speech using Cross-Modal Transfer in the Wild Samuel Albanie Arsha Nagrani Andrea Vedaldi Andrew Zisserman CVBM 53 271 0 16 Aug 2018
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling Navonil Majumder Devamanyu Hazarika Alexander Gelbukh Min Zhang Soujanya Poria 38 321 0 16 Jun 2018
Multi-Modal Emotion recognition on IEMOCAP Dataset using Deep Learning Samarth Tripathi Sarthak Tripathi Homayoon Beigi 39 147 0 16 Apr 2018
Multimodal Sentiment Analysis: Addressing Key Issues and Setting up the Baselines Soujanya Poria Navonil Majumder Devamanyu Hazarika Min Zhang Alexander Gelbukh Amir Hussain 17 173 0 19 Mar 2018
Predictive Uncertainty Estimation via Prior Networks A. Malinin Mark Gales UD BDL EDL UQCV PER 171 907 0 28 Feb 2018
Improved TDNNs using Deep Kernels and Frequency Dependent Grid-RNNs Florian Kreyssig Chuxu Zhang P. Woodland 35 23 0 18 Feb 2018
Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples Kimin Lee Honglak Lee Kibok Lee Jinwoo Shin OODD 103 880 0 26 Nov 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks Panagiotis Tzirakis George Trigeorgis M. Nicolaou Björn Schuller Stefanos Zafeiriou HAI 35 542 0 27 Apr 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 220 2,790 0 26 Apr 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 110 2,132 0 09 Mar 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 535 5,748 0 05 Dec 2016
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 539 27,231 0 02 Dec 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 526 9,233 0 06 Jun 2015
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images Anh Totti Nguyen J. Yosinski Jeff Clune AAML 136 3,261 0 05 Dec 2014