Cheng Wang

Carolin Lawrence

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

2022

Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Deploying a Retrieval based Response Model for Task Oriented Dialogues.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: EMNLP 2022 - Industry Track, Abu Dhabi, UAE, December 7, 2022

Transformer Uncertainty Estimation with Hierarchical Stochastic Attention.

[BibT_eX]

[DOI]

Jiahuan Pei

György Szarvas

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Handling Long-Tail Queries with Slice-Aware Conversational Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs.

[BibT_eX]

[DOI]

Carolin Lawrence

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning Slice-Aware Representations with Mixture of Attentions.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

RecSys-DAN: Discriminative Adversarial Networks for Cross-Domain Recommender Systems.

[BibT_eX]

[DOI]

Hui Li

IEEE Trans. Neural Networks Learn. Syst., 2020

2019

State-Regularized Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Image Captioning with Deep Bidirectional LSTMs and Multi-Task Learning.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2018

LRMM: Learning to Recommend with Missing Modalities.

[BibT_eX]

[DOI]

Hui Li

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2016

Deep learning of multimodal representations.

[BibT_eX]

[DOI]

PhD thesis, 2016

A deep semantic framework for multimodal representation learning.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

SceneTextReg: A Real-Time Video OCR System.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Image Captioning with Deep Bidirectional LSTMs.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Punctuation Prediction for Unsegmented Transcript Based on Word Vector.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Exploring multimodal video representation for action recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Real-Time Action Recognition in Surveillance Videos Using ConvNets.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Action Recognition in Surveillance Video Using ConvNets and Motion History Image.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

Concept-Based Multimodal Learning for Topic Generation.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

An Improved System For Real-Time Scene Text Recognition.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Deep Semantic Mapping for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Visual-Textual Late Semantic Fusion Using Deep Neural Network for Document Categorization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Does Multilevel Semantic Representation Improve Text Categorization?

[BibT_eX]

[DOI]