Paul Pu Liang

Inf. Fusion, 2020

Multimodal Privacy-preserving Mood Prediction from Mobile Data: A Preliminary Study.

[BibT_eX]

[DOI]

CoRR, 2020

An Investigation of how Label Smoothing Affects Generalization.

[BibT_eX]

[DOI]

CoRR, 2020

Anchor & Transform: Learning Sparse Representations of Discrete Objects.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Not to Learn in the Presence of Noisy Labels.

[BibT_eX]

[DOI]

Masahito Ueda

CoRR, 2020

Think Locally, Act Globally: Federated Learning with Local and Global Representations.

[BibT_eX]

[DOI]

CoRR, 2020

CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Diverse and Admissible Trajectory Forecasting Through Multimodal Context Understanding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

On Emergent Communication in Competitive Multi-Agent Teams.

[BibT_eX]

[DOI]

Jeffrey Chen

Ruslan Salakhutdinov

Satwik Kottur

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Towards Debiasing Sentence Representations.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Factorized Multimodal Transformer for Multimodal Sequential Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Variational Auto-Decoder.

[BibT_eX]

[DOI]

Yao Chong Lim

CoRR, 2019

Deep Gamblers: Learning to Abstain with Portfolio Theory.

[BibT_eX]

[DOI]

Masahito Ueda

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Strong and Simple Baselines for Multimodal Utterance Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Learning Factorized Multimodal Representations.

[BibT_eX]

[DOI]

Yao-Hung Hubert Tsai

Ruslan Salakhutdinov

Proceedings of the 7th International Conference on Learning Representations, 2019

Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Multimodal Transformer for Unaligned Multimodal Language Sequences.

[BibT_eX]

[DOI]

Ruslan Salakhutdinov

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Found in Translation: Learning Robust Joint Representations by Cyclic Translations between Modalities.

[BibT_eX]

[DOI]

Hai Pham

Thomas Manzini

Barnabás Póczos

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Label-Assisted Transmission for Short Packet Communications: A Machine Learning Approach.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis.

[BibT_eX]

[DOI]

CoRR, 2018

Multimodal Local-Global Ranking Fusion for Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

A Machine Learning Approach to MIMO Communications.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Robust Modulation Classification under Uncertain Noise Condition Using Recurrent Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Multimodal Language Analysis with Recurrent Multistage Fusion.

[BibT_eX]

[DOI]

Ziyin Liu

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

An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering.

[BibT_eX]

[DOI]

Hui Han Chin

Varun Bharadhwaj Lakshminarasimhan

Proceedings of The 10th Asian Conference on Machine Learning, 2018

Efficient Low-rank Multimodal Fusion With Modality-Specific Factors.

[BibT_eX]

[DOI]

Zhun Liu

Ying Shen

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Multi-attention Recurrent Network for Human Communication Comprehension.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Memory Fusion Network for Multi-view Sequential Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Multimodal sentiment analysis with word-level fusion and reinforcement learning.

[BibT_eX]

[DOI]