Improving Multimodal fusion via Mutual Dependency Maximisation

Improving Multimodal fusion via Mutual Dependency Maximisation

31 August 2021

Matthieu Labeau

Papers citing "Improving Multimodal fusion via Mutual Dependency Maximisation"

17 / 17 papers shown

Title
Exploring Missing Modality in Multimodal Egocentric Datasets Merey Ramazanova Alejandro Pardo Humam Alwassel Bernard Ghanem EgoV 18 4 0 21 Jan 2024
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models Pierre Colombo Victor Pellegrain Malik Boudiaf Victor Storchan Myriam Tami Ismail Ben Ayed C´eline Hudelot Pablo Piantanida 25 8 0 21 Oct 2023
Multimodal Variational Auto-encoder based Audio-Visual Segmentation Yuxin Mao Jing Zhang Mochu Xiang Yiran Zhong Yuchao Dai 25 33 0 12 Oct 2023
Exchanging-based Multimodal Fusion with Transformer Renyu Zhu Chengcheng Han Yong Qian Qiushi Sun Xiang Li Ming Gao Xuezhi Cao Yunsen Xian 18 2 0 05 Sep 2023
Unsupervised Layer-wise Score Aggregation for Textual OOD Detection Maxime Darrin Guillaume Staerman Eduardo Dadalto Camara Gomes Jackie CK Cheung Pablo Piantanida Pierre Colombo OODD 33 11 0 20 Feb 2023
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data Maxime Darrin Pablo Piantanida Pierre Colombo OODD 21 12 0 18 Dec 2022
Beyond Mahalanobis-Based Scores for Textual OOD Detection Pierre Colombo Eduardo Dadalto Camara Gomes Guillaume Staerman Nathan Noiry Pablo Piantanida OODD 15 5 0 24 Nov 2022
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences Wei Han Hui Chen MingSung Kan Soujanya Poria 27 10 0 23 Oct 2022
Progressive Fusion for Multimodal Integration Shiv Shankar Laure Thompson M. Fiterau 22 3 0 01 Sep 2022
The Glass Ceiling of Automatic Evaluation in Natural Language Generation Pierre Colombo Maxime Peyrard Nathan Noiry Robert West Pablo Piantanida 20 11 0 31 Aug 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity Pierre Colombo Guillaume Staerman Nathan Noiry Pablo Piantanida FaML DRL 23 19 0 07 May 2022
What are the best systems? New perspectives on NLP Benchmarking Pierre Colombo Nathan Noiry Ekhine Irurozki Stéphan Clémençon 9 28 0 08 Feb 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation Pierre Colombo Chloe Clave Pablo Piantanida 19 40 0 02 Dec 2021
Beam Search with Bidirectional Strategies for Neural Response Generation Pierre Colombo Chouchang Yang Giovanna Varni Chloé Clavel 30 13 0 07 Oct 2021
Code-switched inspired losses for generic spoken dialog representations E. Chapuis Pierre Colombo Matthieu Labeau Chloe Clave 11 12 0 27 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters Pierre Colombo Guillaume Staerman Chloé Clavel Pablo Piantanida 22 41 0 27 Aug 2021
A Mutual Information Maximization Perspective of Language Representation Learning Lingpeng Kong Cyprien de Masson dÁutume Wang Ling Lei Yu Zihang Dai Dani Yogatama SSL 212 163 0 18 Oct 2019