Results 1 to 10 of about 1,322,987 (378)

Graph Distillation for Action Detection with Privileged Modalities

, 2018
We propose a technique that tackles action detection in multimodal videos under a realistic and challenging condition in which only limited training data and partially observed modalities are available.
Bingbing Ni, C Zach, HS Koppula, J Liu, L Shao, M Liu, M Yu, R Caruana, SJ Pan, V Escorcia, V Vapnik, W Li, Z Ding, Z Qin   +13 more
core   +1 more source

Demonstration and offset augmented meta reinforcement learning with sparse rewards

Complex & Intelligent Systems
This paper introduces DOAMRL, a novel meta-reinforcement learning (meta-RL) method that extends the Model-Agnostic Meta-Learning (MAML) framework. The method addresses a key limitation of existing meta-RL approaches, which struggle to effectively use ...
Haorui Li, Jiaqi Liang, Xiaoxuan Wang, Chengzhi Jiang, Linjing Li, Daniel Zeng   +5 more
doaj   +1 more source

Multimodal Grammar Implementation [PDF]

, 2012
This paper reports on an implementation of a multimodal grammar of speech and co-speech gesture within the LKB/PET grammar engineering environment. The implementation extends the English Resource Grammar (ERG, Flickinger (2000)) with HPSG types and rules
Alahverdzhieva, Katya, Flickinger, Dan, Lascarides, Alex   +2 more
core   +1 more source

One section, two worlds: single-cell integration of MALDI-MSI and spatial transcriptomics on the same single tissue section

Scientific Reports
Understanding tissue complexity requires spatially resolved multi-omics data at single-cell resolution. Here, we present a workflow integrating high-resolution matrix-assisted laser desorption ionization mass spectrometry imaging (MALDI-MSI) with Xenium ...
Tim F. E. Hendriks, Gert B. Eijkel, Theodoros Visvikis, Benjamin Balluff, Ron M. A. Heeren, Eva Cuypers   +5 more
doaj   +1 more source

Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation [PDF]

, 2021
Zhiyong Wu, Lingpeng Kong, Wei Bi, Xiang Li, Ben Kao   +4 more
openalex   +1 more source

Multimodal Representation Learning With Text and Images [PDF]

, 2022
Aishwarya Jayagopal, Ankireddy Monica Aiswarya, Ankita Garg, Srinivasan Kolumam Nandakumar   +3 more
openalex   +1 more source

A Knowledge-Grounded Multimodal Search-Based Conversational Agent

, 2018
Multimodal search-based dialogue is a challenging new task: It extends visually grounded question answering systems into multi-turn conversations with access to an external database.
Agarwal, Shubham, Dusek, Ondrej, Konstas, Ioannis, Rieser, Verena   +3 more
core   +1 more source

Theoretical and Experimental Investigation on a Novel Cavitation-Assisted Abrasive Flow Polishing Method

Micromachines
A novel polishing method is proposed to increase material removal rates through the acceleration of abrasive movements using micro-jets formed by spontaneous collapses of bubbles due to the cavitation in a special-shaped Venturi tube.
Jiayu Wang, Xiaoxing Dong, Lijun Zhu, Zhenfeng Zhou   +3 more
doaj   +1 more source

BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data [PDF]

, 2022
Tawsifur Rahman, Muhammad E. H. Chowdhury, Amith Khandakar, Zaid Bin Mahbub, Md. Sakib Abrar Hossain, Abraham Alhatou, Eynas Abdalla, Sreekumar Muthiyal, Khandaker Farzana Islam, Saad Bin Abul Kashem, Muhammad Salman Khan, Susu M. Zughaier, Maqsud Hossain   +12 more
openalex   +1 more source

Designing the ideal perioperative pain management plan starts with multimodal analgesia. [PDF]

, 2018
Multimodal analgesia is defined as the use of more than one pharmacological class of analgesic medication targeting different receptors along the pain pathway with the goal of improving analgesia while reducing individual class-related side effects ...
Mariano, Edward R., Schwenk, Eric S.
core   +1 more source