342 citations · 1.2k across the 26 of their papers we have counts for
7 papers · 1 filter
Pseudo-Encoded Stochastic Variational Inference
Amir Zadeh, Smon Hessner, Yao-Chong Lim +1
Posterior inference in directed graphical models is commonly done using a probabilistic encoder (a.k.a inference model) conditioned on the input. Often this inference model is trai…
Factorized Multimodal Transformer for Multimodal Sequential Learning
Amir Zadeh, Chengfeng Mao, Kelly Shi +4
The complex world around us is inherently multimodal and sequential (continuous). Information is scattered across different modalities and requires multiple continuous sensors to b…
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation
Amir Zadeh, Tianjun Ma, Soujanya Poria +1
Monoaural audio source separation is a challenging research area in machine learning. In this area, a mixture containing multiple audio sources is given, and a model is expected to…
Integrating Multimodal Information in Large Pretrained Transformers
Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee +4
Recent Transformer-based contextual word representations, including BERT and XLNet, have shown state-of-the-art performance in multiple disciplines within NLP. Fine-tuning the trai…
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor
Md Kamrul Hasan, Wasifur Rahman, Amir Zadeh +5
Humor is a unique and creative communicative behavior displayed during social interactions. It is produced in a multimodal manner, through the usage of words (text), gestures (visi…
Variational Auto-Decoder: A Method for Neural Generative Modeling from Incomplete Data
Amir Zadeh, Yao-Chong Lim, Paul Pu Liang +1
Learning a generative model from partial data (data with missingness) is a challenging area of machine learning research. We study a specific implementation of the Auto-Encoding Va…
Approaching the Gamow window with stored ions: Direct measurement of Xe(p,) in the ESR storage ring
J. Glorius, C. Langer, Z. Slavkovská +63
We report the first measurement of low-energy proton-capture cross sections of Xe in a heavy ion storage ring. Xe ions of five different beam energies betwe…