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Multimodal Learning

13,057 papers

Papers per year

Papers

Identifying robust markers of Parkinson’s disease in typing behaviour using a CNN-LSTM network EMNLP 2020
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT EMNLP 2020
On Task-Level Dialogue Composition of Generative Transformer Model EMNLP 2020
Layout-Aware Text Representations Harm Clustering Documents by Type EMNLP 2020
Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition EMNLP 2020
Building a Bridge: A Method for Image-Text Sarcasm Detection Without Pretraining on Image-Text Data EMNLP 2020
Towards End-to-End In-Image Neural Machine Translation EMNLP 2020
Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo EMNLP 2020
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020
CIST@CL-SciSumm 2020, LongSumm 2020: Automatic Scientific Document Summarization EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies EMNLP 2020
Retouchdown: Releasing Touchdown on StreetLearn as a Public Resource for Language Grounding Tasks in Street View EMNLP 2020
End-to-End Extraction of Structured Information from Business Documents with Pointer-Generator Networks EMNLP 2020
A comparison between CNNs and WFAs for Sequence Classification EMNLP 2020
Towards Multimodal Simultaneous Neural Machine Translation EMNLP 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" ICML 2020
Lorentz Group Equivariant Neural Network for Particle Physics ICML 2020
Combining Differentiable PDE Solvers and Graph Neural Networks for Fluid Flow Prediction ICML 2020
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems ICML 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification ICML 2020
Generating Programmatic Referring Expressions via Program Synthesis ICML 2020
Entropy Minimization In Emergent Languages ICML 2020
Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules ICML 2020
Voice Separation with an Unknown Number of Multiple Speakers ICML 2020
NetGAN without GAN: From Random Walks to Low-Rank Approximations ICML 2020