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Multimodal Learning

13,057 papers

Papers per year

Papers

Sparse and Continuous Attention Mechanisms NIPS 2020
Strongly Incremental Constituency Parsing with Graph Neural Networks NIPS 2020
Learning Semantic-aware Normalization for Generative Adversarial Networks NIPS 2020
Set2Graph: Learning Graphs From Sets NIPS 2020
Multi-agent Trajectory Prediction with Fuzzy Query Attention NIPS 2020
COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning NIPS 2020
PLOP: Probabilistic Polynomial Objects trajectory Prediction for autonomous driving CORL 2020
PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards CORL 2020
Sim-to-Real Transfer for Vision-and-Language Navigation CORL 2020
Social-VRNN: One-Shot Multi-modal Trajectory Prediction for Interacting Pedestrians CORL 2020
MuGNet: Multi-Resolution Graph Neural Network for Segmenting Large-Scale Pointclouds CORL 2020
Learning Hierarchical Task Networks with Preferences from Unannotated Demonstrations CORL 2020
Learning a natural-language to LTL executable semantic parser for grounded robotics CORL 2020
Multimodal Trajectory Prediction via Topological Invariance for Navigation at Uncontrolled Intersections CORL 2020
Re-Attention for Visual Question Answering AAAI 2020
Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition AAAI 2020
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion AAAI 2020
A Variational Point Process Model for Social Event Sequences AAAI 2020
PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms AAAI 2020
A Spherical Convolution Approach for Learning Long Term Viewport Prediction in 360 Immersive Video AAAI 2020
Cross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization AAAI 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos AAAI 2020
Multi-Channel Reverse Dictionary Model AAAI 2020
Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment AAAI 2020
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020