Multimodal Learning

What Makes Training Multi-Modal Classification Networks Hard? CVPR 2020 Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020 Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements EMNLP 2020 WISE: Word-Level Interaction-Based Multimodal Fusion for Speech Emotion Recognition Interspeech 2020 Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions ACL 2020 X-Linear Attention Networks for Image Captioning CVPR 2020 2.5D Visual Sound CVPR 2019 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans CVPR 2019 ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition AAAI 2019 A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019 A coupled autoencoder approach for multi-modal analysis of cell types NeurIPS 2019 ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering AAAI 2019 Adaptive Cross-Modal Few-shot Learning NeurIPS 2019 A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing CVPR 2019 Adversarial Semantic Alignment for Improved Image Captions CVPR 2019 A Layer-Based Sequential Framework for Scene Generation with GANs AAAI 2019 Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task EMNLP 2019 An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019 An End-To-End Network for Generating Social Relationship Graphs CVPR 2019 Answer Them All! Toward Universal Visual Question Answering Models CVPR 2019 A Simple Baseline for Audio-Visual Scene-Aware Dialog CVPR 2019 A Strong and Robust Baseline for Text-Image Matching ACL 2019 Audio Visual Scene-Aware Dialog CVPR 2019 Beyond RNNs: Positional Self-Attention with Co-Attention for Video Question Answering AAAI 2019 BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection AAAI 2019