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multimodal learning

4622 papers

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large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

What You Say and How You Say It Matters: Predicting Stock Volatility Using Verbal and Vocal Cues ACL 2019
Realtime Generation of Audible Textures Inspired by a Video Stream AAAI 2019
From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining EMNLP 2019
Speech2Face: Learning the Face Behind a Voice CVPR 2019
DEBUG: A Dense Bottom-Up Grounding Approach for Natural Language Video Localization EMNLP 2019
Memory Grounded Conversational Reasoning EMNLP 2019
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task EMNLP 2019
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper) ACL 2019
Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence CVPR 2019
Vision-Based Navigation With Language-Based Assistance via Imitation Learning With Indirect Intervention CVPR 2019
Faithful Multimodal Explanation for Visual Question Answering ACL 2019
Inverse Cooking: Recipe Generation From Food Images CVPR 2019
Multimodal Explanations by Predicting Counterfactuality in Videos CVPR 2019
A Simple Baseline for Audio-Visual Scene-Aware Dialog CVPR 2019
Partners in Crime: Multi-view Sequential Inference for Movie Understanding EMNLP 2019
Extracting Possessions from Social Media: Images Complement Language EMNLP 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019
Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents EMNLP 2019
Latent Filter Scaling for Multimodal Unsupervised Image-To-Image Translation CVPR 2019
Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions CVPR 2019
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation EMNLP 2019
Grounded Video Description CVPR 2019
Cross-Modal Relationship Inference for Grounding Referring Expressions CVPR 2019
Unsupervised Procedure Learning via Joint Dynamic Summarization ICCV 2019
HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips ICCV 2019