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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

SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning EMNLP 2020
Experience Grounds Language EMNLP 2020
ConceptBert: Concept-Aware Representation for Visual Question Answering EMNLP 2020
MedICaT: A Dataset of Medical Images, Captions, and Textual References EMNLP 2020
Textual Supervision for Visually Grounded Spoken Language Understanding EMNLP 2020
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings EMNLP 2020
ViLBERTScore: Evaluating Image Caption Using Vision-and-Language BERT EMNLP 2020
Multimodal Graph Networks for Compositional Generalization in Visual Question Answering NIPS 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning NIPS 2020
Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition EMNLP 2020
Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020
Visually Grounded Compound PCFGs EMNLP 2020
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis EMNLP 2020
Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think! EMNLP 2020
Interpreting Multimodal Machine Learning Models Trained for Emotion Recognition to Address Robustness and Privacy Concerns AAAI 2020
Benchmarking Multimodal Regex Synthesis with Complex Structures ACL 2020
Shaping Visual Representations with Language for Few-Shot Classification ACL 2020
Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association ACL 2020
MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ACL 2020
Towards Hands-Free Visual Dialog Interactive Recommendation AAAI 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs AAAI 2020
Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition AAAI 2020
MULE: Multimodal Universal Language Embedding AAAI 2020
Multimodal Structure-Consistent Image-to-Image Translation AAAI 2020
Audio-Visual Understanding of Passenger Intents for In-Cabin Conversational Agents ACL 2020