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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Detecting Euphemisms with Literal Descriptions and Visual Imagery EMNLP 2022
Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation IJCAI 2022
Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022
Multimodal Token Fusion for Vision Transformers CVPR 2022
Text to Image Generation With Semantic-Spatial Aware GAN CVPR 2022
UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog CVPR 2022
Voxel-informed Language Grounding ACL 2022
Grounding Answers for Visual Questions Asked by Visually Impaired People CVPR 2022
Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions? ACL 2022
Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models AAAI 2022
Visual Definition Modeling: Challenging Vision & Language Models to Define Words and Objects AAAI 2022
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022
DIFNet: Boosting Visual Information Flow for Image Captioning CVPR 2022
3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds CVPR 2022
End-to-End Generative Pretraining for Multimodal Video Captioning CVPR 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022
TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022
Open-Domain Sign Language Translation Learned from Online Video EMNLP 2022
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022
Action-Aware Embedding Enhancement for Image-Text Retrieval AAAI 2022
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data AAAI 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022
Building Goal-Oriented Dialogue Systems with Situated Visual Context AAAI 2022
Normalized Contrastive Learning for Text-Video Retrieval EMNLP 2022