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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

Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs AAAI 2023
Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023
PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability AAAI 2023
Towards Unified, Explainable, and Robust Multisensory Perception AAAI 2023
Exploring Better Text Image Translation with Multimodal Codebook ACL 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering ACL 2023
LIDA: A Tool for Automatic Generation of Grammar-Agnostic Visualizations and Infographics using Large Language Models ACL 2023
TAM of SCNU at SemEval-2023 Task 1: FCLL: A Fine-grained Contrastive Language-Image Learning Model for Cross-language Visual Word Sense Disambiguation ACL 2023
Rutgers Multimedia Image Processing Lab at SemEval-2023 Task-1: Text-Augmentation-based Approach for Visual Word Sense Disambiguation ACL 2023
Large Scale Generative Multimodal Attribute Extraction for E-commerce Attributes ACL 2023
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment ACL 2023
Measuring Progress in Fine-grained Vision-and-Language Understanding ACL 2023
Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View ACL 2023
VisText: A Benchmark for Semantically Rich Chart Captioning ACL 2023
Attractive Storyteller: Stylized Visual Storytelling with Unpaired Text ACL 2023
A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations ACL 2023
Evaluating pragmatic abilities of image captioners on A3DS ACL 2023
When to Use Efficient Self Attention? Profiling Text, Speech and Image Transformer Variants ACL 2023
Transferring General Multimodal Pretrained Models to Text Recognition ACL 2023
Retrieving Multimodal Prompts for Generative Visual Question Answering ACL 2023
Adversarial Textual Robustness on Visual Dialog ACL 2023
Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning ACL 2023
PV2TEA: Patching Visual Modality to Textual-Established Information Extraction ACL 2023
Unified Language Representation for Question Answering over Text, Tables, and Images ACL 2023