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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

Symbol-LLM: Leverage Language Models for Symbolic System in Visual Human Activity Reasoning NIPS 2023
Visual Instruction Tuning NIPS 2023
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NIPS 2023
Large Language Models are Visual Reasoning Coordinators NIPS 2023
Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception NIPS 2023
Revisit Weakly-Supervised Audio-Visual Video Parsing from the Language Perspective NIPS 2023
PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation NIPS 2023
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding AAAI 2023
Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network AAAI 2023
Retraction Note to: McOmet: Multimodal Fusion Transformer for Physical Audiovisual Commonsense Reasoning AAAI 2023
Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning AAAI 2023
PATRON: Perspective-Aware Multitask Model for Referring Expression Grounding Using Embodied Multimodal Cues AAAI 2023
Just Noticeable Visual Redundancy Forecasting: A Deep Multimodal-Driven Approach AAAI 2023
Bootstrapping Multi-View Representations for Fake News Detection AAAI 2023
Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging AAAI 2023
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph AAAI 2023
MPMQA: Multimodal Question Answering on Product Manuals AAAI 2023
World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models ACL 2023
Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling ACL 2023
QAP: A Quantum-Inspired Adaptive-Priority-Learning Model for Multimodal Emotion Recognition ACL 2023
Emotions in Spoken Language - Do we need acoustics? ACL 2023
Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest ACL 2023
University of Hildesheim at SemEval-2023 Task 1: Combining Pre-trained Multimodal and Generative Models for Image Disambiguation ACL 2023
Composition and Deformance: Measuring Imageability with a Text-to-Image Model ACL 2023
Towards Identifying Fine-Grained Depression Symptoms from Memes ACL 2023