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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

A Hitchhiker's Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning NIPS 2024
UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation IJCAI 2024
Exploring Urban Semantics: A Multimodal Model for POI Semantic Annotation with Street View Images and Place Names IJCAI 2024
Dynamic Multimodal Information Bottleneck for Multimodality Classification WACV 2024
Developmentally Plausible Multimodal Language Models Are Highly Modular CONLL 2024
HourVideo: 1-Hour Video-Language Understanding NIPS 2024
Multi-Head Mixture-of-Experts NIPS 2024
Multimodal Channel-Mixing: Channel and Spatial Masked AutoEncoder on Facial Action Unit Detection WACV 2024
Lost Your Style? Navigating With Semantic-Level Approach for Text-To-Outfit Retrieval WACV 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
A Report on the FigLang 2024 Shared Task on Multimodal Figurative Language NAACL 2024
Flex-MoE: Modeling Arbitrary Modality Combination via the Flexible Mixture-of-Experts NIPS 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
Dialogue Cross-Enhanced Central Engagement Attention Model for Real-Time Engagement Estimation IJCAI 2024
GUIDE: A Guideline-Guided Dataset for Instructional Video Comprehension IJCAI 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
Meme-ingful Analysis: Enhanced Understanding of Cyberbullying in Memes Through Multimodal Explanations EACL 2024
Preliminary Investigation of Psychometric Properties of a Novel Multimodal Dialog Based Affect Production Task in Children and Adolescents with Autism INTERSPEECH 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs NIPS 2024
Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection INTERSPEECH 2024
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation INTERSPEECH 2024
SENSE-LM : A Synergy between a Language Model and Sensorimotor Representations for Auditory and Olfactory Information Extraction EACL 2024
Examining Gender and Racial Bias in Large Vision–Language Models Using a Novel Dataset of Parallel Images EACL 2024
On the Computational Benefit of Multimodal Learning ALT 2024
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding NIPS 2024