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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

Retrieval Guided Music Captioning via Multimodal Prefixes IJCAI 2024
Balancing Visual Context Understanding in Dialogue for Image Retrieval EMNLP 2024
Balancing Multimodal Learning via Online Logit Modulation IJCAI 2024
Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement AAAI 2024
MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024
Multimodal Ensembling for Zero-Shot Image Classification AAAI 2024
Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation EMNLP 2024
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling EMNLP 2024
Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA EMNLP 2024
I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024
Learning Human Action Representations from Temporal Context in Lifestyle Vlogs ACL 2024
MISTI: Metadata-Informed Scientific Text and Image Representation through Contrastive Learning ACL 2024
MS2SL: Multimodal Spoken Data-Driven Continuous Sign Language Production ACL 2024
Tell Me What’s Next: Textual Foresight for Generic UI Representations ACL 2024
InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model ACL 2024
ImplicitAVE: An Open-Source Dataset and Multimodal LLMs Benchmark for Implicit Attribute Value Extraction ACL 2024
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning ACL 2024
GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024
Text-to-Image Generation for Abstract Concepts AAAI 2024
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual Questions AAAI 2024
Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation AAAI 2024
Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024
M-BEV: Masked BEV Perception for Robust Autonomous Driving AAAI 2024
NuScenes-QA: A Multi-Modal Visual Question Answering Benchmark for Autonomous Driving Scenario AAAI 2024
AutoHallusion: Automatic Generation of Hallucination Benchmarks for Vision-Language Models EMNLP 2024