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multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

VTimeLLM: Empower LLM to Grasp Video Moments CVPR 2024
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset CVPR 2024
Alpha-CLIP: A CLIP Model Focusing on Wherever You Want CVPR 2024
MM-Narrator: Narrating Long-form Videos with Multimodal In-Context Learning CVPR 2024
Make Pixels Dance: High-Dynamic Video Generation CVPR 2024
Interactive Continual Learning: Fast and Slow Thinking CVPR 2024
LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024
LLaMA-Excitor: General Instruction Tuning via Indirect Feature Interaction CVPR 2024
Autoregressive Pre-Training on Pixels and Texts EMNLP 2024
UNICORN: A Unified Causal Video-Oriented Language-Modeling Framework for Temporal Video-Language Tasks EMNLP 2024
AVR: synergizing foundation models for audio-visual humor detection INTERSPEECH 2024
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling EMNLP 2024
The Instinctive Bias: Spurious Images lead to Illusion in MLLMs EMNLP 2024
In-Context Compositional Generalization for Large Vision-Language Models EMNLP 2024
Investigating and Mitigating Object Hallucinations in Pretrained Vision-Language (CLIP) Models EMNLP 2024
OCEAN-AI: open multimodal framework for personality traits assessment and HR-processes automatization INTERSPEECH 2024
BLSP-Emo: Towards Empathetic Large Speech-Language Models EMNLP 2024
MaViLS, a Benchmark Dataset for Video-to-Slide Alignment, Assessing Baseline Accuracy with a Multimodal Alignment Algorithm Leveraging Speech, OCR, and Visual Features INTERSPEECH 2024
A multimodal analysis of different types of laughter expression in conversational dialogues INTERSPEECH 2024
Unveiling Multi-level and Multi-modal Semantic Representations in the Human Brain using Large Language Models EMNLP 2024
Bayesian Example Selection Improves In-Context Learning for Speech, Text and Visual Modalities EMNLP 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024
Show and Guide: Instructional-Plan Grounded Vision and Language Model EMNLP 2024
M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought EMNLP 2024