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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

Composite Backdoor Attacks Against Large Language Models NAACL 2024
Bi-directional Adapter for Multimodal Tracking AAAI 2024
Speech ReaLLM – Real-time Speech Recognition with Multimodal Language Models by Teaching the Flow of Time INTERSPEECH 2024
Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024
Modality-Collaborative Test-Time Adaptation for Action Recognition CVPR 2024
ALOHa: A New Measure for Hallucination in Captioning Models NAACL 2024
Content-Specific Humorous Image Captioning Using Incongruity Resolution Chain-of-Thought NAACL 2024
Eye-Tracking Features Masking Transformer Attention in Question-Answering Tasks COLING 2024
Local-Global Multi-Modal Distillation for Weakly-Supervised Temporal Video Grounding AAAI 2024
Exploring Curriculum Learning for Vision-Language Tasks: A Study on Small-Scale Multimodal Training CONLL 2024
Improving Audio-Visual Segmentation with Bidirectional Generation AAAI 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction CVPR 2024
Findings of the Second BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora CONLL 2024
Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph COLING 2024
A Multimodal Large Language Model “Foresees” Objects Based on Verb Information but Not Gender CONLL 2024
The ELCo Dataset: Bridging Emoji and Lexical Composition COLING 2024
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning INTERSPEECH 2024
Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024
OSCaR: Object State Captioning and State Change Representation NAACL 2024
LocLLM: Exploiting Generalizable Human Keypoint Localization via Large Language Model CVPR 2024
Beyond Aesthetics: Cultural Competence in Text-to-Image Models NIPS 2024
Prompting Multi-Modal Image Segmentation with Semantic Grouping AAAI 2024
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities CVPR 2024
T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024