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

Multi-View Collaborative Learning Network for Speech Deepfake Detection AAAI 2025

Feather the Throttle: Revisiting Visual Token Pruning for Vision-Language Model Acceleration ICCV 2025

Mitigating the Discrepancy Between Video and Text Temporal Sequences: A Time-Perception Enhanced Video Grounding method for LLM COLING 2025

Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition ICCV 2025

SMTPD: A New Benchmark for Temporal Prediction of Social Media Popularity CVPR 2025

Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025

Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models EMNLP 2025

Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency ICCV 2025

Ambiguity-aware Multi-level Incongruity Fusion Network for Multi-Modal Sarcasm Detection COLING 2025

Visual Interestingness Decoded: How GPT-4o Mirrors Human Interests ICCV 2025

VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning NAACL 2025

Language Decoupling with Fine-grained Knowledge Guidance for Referring Multi-object Tracking ICCV 2025

BanHateME : Understanding Hate in Bangla Memes thorough Detection, Categorization, and Target Profiling IJCNLP 2025

Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data ICCV 2025

Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder CVPR 2025

MA-CIR: A Multimodal Arithmetic Benchmark for Composed Image Retrieval ICCV 2025

Aspect-based Sentiment Analysis via Synthetic Image Generation EMNLP 2025

Large-scale Pre-training for Grounded Video Caption Generation ICCV 2025

Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025

SimMLM: A Simple Framework for Multi-modal Learning with Missing Modality ICCV 2025

ExtremeAIGC: Benchmarking LMM Vulnerability to AI-Generated Extremist Content EMNLP 2025

Understanding Co-speech Gestures in-the-wild ICCV 2025

SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation CVPR 2025

GestureHYDRA: Semantic Co-speech Gesture Synthesis via Hybrid Modality Diffusion Transformer and Cascaded-Synchronized Retrieval-Augmented Generation ICCV 2025

Patch Ranking: Token Pruning as Ranking Prediction for Efficient CLIP WACV 2025