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

SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025

Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation ICCV 2025

Everything is a Video: Unifying Modalities through Next-Frame Prediction ICCV 2025

Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025

EgoAdapt: Adaptive Multisensory Distillation and Policy Learning for Efficient Egocentric Perception ICCV 2025

DisenQ: Disentangling Q-Former for Activity-Biometrics ICCV 2025

A Unified Framework for Motion Reasoning and Generation in Human Interaction ICCV 2025

SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference ICCV 2025

KDA: Knowledge Diffusion Alignment with Enhanced Context for Video Temporal Grounding ICCV 2025

What's Making That Sound Right Now? Video-centric Audio-Visual Localization ICCV 2025

CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval ICCV 2025

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025

FOLDER: Accelerating Multi-Modal Large Language Models with Enhanced Performance ICCV 2025

Acknowledging Focus Ambiguity in Visual Questions ICCV 2025

Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025

SMoLoRA: Exploring and Defying Dual Catastrophic Forgetting in Continual Visual Instruction Tuning ICCV 2025

MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025

Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025

Multi-modal Deepfake Detection via Multi-task Audio-Visual Prompt Learning AAAI 2025

EyEar: Learning Audio Synchronized Human Gaze Trajectory Based on Physics-Informed Dynamics AAAI 2025

M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving AAAI 2025

DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching AAAI 2025

CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions ACL 2025

RCTrans: Radar-Camera Transformer via Radar Densifier and Sequential Decoder for 3D Object Detection AAAI 2025

Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025