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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

LLaFS: When Large Language Models Meet Few-Shot Segmentation CVPR 2024
Knowledge-Enhanced Dual-stream Zero-shot Composed Image Retrieval CVPR 2024
VTQA: Visual Text Question Answering via Entity Alignment and Cross-Media Reasoning CVPR 2024
Visual Perception by Large Language Model’s Weights NIPS 2024
CrossMAE: Cross-Modality Masked Autoencoders for Region-Aware Audio-Visual Pre-Training CVPR 2024
OmniViD: A Generative Framework for Universal Video Understanding CVPR 2024
ChatPose: Chatting about 3D Human Pose CVPR 2024
EMAGE: Towards Unified Holistic Co-Speech Gesture Generation via Expressive Masked Audio Gesture Modeling CVPR 2024
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt Learning CVPR 2024
Towards More Unified In-context Visual Understanding CVPR 2024
Discriminative Probing and Tuning for Text-to-Image Generation CVPR 2024
Equivariant Multi-Modality Image Fusion CVPR 2024
MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis CVPR 2024
Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024
Bi-directional Adapter for Multimodal Tracking AAAI 2024
Automatic Layout Planning for Visually-Rich Documents with Instruction-Following Models ACL 2024
MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NIPS 2024
Slot-VLM: Object-Event Slots for Video-Language Modeling NIPS 2024
Audio-Visual Segmentation via Unlabeled Frame Exploitation CVPR 2024
Multiple-Question Multiple-Answer Text-VQA NAACL 2024
PAIR Diffusion: A Comprehensive Multimodal Object-Level Image Editor CVPR 2024
Harnessing CLIP for Evidence Identification in Scientific Literature: A Multimodal Approach to Context24 Shared Task ACL 2024
Text-IF: Leveraging Semantic Text Guidance for Degradation-Aware and Interactive Image Fusion CVPR 2024
Do Vision and Language Encoders Represent the World Similarly? CVPR 2024