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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

Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models NIPS 2024
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models NIPS 2024
Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem NIPS 2024
Streaming Long Video Understanding with Large Language Models NIPS 2024
CogVLM: Visual Expert for Pretrained Language Models NIPS 2024
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts NIPS 2024
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models NIPS 2024
VHELM: A Holistic Evaluation of Vision Language Models NIPS 2024
Seeing Beyond the Crop: Using Language Priors for Out-of-Bounding Box Keypoint Prediction NIPS 2024
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs NIPS 2024
Multi-Head Mixture-of-Experts NIPS 2024
DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs NIPS 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models NIPS 2024
MMBench-Video: A Long-Form Multi-Shot Benchmark for Holistic Video Understanding NIPS 2024
Animal-Bench: Benchmarking Multimodal Video Models for Animal-centric Video Understanding NIPS 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight NIPS 2024
Deep Correlated Prompting for Visual Recognition with Missing Modalities NIPS 2024
MmCows: A Multimodal Dataset for Dairy Cattle Monitoring NIPS 2024
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models NIPS 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NIPS 2024
Evaluating Numerical Reasoning in Text-to-Image Models NIPS 2024
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NIPS 2024
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NIPS 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach NIPS 2024
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models NIPS 2024