Kosmos-2.5: A Multimodal Literate Model
Paper
• 2309.11419 • Published
• 56
VLFM
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Mirasol3B: A Multimodal Autoregressive model for time-aligned and contextual modalities
Paper • 2311.05698 • Published • 11 -
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks
Paper • 2311.06242 • Published • 95 -
PolyMaX: General Dense Prediction with Mask Transformer
Paper • 2311.05770 • Published • 8 -
Learning Vision from Models Rivals Learning Vision from Data
Paper • 2312.17742 • Published • 16 -
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities
Paper • 2401.12168 • Published • 29 -
A Survey of Resource-efficient LLM and Multimodal Foundation Models
Paper • 2401.08092 • Published • 3 -
From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities
Paper • 2401.15071 • Published • 37 -
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization
Paper • 2401.15914 • Published • 7 -
MouSi: Poly-Visual-Expert Vision-Language Models
Paper • 2401.17221 • Published • 9 -
StrokeNUWA: Tokenizing Strokes for Vector Graphic Synthesis
Paper • 2401.17093 • Published • 20 -
DataComp: In search of the next generation of multimodal datasets
Paper • 2304.14108 • Published • 2 -
Question Aware Vision Transformer for Multimodal Reasoning
Paper • 2402.05472 • Published • 10 -
Demystifying CLIP Data
Paper • 2309.16671 • Published • 21 -
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
Paper • 2402.12226 • Published • 45 -
CLoVe: Encoding Compositional Language in Contrastive Vision-Language Models
Paper • 2402.15021 • Published • 12 -
DeepSeek-VL: Towards Real-World Vision-Language Understanding
Paper • 2403.05525 • Published • 49 -
InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding
Paper • 2403.01487 • Published • 16 -
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models
Paper • 2404.07973 • Published • 32 -
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models
Paper • 2404.13013 • Published • 31 -
An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 90 -
Dense Connector for MLLMs
Paper • 2405.13800 • Published • 24