-
GLaMM: Pixel Grounding Large Multimodal Model
Paper • 2311.03356 • Published • 32 -
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models
Paper • 2311.07575 • Published • 13 -
CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding
Paper • 2311.03354 • Published • 4 -
Language-Informed Visual Concept Learning
Paper • 2312.03587 • Published • 5
Collections
Discover the best community collections!
Collections including paper arxiv:2311.07575
-
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 177 -
DocGraphLM: Documental Graph Language Model for Information Extraction
Paper • 2401.02823 • Published • 33 -
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents
Paper • 2312.01279 • Published • 3 -
SPHINX: The Joint Mixing of Weights, Tasks, and Visual Embeddings for Multi-modal Large Language Models
Paper • 2311.07575 • Published • 13
-
Random Field Augmentations for Self-Supervised Representation Learning
Paper • 2311.03629 • Published • 6 -
TEAL: Tokenize and Embed ALL for Multi-modal Large Language Models
Paper • 2311.04589 • Published • 18 -
GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs
Paper • 2311.04901 • Published • 7 -
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models
Paper • 2311.06783 • Published • 26
-
UI Layout Generation with LLMs Guided by UI Grammar
Paper • 2310.15455 • Published • 2 -
You Only Look at Screens: Multimodal Chain-of-Action Agents
Paper • 2309.11436 • Published • 1 -
Never-ending Learning of User Interfaces
Paper • 2308.08726 • Published • 1 -
LMDX: Language Model-based Document Information Extraction and Localization
Paper • 2309.10952 • Published • 63
-
Woodpecker: Hallucination Correction for Multimodal Large Language Models
Paper • 2310.16045 • Published • 14 -
HallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality Models
Paper • 2310.14566 • Published • 25 -
SILC: Improving Vision Language Pretraining with Self-Distillation
Paper • 2310.13355 • Published • 6 -
Conditional Diffusion Distillation
Paper • 2310.01407 • Published • 20