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Collections including paper arxiv:2412.05243

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6 • 25
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6 • 12
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 39
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7 • 20

CompCap: Improving Multimodal Large Language Models with Composite Captions

Paper • 2412.05243 • Published 12 days ago • 18
LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment

Paper • 2412.04814 • Published 12 days ago • 44
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Paper • 2412.05237 • Published 12 days ago • 44
Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models

Paper • 2412.05939 • Published 10 days ago • 12

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CompCap: Improving Multimodal Large Language Models with Composite Captions

Paper • 2412.05243 • Published 12 days ago • 18
GraPE: A Generate-Plan-Edit Framework for Compositional T2I Synthesis

Paper • 2412.06089 • Published 9 days ago • 4
SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation

Paper • 2412.05818 • Published 10 days ago
FLAIR: VLM with Fine-grained Language-informed Image Representations

Paper • 2412.03561 • Published 14 days ago • 1

MutiModal_Paper

PUMA: Empowering Unified MLLM with Multi-granular Visual Generation

Paper • 2410.13861 • Published Oct 17 • 52
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation

Paper • 2411.07975 • Published Nov 12 • 26
Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization

Paper • 2411.10442 • Published Nov 15 • 61
Multimodal Autoregressive Pre-training of Large Vision Encoders

Paper • 2411.14402 • Published 27 days ago • 41

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Paper • 2405.15223 • Published May 24 • 12
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models

Paper • 2405.15574 • Published May 24 • 53
An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 86
Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27 • 31

Multimodal Dataset

SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12 • 9
MAVIS: Mathematical Visual Instruction Tuning

Paper • 2407.08739 • Published Jul 11 • 30
Kvasir-VQA: A Text-Image Pair GI Tract Dataset

Paper • 2409.01437 • Published Sep 2 • 70
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Paper • 2409.05840 • Published Sep 9 • 45

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