Multi-modality LVM
updated
VoCo-LLaMA: Towards Vision Compression with Large Language Models
Paper
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2406.12275
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Published
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29
Note
Checked.
TroL: Traversal of Layers for Large Language and Vision Models
Paper
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2406.12246
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Published
•
34
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
Paper
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2406.15334
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Published
•
8
Benchmarking Multi-Image Understanding in Vision and Language Models:
Perception, Knowledge, Reasoning, and Multi-Hop Reasoning
Paper
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2406.12742
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Published
•
14
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal
LLMs
Paper
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2406.18521
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Published
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25
Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large
Language Models
Paper
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2406.17294
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Published
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10
MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning
Paper
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2406.17770
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Published
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18
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs
Paper
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2406.16860
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Published
•
54
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and
Understanding
Paper
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2406.19389
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Published
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52
Long Context Transfer from Language to Vision
Paper
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2406.16852
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Published
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32
mDPO: Conditional Preference Optimization for Multimodal Large Language
Models
Paper
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2406.11839
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Published
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36
Unifying Multimodal Retrieval via Document Screenshot Embedding
Paper
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2406.11251
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Published
•
7
Read Anywhere Pointed: Layout-aware GUI Screen Reading with Tree-of-Lens
Grounding
Paper
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2406.19263
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Published
•
9
InternLM-XComposer-2.5: A Versatile Large Vision Language Model
Supporting Long-Contextual Input and Output
Paper
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2407.03320
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Published
•
92
TokenPacker: Efficient Visual Projector for Multimodal LLM
Paper
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2407.02392
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Published
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21
Unveiling Encoder-Free Vision-Language Models
Paper
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2406.11832
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Published
•
49
Flash-VStream: Memory-Based Real-Time Understanding for Long Video
Streams
Paper
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2406.08085
•
Published
•
13
Understanding Alignment in Multimodal LLMs: A Comprehensive Study
Paper
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2407.02477
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Published
•
21
ANOLE: An Open, Autoregressive, Native Large Multimodal Models for
Interleaved Image-Text Generation
Paper
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2407.06135
•
Published
•
20
PaliGemma: A versatile 3B VLM for transfer
Paper
•
2407.07726
•
Published
•
64
LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large
Multimodal Models
Paper
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2407.07895
•
Published
•
40
SEED-Story: Multimodal Long Story Generation with Large Language Model
Paper
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2407.08683
•
Published
•
22
INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal
Large Language Model
Paper
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2407.16198
•
Published
•
13
LLaVA-OneVision: Easy Visual Task Transfer
Paper
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2408.03326
•
Published
•
54
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
Paper
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2408.08872
•
Published
•
91