btjhjeon (Jaehyun Jun)

upvoted a paper 1 day ago

Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Paper • 2409.12191 • Published 1 day ago • 47

upvoted a paper 2 days ago

NVLM: Open Frontier-Class Multimodal LLMs

Paper • 2409.11402 • Published 3 days ago • 47

upvoted a paper 4 days ago

DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?

Paper • 2409.07703 • Published 8 days ago • 58

upvoted a paper 9 days ago

MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct

Paper • 2409.05840 • Published 11 days ago • 43

upvoted a paper 14 days ago

mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding

Paper • 2409.03420 • Published 15 days ago • 23

upvoted 2 papers 15 days ago

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark

Paper • 2409.02813 • Published 16 days ago • 27

LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture

Paper • 2409.02889 • Published 16 days ago • 53

upvoted a paper 16 days ago

Kvasir-VQA: A Text-Image Pair GI Tract Dataset

Paper • 2409.01437 • Published 17 days ago • 70

upvoted 2 papers 17 days ago

VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images

Paper • 2408.16176 • Published 22 days ago • 7

UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios

Paper • 2408.17267 • Published 21 days ago • 22

upvoted 4 papers 21 days ago

upvoted 2 papers 25 days ago

Building and better understanding vision-language models: insights and future directions

Paper • 2408.12637 • Published 29 days ago • 109

MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?

Paper • 2408.13257 • Published 28 days ago • 25

upvoted 3 papers 27 days ago

GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models

Paper • 2408.11817 • Published 30 days ago • 7

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications

Paper • 2408.11878 • Published about 1 month ago • 48

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Paper • 2408.12528 • Published 29 days ago • 50

upvoted 6 papers about 1 month ago

LongVILA: Scaling Long-Context Visual Language Models for Long Videos

Paper • 2408.10188 • Published Aug 19 • 51

xGen-MM (BLIP-3): A Family of Open Large Multimodal Models

Paper • 2408.08872 • Published Aug 16 • 96

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Paper • 2408.04840 • Published Aug 9 • 31

VITA: Towards Open-Source Interactive Omni Multimodal LLM

Paper • 2408.05211 • Published Aug 9 • 46

LLaVA-OneVision: Easy Visual Task Transfer

Paper • 2408.03326 • Published Aug 6 • 59

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models

Paper • 2408.02718 • Published Aug 5 • 60

upvoted a paper about 2 months ago

INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model

Paper • 2407.16198 • Published Jul 23 • 13

upvoted 11 papers 2 months ago

E5-V: Universal Embeddings with Multimodal Large Language Models

Paper • 2407.12580 • Published Jul 17 • 38

VLMEvalKit: An Open-Source Toolkit for Evaluating Large Multi-Modality Models

Paper • 2407.11691 • Published Jul 16 • 13

LMMs-Eval: Reality Check on the Evaluation of Large Multimodal Models

Paper • 2407.12772 • Published Jul 17 • 32

SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers

Paper • 2407.09413 • Published Jul 12 • 9

LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Paper • 2407.07895 • Published Jul 10 • 40

PaliGemma: A versatile 3B VLM for transfer

Paper • 2407.07726 • Published Jul 10 • 64

Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model

Paper • 2407.07053 • Published Jul 9 • 41

MAVIS: Mathematical Visual Instruction Tuning

Paper • 2407.08739 • Published Jul 11 • 30

ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation

Paper • 2407.06135 • Published Jul 8 • 20

We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

Paper • 2407.01284 • Published Jul 1 • 75

Vision language models are blind

Paper • 2407.06581 • Published Jul 9 • 80

upvoted 15 papers 3 months ago

InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output

Paper • 2407.03320 • Published Jul 3 • 92

Understanding Alignment in Multimodal LLMs: A Comprehensive Study

Paper • 2407.02477 • Published Jul 2 • 21

TokenPacker: Efficient Visual Projector for Multimodal LLM

Paper • 2407.02392 • Published Jul 2 • 21

Instruction Pre-Training: Language Models are Supervised Multitask Learners

Paper • 2406.14491 • Published Jun 20 • 85

WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences

Paper • 2406.11069 • Published Jun 16 • 13

MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens

Paper • 2406.11271 • Published Jun 17 • 18

mDPO: Conditional Preference Optimization for Multimodal Large Language Models

Paper • 2406.11839 • Published Jun 17 • 36

MMDU: A Multi-Turn Multi-Image Dialog Understanding Benchmark and Instruction-Tuning Dataset for LVLMs

Paper • 2406.11833 • Published Jun 17 • 61

CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark

Paper • 2406.05967 • Published Jun 10 • 5

Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models

Paper • 2406.09403 • Published Jun 13 • 19

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text

Paper • 2406.08418 • Published Jun 12 • 28

ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation

Paper • 2406.09961 • Published Jun 14 • 54

Needle In A Multimodal Haystack

Paper • 2406.07230 • Published Jun 11 • 52

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

Paper • 2406.09411 • Published Jun 13 • 18

Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models

Paper • 2406.08487 • Published Jun 12 • 11

upvoted 5 papers 4 months ago

MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series

Paper • 2405.19327 • Published May 29 • 43

An Introduction to Vision-Language Modeling

Paper • 2405.17247 • Published May 27 • 84

Matryoshka Multimodal Models

Paper • 2405.17430 • Published May 27 • 30

ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models

Paper • 2405.15738 • Published May 24 • 43

Chameleon: Mixed-Modal Early-Fusion Foundation Models

Paper • 2405.09818 • Published May 16 • 125

upvoted a collection 4 months ago

PaliGemma Release

Collection

Pretrained and mix checkpoints for PaliGemma • 16 items • Updated Jul 31 • 133

upvoted an article 4 months ago

Article

PaliGemma – Google's Cutting-Edge Open Vision Language Model

May 14

• 192

upvoted a paper 4 months ago

What matters when building vision-language models?

Paper • 2405.02246 • Published May 3 • 98

Jaehyun Jun

AI & ML interests

Organizations

btjhjeon's activity

PaliGemma – Google's Cutting-Edge Open Vision Language Model