VITA-MLLM

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shenyunhang 

authored 5 papers 4 days ago

Toward Native Multimodal Modeling: A Roadmap

Paper • 2605.25343 • Published May 25 • 40

FIRM-Video: Check Before You Score for Reliable Text-to-Video Reward Modeling

Paper • 2608.21839 • Published Aug 22 • 4

Video-IFBench: Evaluating Instruction Following of Multimodal LLMs in Video Understanding Scenarios

Paper • 2608.25529 • Published Aug 26 • 17

EvaOmni: An Evidence-Grounded Benchmark for Audio-Visual Reasoning

Paper • 2610.28444 • Published 15 days ago • 24

Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities

Paper • 2610.39301 • Published 6 days ago • 16

shenyunhang 

submitted a paper to Daily Papers 4 days ago

Youtu-Parsing-Omni: One Encoder, One Schema, All Modalities

Paper • 2610.39301 • Published 6 days ago • 16

BradyFU 

authored a paper 8 days ago

Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMs

Paper • 2610.27103 • Published 16 days ago • 18

BradyFU 

submitted a paper to Daily Papers 8 days ago

Omni-Woodpecker: Hallucination Correction via Evidence-Prior Rebalancing for Omni LLMs

Paper • 2610.27103 • Published 16 days ago • 18

BradyFU 

submitted a paper to Daily Papers 2 months ago

OmniAssistBench: Assistant-style Interaction Benchmark for Omni-LLMs

Paper • 2608.21360 • Published Aug 21 • 32

BradyFU 

submitted a paper to Daily Papers 4 months ago

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Paper • 2606.21649 • Published Jun 19 • 35

BradyFU 

submitted a paper to Daily Papers 7 months ago

PersonaVLM: Long-Term Personalized Multimodal LLMs

Paper • 2604.13074 • Published Mar 20 • 42

shenyunhang 

authored a paper 7 months ago

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Paper • 2306.13394 • Published Jun 23, 2023

BradyFU 

authored 2 papers 7 months ago

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Paper • 2306.13394 • Published Jun 23, 2023

A Survey on Multimodal Large Language Models

Paper • 2306.13549 • Published Jun 23, 2023 • 1

shenyunhang 

authored 2 papers 7 months ago

CAPro: Webly Supervised Learning with Cross-Modality Aligned Prototypes

Paper • 2310.09761 • Published Oct 15, 2023 • 1

FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning

Paper • 2212.00465 • Published Dec 1, 2022

BradyFU 

authored 2 papers 7 months ago

VITA: Towards Open-Source Interactive Omni Multimodal LLM

Paper • 2408.05211 • Published Aug 9, 2024 • 50

MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Paper • 2411.15296 • Published Nov 22, 2024 • 20

shenyunhang 

authored 2 papers 7 months ago

T2Vid: Translating Long Text into Multi-Image is the Catalyst for Video-LLMs

Paper • 2411.19951 • Published Nov 29, 2024

Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context Sparsification

Paper • 2412.00876 • Published Dec 1, 2024