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Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

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

LLaVA-OneVision: Easy Visual Task Transfer

An Object is Worth 64x64 Pixels: Generating 3D Object via Image Diffusion

MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine

IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts

CoverBench: A Challenging Benchmark for Complex Claim Verification

Diffusion Models as Data Mining Tools

ReSyncer: Rewiring Style-based Generator for Unified Audio-Visually Synced Facial Performer

Synthesizing Text-to-SQL Data from Weak and Strong LLMs

StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation

AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation