Hans Zhao

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authored 7 papers 7 months ago

A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation

Paper • 2410.01912 • Published Oct 2, 2024 • 14

Selecting Influential Samples for Long Context Alignment via Homologous Models' Guidance and Contextual Awareness Measurement

Paper • 2410.15633 • Published Oct 21, 2024 • 7

Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance

Paper • 2411.14279 • Published Nov 21, 2024

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

Paper • 2412.18619 • Published Dec 16, 2024 • 58

LongViTU: Instruction Tuning for Long-Form Video Understanding

Paper • 2501.05037 • Published Jan 9 • 1

Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control Is Easier Than You Think

Paper • 2502.20172 • Published Feb 27 • 29

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

Paper • 2505.16483 • Published May 22 • 10

authored 6 papers over 1 year ago

Towards End-to-End Embodied Decision Making via Multi-modal Large Language Model: Explorations with GPT4-Vision and Beyond

Paper • 2310.02071 • Published Oct 3, 2023 • 4

ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks

Paper • 2311.09835 • Published Nov 16, 2023 • 11

PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain

Paper • 2402.15527 • Published Feb 21, 2024

An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models

Paper • 2403.06764 • Published Mar 11, 2024 • 28

MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation

Paper • 2407.00468 • Published Jun 29, 2024 • 36

UltraEdit: Instruction-based Fine-Grained Image Editing at Scale

Paper • 2407.05282 • Published Jul 7, 2024 • 16