Guangtao Zhai
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- 35
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Authored papers
35Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding
arXiv 2025
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
arXiv 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
arXiv 2025
Teaching LMMs for Image Quality Scoring and Interpreting
arXiv 2025
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs
ICCV 2025
Redundancy Principles for MLLMs Benchmarks
arXiv 2025
Omni$^2$: Unifying Omnidirectional Image Generation and Editing in an Omni Model
arXiv 2025
FVQ: A Large-Scale Dataset and A LMM-based Method for Face Video Quality Assessment
arXiv 2025
PriceSeer: Evaluating Large Language Models in Real-Time Stock Prediction
arXiv 2025
G^2RPO: Granular GRPO for Precise Reward in Flow Models
arXiv 2025
Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
CVPR 2025 1
R-Bench: Are your Large Multimodal Model Robust to Real-world Corruptions?
arXiv 2024
AIM 2024 Challenge on Video Saliency Prediction: Methods and Results
arXiv 2024
Parameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark
arXiv 2024
Q-Bench+: A Benchmark for Multi-modal Foundation Models on Low-level Vision from Single Images to Pairs
arXiv 2024
A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
arXiv 2024
Dual-Branch Network for Portrait Image Quality Assessment
arXiv 2024
ASCIIEval: Benchmarking Models' Visual Perception in Text Strings via ASCII Art
arXiv 2024
LMM-VQA: Advancing Video Quality Assessment with Large Multimodal Models
arXiv 2024
AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results
arXiv 2024
Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model
arXiv 2024
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric
arXiv 2024
VQA$^2$: Visual Question Answering for Video Quality Assessment
arXiv 2024
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
arXiv 2024
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
arXiv 2024
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos
arXiv 2024
THQA: A Perceptual Quality Assessment Database for Talking Heads
arXiv 2024
CMC-Bench: Towards a New Paradigm of Visual Signal Compression
arXiv 2024
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image
arXiv 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
arXiv 2023
AGIQA-3K: An Open Database for AI-Generated Image Quality Assessment
arXiv 2023
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models
CVPR 2024 1
AccFlow: Backward Accumulation for Long-Range Optical Flow
ICCV 2023 1
AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and Correspondence
arXiv 2023
Exploring the Naturalness of AI-Generated Images
arXiv 2023
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