Zicheng Zhang
42 papers · 2022–2026 · 9 venues · across top CS/AI venues
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large multimodal model
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multimodal large language model
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multimodal learning
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image quality assessment
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benchmark evaluation
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image generation
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video quality assessment
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video generation
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visual perception
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diffusion model
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instruction tuning
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visual quality assessment
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foundation model
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semantic segmentation
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text-to-image generation
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Papers
A3: Towards Advertising Aesthetic Assessment
CVPR 2026
Exposing and Evaluating Hallucinations for GUI Grounding
CVPR 2026
GeoX-Bench: Benchmarking Cross-View Geo-Localization and Pose Estimation Capabilities of Large Multimodal Models
AAAI 2026
Market-Bench: Benchmarking Large Language Models on Economic and Trade Competition
ACL 2026
MedOmni-45°: A Safety–Performance Benchmark for Reasoning-Oriented LLMs in Medicine
AAAI 2026
Refine-IQA: Multi-Stage Reinforcement Finetuning for Perceptual Image Quality Assessment
AAAI 2026
Resolving Endpoint Underfitting in Diffusion Bridges via Noise Alignment
CVPR 2026
Scaling-up Perceptual Video Quality Assessment
AAAI 2026
SparseSplat: Towards Applicable Feed-Forward 3D Gaussian Splatting with Pixel-Unaligned Prediction
CVPR 2026
VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment
CVPR 2026
A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
ICLR 2025
Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation
ACL 2025
CamPoint: Boosting Point Cloud Segmentation with Virtual Camera
CVPR 2025
CoSER: Towards Consistent Dense Multiview Text-to-Image Generator for 3D Creation
CVPR 2025
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLMs
ICCV 2025
Feature out! Let Raw Image as Your Condition for Blind Face Restoration
ICML 2025
Image Quality Assessment: From Human to Machine Preference
CVPR 2025
Information Density Principle for MLLM Benchmarks
ICCV 2025
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing
CVPR 2025
MIRROR: Make Your Object-Level Multi-View Generation More Consistent with Training-Free Rectification
ICML 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference
ACL 2025
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs
CVPR 2025
Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content
CVPR 2025
Redundancy Principles for MLLMs Benchmarks
ACL 2025
StyO: Stylize Your Face in Only One-Shot
AAAI 2025
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads
ICCV 2025
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare
NeurIPS 2024
BlazeBVD: Make Scale-Time Equalization Great Again for Blind Video Deflickering
ECCV 2024
GAIA: Rethinking Action Quality Assessment for AI-Generated Videos
NeurIPS 2024
Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis
CVPR 2024
Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels
ICML 2024
Q-Bench: A Benchmark for General-Purpose Foundation Models on Low-level Vision
ICLR 2024
Q-Instruct: Improving Low-level Visual Abilities for Multi-modality Foundation Models
CVPR 2024
Towards Open-ended Visual Quality Comparison
ECCV 2024
Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error
ICML 2024
MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos
CVPR 2023
MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment
IJCAI 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models
NeurIPS 2023
Transforming Radiance Field With Lipschitz Network for Photorealistic 3D Scene Stylization
CVPR 2023
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation
NeurIPS 2022
Generalized One-shot Domain Adaptation of Generative Adversarial Networks
NeurIPS 2022
PetsGAN: Rethinking Priors for Single Image Generation
AAAI 2022