Lu Sheng

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authored 5 papers about 1 month ago

Use Property-Based Testing to Bridge LLM Code Generation and Validation

Paper • 2506.18315 • Published Jun 23 • 10

A Topic-level Self-Correctional Approach to Mitigate Hallucinations in MLLMs

Paper • 2411.17265 • Published Nov 26, 2024 • 1

T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation

Paper • 2501.12612 • Published Jan 22

RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics

Paper • 2506.04308 • Published Jun 4 • 43

AnimaX: Animating the Inanimate in 3D with Joint Video-Pose Diffusion Models

Paper • 2506.19851 • Published Jun 24 • 58

authored a paper 4 months ago

Personalize Anything for Free with Diffusion Transformer

Paper • 2503.12590 • Published Mar 16 • 44

authored 10 papers 8 months ago

Octavius: Mitigating Task Interference in MLLMs via LoRA-MoE

Paper • 2311.02684 • Published Nov 5, 2023

Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy

Paper • 2203.07845 • Published Mar 15, 2022

MineDreamer: Learning to Follow Instructions via Chain-of-Imagination for Simulated-World Control

Paper • 2403.12037 • Published Mar 18, 2024 • 1

Assessment of Multimodal Large Language Models in Alignment with Human Values

Paper • 2403.17830 • Published Mar 26, 2024

From Parts to Whole: A Unified Reference Framework for Controllable Human Image Generation

Paper • 2404.15267 • Published Apr 23, 2024 • 4

Ouroboros3D: Image-to-3D Generation via 3D-aware Recursive Diffusion

Paper • 2406.03184 • Published Jun 5, 2024 • 22

WorldSimBench: Towards Video Generation Models as World Simulators

Paper • 2410.18072 • Published Oct 23, 2024 • 20

MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation

Paper • 2412.03558 • Published Dec 4, 2024 • 19

MV-Adapter: Multi-view Consistent Image Generation Made Easy

Paper • 2412.03632 • Published Dec 4, 2024 • 24

Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection

Paper • 2412.04455 • Published Dec 5, 2024 • 39

authored 4 papers over 1 year ago

ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis

Paper • 2103.05630 • Published Mar 9, 2021

LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and Benchmark

Paper • 2306.06687 • Published Jun 11, 2023 • 1

VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud

Paper • 2303.14408 • Published Mar 25, 2023

Stable Diffusion Reference Only: Image Prompt and Blueprint Jointly Guided Multi-Condition Diffusion Model for Secondary Painting

Paper • 2311.02343 • Published Nov 4, 2023 • 2