Lei Zhu
- Papers
- 29
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Authored papers
29GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
arXiv 2026
AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security
arXiv 2026
VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
arXiv 2026
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
arXiv 2025
PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework
arXiv 2025
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning
arXiv 2025
UltraFlux: Data-Model Co-Design for High-quality Native 4K Text-to-Image Generation across Diverse Aspect Ratios
arXiv 2025
An Empirical Study of GPT-4o Image Generation Capabilities
arXiv 2025
V2C-CBM: Building Concept Bottlenecks with Vision-to-Concept Tokenizer
arXiv 2025
The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs
arXiv 2025
MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models
arXiv 2026
SegMamba: Long-range Sequential Modeling Mamba For 3D Medical Image Segmentation
arXiv 2024
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
arXiv 2024
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
arXiv 2024
Vivim: a Video Vision Mamba for Medical Video Segmentation
arXiv 2024
Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%
arXiv 2024
Beyond Text: Frozen Large Language Models in Visual Signal Comprehension
CVPR 2024 1
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
arXiv 2024
Revisiting the Integration of Convolution and Attention for Vision Backbone
arXiv 2024
RelayAttention for Efficient Large Language Model Serving with Long System Prompts
arXiv 2024
BiFormer: Vision Transformer with Bi-Level Routing Attention
CVPR 2023 1
Masked Image Training for Generalizable Deep Image Denoising
CVPR 2023 1
OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation
arXiv 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks
ICCV 2023 1
Benchmarking Large Language Models on CMExam -- A Comprehensive Chinese Medical Exam Dataset
arXiv 2023
Video Adverse-Weather-Component Suppression Network via Weather Messenger and Adversarial Backpropagation
ICCV 2023 1
Towards High-Quality Specular Highlight Removal by Leveraging Large-Scale Synthetic Data
ICCV 2023 1
Involution: Inverting the Inherence of Convolution for Visual Recognition
CVPR 2021 1
Leveraging the Invariant Side of Generative Zero-Shot Learning
leveraging-the-invariant-side-of-generative-1
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