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Lei Zhang

Papers
130

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130papers

Authored papers

130

Qwen3-Coder-Next Technical Report

arXiv 2026

2026

Multimodal OCR: Parse Anything from Documents

arXiv 2026

2026

AACR-Bench: Evaluating Automatic Code Review with Holistic Repository-Level Context

arXiv 2026

2026

ScalSelect: Scalable Training-Free Multimodal Data Selection for Efficient Visual Instruction Tuning

arXiv 2026

2026

Pretraining A Large Language Model using Distributed GPUs: A Memory-Efficient Decentralized Paradigm

arXiv 2026

2026

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

arXiv 2026

2026

Diversity-Preserved Distribution Matching Distillation for Fast Visual Synthesis

arXiv 2026

2026

D^3R-DETR: DETR with Dual-Domain Density Refinement for Tiny Object Detection in Aerial Images

arXiv 2026

2026

ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning

arXiv 2026

2026

AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation

arXiv 2026

2026

Beyond External Guidance: Unleashing the Semantic Richness Inside Diffusion Transformers for Improved Training

arXiv 2026

2026

A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code

arXiv 2025

2025

Detect Anything via Next Point Prediction

arXiv 2025

2025

MiniCPM4: Ultra-Efficient LLMs on End Devices

arXiv 2025

2025

VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank

arXiv 2025

2025

Personalized Image Generation with Deep Generative Models: A Decade Survey

arXiv 2025

2025

OpenOmni: Large Language Models Pivot Zero-shot Omnimodal Alignment across Language with Real-time Self-Aware Emotional Speech Synthesis

arXiv 2025

2025

Referring to Any Person

ICCV 2025

2025

No Other Representation Component Is Needed: Diffusion Transformers Can Provide Representation Guidance by Themselves

arXiv 2025

2025

Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning

arXiv 2025

2025

RORem: Training a Robust Object Remover with Human-in-the-Loop

CVPR 2025 1

2025

Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution

ICCV 2025

2025

Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption

CVPR 2025 1

2025

TIIF-Bench: How Does Your T2I Model Follow Your Instructions?

arXiv 2025

2025

IPBench: Benchmarking the Knowledge of Large Language Models in Intellectual Property

arXiv 2025

2025

MediAug: Exploring Visual Augmentation in Medical Imaging

arXiv 2025

2025

D$^2$iT: Dynamic Diffusion Transformer for Accurate Image Generation

arXiv 2025

2025

HCMA: Hierarchical Cross-model Alignment for Grounded Text-to-Image Generation

arXiv 2025

2025

SceneMaker: Open-set 3D Scene Generation with Decoupled De-occlusion and Pose Estimation Model

arXiv 2025

2025

PhyDetEx: Detecting and Explaining the Physical Plausibility of T2V Models

arXiv 2025

2025

SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner

arXiv 2025

2025

SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation

arXiv 2025

2025

Baichuan-Omni-1.5 Technical Report

arXiv 2025

2025

Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models

ICCV 2025

2025

HumanMM: Global Human Motion Recovery from Multi-shot Videos

CVPR 2025 1

2025

Progressive Rendering Distillation: Adapting Stable Diffusion for Instant Text-to-Mesh Generation without 3D Data

CVPR 2025 1

2025

Prompt-Free Conditional Diffusion for Multi-object Image Augmentation

arXiv 2025

2025

ProjectedEx: Enhancing Generation in Explainable AI for Prostate Cancer

arXiv 2025

2025

MedConv: Convolutions Beat Transformers on Long-Tailed Bone Density Prediction

arXiv 2025

2025

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding

arXiv 2025

2025

LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls

arXiv 2025

2025

Euclid's Gift: Enhancing Spatial Perception and Reasoning in Vision-Language Models via Geometric Surrogate Tasks

arXiv 2025

2025

InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction

arXiv 2025

2025

Evaluating and Aligning CodeLLMs on Human Preference

arXiv 2024

2024

Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

arXiv 2024

2024

DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding

arXiv 2024

2024

SkillMimic: Learning Basketball Interaction Skills from Demonstrations

CVPR 2025 1

2024

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

arXiv 2024

2024

Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection

arXiv 2024

2024

Adversarial Diffusion Compression for Real-World Image Super-Resolution

CVPR 2025 1

2024

T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

arXiv 2024

2024

ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data

arXiv 2024

2024

Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA

arXiv 2024

2024

TokenPacker: Efficient Visual Projector for Multimodal LLM

arXiv 2024

2024

MotionLLM: Understanding Human Behaviors from Human Motions and Videos

arXiv 2024

2024

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

arXiv 2024

2024

YuLan: An Open-source Large Language Model

arXiv 2024

2024

PA-SAM: Prompt Adapter SAM for High-Quality Image Segmentation

arXiv 2024

2024

CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility

arXiv 2024

2024

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation

arXiv 2024

2024

Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion

arXiv 2024

2024

A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment

arXiv 2024

2024

DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion

arXiv 2024

2024

MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation

arXiv 2024

2024

Autoregressive Pretraining with Mamba in Vision

arXiv 2024

2024

ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention

arXiv 2024

2024

LAPT: Label-driven Automated Prompt Tuning for OOD Detection with Vision-Language Models

arXiv 2024

2024

An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-Identification

arXiv 2024

2024

Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data

arXiv 2024

2024

Symbol as Points: Panoptic Symbol Spotting via Point-based Representation

arXiv 2024

2024

ScaleDreamer: Scalable Text-to-3D Synthesis with Asynchronous Score Distillation

arXiv 2024

2024

Source Prompt Disentangled Inversion for Boosting Image Editability with Diffusion Models

arXiv 2024

2024

DEEM: Diffusion Models Serve as the Eyes of Large Language Models for Image Perception

arXiv 2024

2024

FreCaS: Efficient Higher-Resolution Image Generation via Frequency-aware Cascaded Sampling

arXiv 2024

2024

HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models

arXiv 2024

2024

Multi-fingered Robotic Hand Grasping in Cluttered Environments through Hand-object Contact Semantic Mapping

arXiv 2024

2024

SymPoint Revolutionized: Boosting Panoptic Symbol Spotting with Layer Feature Enhancement

arXiv 2024

2024

ChatRex: Taming Multimodal LLM for Joint Perception and Understanding

arXiv 2024

2024

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

arXiv 2023

2023

SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution

CVPR 2024 1

2023

Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset

NeurIPS 2023 11

2023

detrex: Benchmarking Detection Transformers

arXiv 2023

2023

Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution

arXiv 2023

2023

Improving the Stability and Efficiency of Diffusion Models for Content Consistent Super-Resolution

arXiv 2023

2023

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation

smpler-x-scaling-up-expressive-human-pose-and

2023

A Benchmark for Chinese-English Scene Text Image Super-resolution

ICCV 2023 1

2023

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

arXiv 2023

2023

X-Pose: Detecting Any Keypoints

arXiv 2023

2023

A Simple Framework for Open-Vocabulary Segmentation and Detection

ICCV 2023 1

2023

Detection Transformer with Stable Matching

ICCV 2023 1

2023

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation

ICCV 2023 1

2023

Open-Set Image Tagging with Multi-Grained Text Supervision

arXiv 2023

2023

Recognize Anything: A Strong Image Tagging Model

arXiv 2023

2023

Semantic-SAM: Segment and Recognize Anything at Any Granularity

arXiv 2023

2023

Pixel-Aware Stable Diffusion for Realistic Image Super-resolution and Personalized Stylization

arXiv 2023

2023

Osprey: Pixel Understanding with Visual Instruction Tuning

CVPR 2024 1

2023

One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer

CVPR 2023 1

2023

LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models

arXiv 2023

2023

HumanTOMATO: Text-aligned Whole-body Motion Generation

arXiv 2023

2023

Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes

CVPR 2023 1

2023

MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks

arXiv 2023

2023

One-Shot Learning as Instruction Data Prospector for Large Language Models

arXiv 2023

2023

Neural Interactive Keypoint Detection

ICCV 2023 1

2023

MSF: Motion-guided Sequential Fusion for Efficient 3D Object Detection from Point Cloud Sequences

CVPR 2023 1

2023

Marathon: A Race Through the Realm of Long Context with Large Language Models

arXiv 2023

2023

HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation

ICCV 2023 1

2023

Visual In-Context Prompting

CVPR 2024 1

2023

CORE: Cooperative Reconstruction for Multi-Agent Perception

ICCV 2023 1

2023

Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation

ICCV 2023 1

2023

DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection

dino-detr-with-improved-denoising-anchor

2022

Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation

mask-dino-towards-a-unified-transformer-based

2022

Generative Action Description Prompts for Skeleton-based Action Recognition

ICCV 2023 1

2022

DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR

dab-detr-dynamic-anchor-boxes-are-better

2022

Exact Feature Distribution Matching for Arbitrary Style Transfer and Domain Generalization

CVPR 2022 1

2022

Dense Learning based Semi-Supervised Object Detection

CVPR 2022 1

2022

Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection

arXiv 2022

2022

CvT: Introducing Convolutions to Vision Transformers

ICCV 2021 10

2021

GAN Prior Embedded Network for Blind Face Restoration in the Wild

CVPR 2021 1

2021

Lite-HRNet: A Lightweight High-Resolution Network

CVPR 2021 1

2021

Dynamic Head: Unifying Object Detection Heads with Attentions

CVPR 2021 1

2021

Image Scene Graph Generation (SGG) Benchmark

arXiv 2021

2021

VinVL: Revisiting Visual Representations in Vision-Language Models

CVPR 2021 1

2021

Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting

ICCV 2021 10

2021

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

ECCV 2020 8

2020

Blind Face Restoration via Deep Multi-scale Component Dictionaries

ECCV 2020 8

2020

Unified Vision-Language Pre-Training for Image Captioning and VQA

arXiv 2019

2019

Toward Convolutional Blind Denoising of Real Photographs

toward-convolutional-blind-denoising-of-real-1

2018

Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering

bottom-up-and-top-down-attention-for-image-1

2017

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

arXiv 2016

2016

MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition

arXiv 2016

2016

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Frequent co-authors

10

from 130 papers