Jiapeng Luo
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View article: InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models Open
We introduce InternVL3, a significant advancement in the InternVL series featuring a native multimodal pre-training paradigm. Rather than adapting a text-only large language model (LLM) into a multimodal large language model (MLLM) that su…
View article: Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Open
We introduce InternVL 2.5, an advanced multimodal large language model (MLLM) series that builds upon InternVL 2.0, maintaining its core model architecture while introducing significant enhancements in training and testing strategies as we…
View article: How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites Open
In this report, we introduce InternVL 1.5, an open-source multimodal large language model (MLLM) to bridge the capability gap between open-source and proprietary commercial models in multimodal understanding. We introduce three simple impr…
View article: Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications
Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications Open
We introduce Deformable Convolution v4 (DCNv4), a highly efficient and effective operator designed for a broad spectrum of vision applications. DCNv4 addresses the limitations of its predecessor, DCNv3, with two key enhancements: 1. removi…
View article: Construction and Characterization of an Infectious Clone of Chikungunya Virus Strain 37997
Construction and Characterization of an Infectious Clone of Chikungunya Virus Strain 37997 Open
Chikungunya virus (CHIKV) is the pathogen that causes Chikungunya fever, and there is no specific antiviral drug treatment for CHIKV infection. A simple and efficient CHIKV infectious clone is an important tool for studying the mechanism o…
View article: An Energy-Feed Type Split-Capacitor Three-Phase Four-Wire Power Electronic Load Compatible with Various Load Demands
An Energy-Feed Type Split-Capacitor Three-Phase Four-Wire Power Electronic Load Compatible with Various Load Demands Open
Energy-feed power electronic loads can precisely control the phase and magnitude of the power supply output current, achieving the emulation of loads. Moreover, they can feed energy back to the grid for energy regeneration, demonstrating s…
View article: An Efficient FPGA-based Accelerator for Deep Forest
An Efficient FPGA-based Accelerator for Deep Forest Open
Deep Forest is a prominent machine learning algorithm known for its high accuracy in forecasting. Compared with deep neural networks, Deep Forest has almost no multiplication operations and has better performance on small datasets. However…
View article: Automatically search an optimal face detector for a specific deployment environment
Automatically search an optimal face detector for a specific deployment environment Open
Face detection plays an important role in many artificial intelligence applications, such as identity recognition, facial expression recognition, and gender/age recognition. Recently, the development of deep learning techniques has greatly…
View article: Predicting Insect Invasiveness With Whole-genome Sequencing Data
Predicting Insect Invasiveness With Whole-genome Sequencing Data Open
Background Invasive alien insects threaten agriculture, biodiversity, and human livelihoods globally. Unfortunately, insect invasiveness still cannot be reliably predicted. Empirical policies of insect pest quarantine and inspection are ma…
View article: A chromosome-level genome assembly of Cydia pomonella provides insights into chemical ecology and insecticide resistance
A chromosome-level genome assembly of Cydia pomonella provides insights into chemical ecology and insecticide resistance Open
The codling moth Cydia pomonella , a major invasive pest of pome fruit, has spread around the globe in the last half century. We generated a chromosome-level scaffold assembly including the Z chromosome and a portion of the W chromosome. T…
View article: The genomic features of parasitism, Polyembryony and immune evasion in the endoparasitic wasp Macrocentrus cingulum
The genomic features of parasitism, Polyembryony and immune evasion in the endoparasitic wasp Macrocentrus cingulum Open
View article: WaspBase: a genomic resource for the interactions among parasitic wasps, insect hosts and plants
WaspBase: a genomic resource for the interactions among parasitic wasps, insect hosts and plants Open
Insect pests reduce yield and cause economic losses, which are major problems in agriculture. Parasitic wasps are the natural enemies of many agricultural pests and thus have been widely used as biological control agents. Plants, phytophag…
View article: ACE: an efficient and sensitive tool to detect insecticide resistance-associated mutations in insect acetylcholinesterase from RNA-Seq data
ACE: an efficient and sensitive tool to detect insecticide resistance-associated mutations in insect acetylcholinesterase from RNA-Seq data Open
To the best of our knowledge, the ACE pipeline is the first tool to detect resistance mutations from RNA-Seq data, and it facilitates the full utilization of large-scale genetic data obtained by using next-generation sequencing.