2025.04.15 | 多模态模型性能提升;低资源推理加速优化

2025.04.15 | 多模态模型性能提升;低资源推理加速优化

11分钟 ·
播放数159
·
评论数0

本期的 15 篇论文如下:

00:23 🖼 InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models(InternVL3:探索开源多模态模型的高级训练和测试时方案)

01:03 🏠 PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters(PRIMA.CPP: 加速低资源家用集群上700亿参数规模大语言模型的推理)

01:46 🖼 FUSION: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding(FUSION:用于深度跨模态理解的视觉-语言表征的完全集成)

02:26 🤔 VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning(VL-Rethinker:通过强化学习激励视觉-语言模型的自我反思)

03:07 🤖 Iterative Self-Training for Code Generation via Reinforced Re-Ranking(基于强化重排序的迭代自训练代码生成)

03:51 🎬 Mavors: Multi-granularity Video Representation for Multimodal Large Language Model(Mavors:面向多模态大型语言模型的多粒度视频表征)

04:28 🤖 AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories(AgentRewardBench:评估Web Agent轨迹的自动评估方法)

05:13 🧠 S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models(S1-Bench:一个评估大型推理模型系统1思维能力的简单基准)

05:56 🤔 Have we unified image generation and understanding yet? An empirical study of GPT-4o's image generation ability(我们是否已经统一了图像生成与理解?GPT-4o图像生成能力的一项实证研究)

06:42 🤖 DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training(DUMP:基于强化学习的LLM后训练的自动化分布级别课程学习)

07:22 🌍 SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users(SocioVerse:一个由LLM驱动的智能体和一千万真实用户池支持的社会模拟世界模型)

08:11 🤖 Breaking the Data Barrier -- Building GUI Agents Through Task Generalization(打破数据壁垒——通过任务泛化构建GUI智能体)

08:56 💡 TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning(TinyLLaVA-Video-R1:面向视频推理的小型多模态模型)

09:40 🧪 LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models(LLM-SRBench:一个用于大型语言模型科学方程发现的新基准)

10:21 🛡 EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety(EmoAgent:评估并保障人机交互中的心理健康安全)

【关注我们】

您还可以在以下平台找到我们,获得播客内容以外更多信息

小红书: AI速递