2025.07.09 | 潜在推理提升LLM表达能力;SingLoRA优化低秩适应性能。

2025.07.09 | 潜在推理提升LLM表达能力;SingLoRA优化低秩适应性能。

11分钟 ·
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本期的 15 篇论文如下:

00:25 🤔 A Survey on Latent Reasoning(潜在推理研究综述)

00:59 💡 SingLoRA: Low Rank Adaptation Using a Single Matrix(SingLoRA:使用单矩阵的低秩适应)

01:47 🧩 OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion(OmniPart:基于语义解耦和结构内聚的部件感知三维生成)

02:36 🤖 CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization(CriticLean:评论引导的数学形式化强化学习)

03:17 🤖 StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling(StreamVLN:基于慢速-快速上下文建模的流式视觉-语言导航)

03:50 🫂 RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents(RLVER:基于可验证情感奖励的强化学习,用于培养共情智能体)

04:30 🩺 MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos(MedGen:通过扩展细粒度标注的医学视频来解锁医学视频生成)

05:14 🤖 Is Diversity All You Need for Scalable Robotic Manipulation?(可扩展的机器人操作是否只需要多样性?)

05:54 🤖 Coding Triangle: How Does Large Language Model Understand Code?(代码三角形:大型语言模型如何理解代码?)

06:38 🇪 Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts(尼罗河Chat:用于阿拉伯语和拉丁语埃及语语言模型)

07:21 🖱 GTA1: GUI Test-time Scaling Agent(GTA1:GUI测试时缩放代理)

08:00 🧮 Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers(基于大语言模型的重排序器效率-效果再排序的FLOPs研究)

08:45 🧬 PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs(PRING:重新思考从蛋白质对到图的蛋白质-蛋白质相互作用预测)

09:33 🩻 SAMed-2: Selective Memory Enhanced Medical Segment Anything Model(SAMed-2:选择性记忆增强医学图像分割模型)

10:01 🎬 Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation(Tora2:用于多实体视频生成的运动和外观定制扩散Transformer)

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