2026.07.06 | 策略对齐破解推理盲区;轻量外挂实现实时修正

2026.07.06 | 策略对齐破解推理盲区;轻量外挂实现实时修正

10分钟 ·
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【目录】
本期的 9 篇论文如下:

[00:35] 🎯 The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning(优化训练策略的幻影:单调推理策略作为大语言模型强化学习的真正目标)
[01:34] 🛠 VLA-Corrector: Lightweight Detect-and-Correct Inference for Adaptive Action Horizon(VLA-Corrector:一种用于自适应动作视界的轻量级检测与校正推理框架)
[02:35] 🤖 Embodied.cpp: A Portable Inference Runtime of Embodied AI Models on Heterogeneous Robots(Embodied.cpp:面向异构机器人的具身AI模型便携推理运行时)
[03:43] 🔢 OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers(OrbitQuant:面向图像和视频扩散Transformer的数据无关量化方法)
[04:38] 📊 DataComp-VLM: Improved Open Datasets for Vision-Language Models(DataComp-VLM:改进的视觉语言模型开放数据集)
[05:36] 🛡 Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming(保护AI智能体:一种多层次智能体红队测试的统一框架)
[06:36] ☁ Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment(面向解译的云去除:基于观测锚定残差流与地理上下文对齐的方法)
[07:38] 📄 MultAttnAttrib: Training-Free Multimodal Attribution in Long Document Question Answering(多注意力归因:长文档问答中的无训练多模态归因)
[08:25] 🔗 AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation(AGE:面向图检索增强生成的自适应掩码图嵌入方法)

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