Recent Posts

If at First You Don't Succeed, Backtrack: Lightweight Recovery for Frozen VLAs

一次失手就倒带重来：基于运动回溯的冻结 VLA 具身故障恢复机制

10/26/2026

arxivaics.ro

J-Comm: Jacobian-Guided Latent Communication between LLM Agents

J-Comm：基于雅可比矩阵引导的跨智能体潜空间连续通信

10/26/2026

arxivaics.cl

UniAction: Unified Action Conditioning for World Models

UniAction：面向世界模型的跨模态统一动作条件化框架

10/26/2026

arxivaics.cv

Where Rounding Happens Matters: Rounding-Location Alignment Stabilizes LLM Reinforcement Learning

舍入发生的位置至关重要：对齐舍入位置彻底稳定大模型强化学习训练

10/26/2026

arxivaics.lg

Causal Chain of Thought: Mitigating Attention Leakage via Context Isolation

因果思维链 (CausalCoT)：基于上下文隔离阻断全向注意力泄漏

10/23/2026

arxivaics.ai

Direct Pass@k Optimization for Thought Pruning: Balancing Quality and Diversity in Test-Time Reasoning

基于直接 Pass@k 优化的思维前缀剪枝：统合测试期推理的质量与多样性

10/23/2026

arxivaics.ai

LongZero: Enhancing Long-Context Reasoning in LLMs from Zero Data

LongZero：无需外部数据，通过自演化任务合成突破 LLM 长上下文推理瓶颈

10/22/2026

arxivaics.cl

Rethinking Video Autoencoders for Interactive World Models

重新思考交互式世界模型的视频自编码器：CADRE 架构与时空压缩权衡

10/22/2026

arxivaics.cv

Adaptive Multi-Token Prediction: How far should we go?

自适应多 Token 预测：投机视界该看多远？

10/21/2026

arxivaics.ai

AEON: Unifying Video and 3D World Models

AEON：融合视频保真度与 3D 几何一致性的通用世界模型

10/21/2026

arxivaics.cv

LatComm: Reusable Context Compression for Latent Communication between Large Language Models

LatComm：大模型间潜空间通信的重用型上下文压缩

10/20/2026

arxivaics.ai

Where is Physical RSI capability from? An Observational Scaling Law of LLM-as-policy

物理具身递归自进化的能力之源：LLM 具身策略的观测式缩放定律

10/20/2026

arxivaics.ai