Papers

AI Native Daily Paper Digest – 20251029

1. InteractComp: Evaluating Search Agents With Ambiguous Queries 🔑 Keywords: Interactive Mechanisms, Query Ambiguity, Search Agents, Benchmark, Interaction Capabilities 💡…

AI Native Daily Paper Digest – 20251028

1. Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations 🔑 Keywords: Concerto, 3D self-distillation, 2D-3D joint embedding, open-world perception, scene…

AI Native Daily Paper Digest – 20251022

1. LightMem: Lightweight and Efficient Memory-Augmented Generation 🔑 Keywords: LightMem, Large Language Models, Memory Systems, Atkinson-Shiffrin Model, Sensory Memory 💡…

AI Native Daily Paper Digest – 20251016

1. UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE 🔑 Keywords: AI-generated summary, Dynamic-Capacity Mixture-of-Experts, cross-domain synergy, speech and…

AI Native Daily Paper Digest – 20251015

1. Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model 🔑 Keywords: Vision-language-action models, Spatial Forcing, 3D foundation models, Robotic…

AI Native Daily Paper Digest – 20251014

1. QeRL: Beyond Efficiency — Quantization-enhanced Reinforcement Learning for LLMs 🔑 Keywords: QeRL, Quantization, Reinforcement Learning, Large Language Models, Exploration…
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