AI Native Daily Paper Digest – 20260619
1. Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance 🔑 Keywords: Lightweight Inpainting, Local-Global Interaction, Adaptive Distillation, High-Fidelity, Efficiency…
AI Native Daily Paper Digest – 20260618
1. Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games 🔑 Keywords: RNG-Bench, multimodal foundation models,…
AI Native Daily Paper Digest – 20260617
1. LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling 🔑 Keywords: Parallel loop Transformers, code generation, cross-loop position offsets,…
AI Native Daily Paper Digest – 20260616
1. JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence 🔑 Keywords: Vision-Language Model, Real-Time Interaction, Vision-Triggered Responsiveness, Time Awareness, Deployable System 💡 Category:…
AI Native Daily Paper Digest – 20260615
1. OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data 🔑 Keywords: Camera Motion Cloning, Grid Motion Videos, Multimodal Diffusion Transformers,…
AI Native Daily Paper Digest – 20260612
1. EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments 🔑 Keywords: EvoArena, EvoMem, memory evolution, dynamic environments…
AI Native Daily Paper Digest – 20260611
1. Redesign Mixture-of-Experts Routers with Manifold Power Iteration 🔑 Keywords: Mixture-of-Experts, Router, Principal Singular Direction, Manifold Power Iteration 💡 Category:…
AI Native Daily Paper Digest – 20260609
1. SWE-Explore: Benchmarking How Coding Agents Explore Repositories 🔑 Keywords: SWE-Explore, coding agents, repository exploration, line budget, agentic exploration 💡…
AI Native Daily Paper Digest – 20260608
1. Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings 🔑 Keywords: Large language models, EmbedFilter, text embeddings,…