AI Native Daily Paper Digest – 20260622
1. PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models 🔑 Keywords: PerceptionDLM, Multimodal Diffusion Language Models, Parallel Decoding, Efficient Prompting, Structured […]
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 💡 Category: […]
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, Memory Gap, […]
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, LoopCoder-v2, gain–cost […]
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: Human-AI Interaction […]
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, Director-Level Control, […]
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 💡 Category: […]
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: Machine Learning […]
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 💡 Category: AI […]
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, high-frequency tokens, […]
AI Native Daily Paper Digest – 20260605
1. Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution 🔑 Keywords: Code2LoRA, LoRA adapters, hypernetwork framework, GRU hidden state, repository-specific […]
AI Native Daily Paper Digest – 20260604
1. Audio Interaction Model 🔑 Keywords: Audio Interaction Model, Large Audio Language Models, SoundFlow, Streaming Audio Models, Real-time ASR 💡 Category: Human-AI […]