Author: insights

1. PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation 🔑 Keywords: PhysisForcing, Video Generation Models, Physical Consistency, DiT Features, Robotic Manipulation 💡 […]

1. DanceOPD: On-Policy Generative Field Distillation 🔑 Keywords: DanceOPD, text-to-image generation, local editing, global editing, flow-matching models 💡 Category: Generative Models 🌟 […]

1. Are We Ready For An Agent-Native Memory System? 🔑 Keywords: Memory systems, Data management, Qwen/Qwen2.5-Coder-32B-Instruct, Retrieval precision, Cost-performance trade-offs 💡 Category: […]

1. Qwen-AgentWorld: Language World Models for General Agents 🔑 Keywords: Language-based world models, Agentic environment simulation, General agents, Reinforcement Learning, Foundation models […]

1. PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models 🔑 Keywords: PerceptionDLM, Multimodal Diffusion Language Models, Parallel Decoding, Efficient Prompting, Structured […]

1. Moebius: 0.2B Lightweight Image Inpainting Framework with 10B-Level Performance 🔑 Keywords: Lightweight Inpainting, Local-Global Interaction, Adaptive Distillation, High-Fidelity, Efficiency 💡 Category: […]

1. Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games 🔑 Keywords: RNG-Bench, multimodal foundation models, Memory Gap, […]

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 […]

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 […]

1. OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data 🔑 Keywords: Camera Motion Cloning, Grid Motion Videos, Multimodal Diffusion Transformers, Director-Level Control, […]

1. EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments 🔑 Keywords: EvoArena, EvoMem, memory evolution, dynamic environments 💡 Category: […]

1. Redesign Mixture-of-Experts Routers with Manifold Power Iteration 🔑 Keywords: Mixture-of-Experts, Router, Principal Singular Direction, Manifold Power Iteration 💡 Category: Machine Learning […]