Category: Papers

1. ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration 🔑 Keywords: ARIS, cross-model adversarial collaboration, research harness, execution layer, assurance layer 💡 Category: […]

1. Recursive Multi-Agent Systems 🔑 Keywords: RecursiveMAS, multi-agent systems, latent-space recursive computation, RecursiveLink module, gradient-based credit assignment 💡 Category: AI Systems and […]

1. From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company 🔑 Keywords: OneManCompany, multi-agent systems, agent identities, Talent Market, hierarchical […]

1. Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond 🔑 Keywords: World Models, Predictive Environment Models, L1 Predictor, L2 Simulator, L3 Evolver […]

1. LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics 🔑 Keywords: Time Series Reasoning, TSRM, Chain-of-Thought, Vision-Language Models, Multi-stage […]

1. LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model 🔑 Keywords: LLaDA2.0-Uni, Discrete Diffusion Language Model, Multimodal Understanding, MoE-based […]

1. Tstars-Tryon 1.0: Robust and Realistic Virtual Try-On for Diverse Fashion Items 🔑 Keywords: Virtual try-on, Photorealistic results, Real-time performance, End-to-end model […]

1. Extending One-Step Image Generation from Class Labels to Text via Discriminative Text Representation 🔑 Keywords: MeanFlow, text inputs, LLM-based text encoders, […]

1. Elucidating the SNR-t Bias of Diffusion Probabilistic Models 🔑 Keywords: Diffusion Probabilistic Models, SNR-timestep bias, differential correction, frequency components, generation quality […]

1. HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds 🔑 Keywords: HY-World 2.0, multi-modal world model, 3D […]

1. Seedance 2.0: Advancing Video Generation for World Complexity 🔑 Keywords: Multi-modal audio-video generation, Seedance 2.0, Joint generation, Editing capabilities, Generation speed […]

1. ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents 🔑 Keywords: GUI agents, Reinforcement Learning, ClawGUI, Environment Instability, Application […]