Category: Papers

1. Helios: Real Real-Time Long Video Generation Model 🔑 Keywords: Helios, Video Generation, Autoregressive Diffusion Model, Long-Video Drifting, Real-time Performance 💡 Category: […]

1. Utonia: Toward One Encoder for All Point Clouds 🔑 Keywords: Utonia, Self-supervised Transformer, Representation Space, Multimodal Reasoning 💡 Category: Multi-Modal Learning […]

1. From Scale to Speed: Adaptive Test-Time Scaling for Image Editing 🔑 Keywords: Image-CoT, Image Editing, Adaptive Resource Allocation, Verification, Performance-Efficiency Trade-offs […]

1. dLLM: Simple Diffusion Language Modeling 🔑 Keywords: Diffusion Language Models, AI-generated summary, Open-source framework, Reproducible Recipes, BERT-style Encoder 💡 Category: Natural […]

1. The Trinity of Consistency as a Defining Principle for General World Models 🔑 Keywords: World Models, Artificial General Intelligence, Unified Multimodal […]

1. HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation 🔑 Keywords: Hybrid Attention, Linear Attention, Softmax Attention, Temporal-Aware Delta […]

1. On Data Engineering for Scaling LLM Terminal Capabilities 🔑 Keywords: Terminal Agent, Synthetic Task Generation, Data Engineering, Curriculum Learning 💡 Category: […]

1. A Very Big Video Reasoning Suite 🔑 Keywords: Video Reasoning, Large-scale Dataset, Spatiotemporal Reasoning, VBVR, Emergent Generalization 💡 Category: Knowledge Representation […]

1. VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training 🔑 Keywords: Variational sEquence-level Soft Policy Optimization (VESPO), Variance reduction, […]

1. DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories 🔑 Keywords: DeepImageSearch, agentic paradigm, multimodal retrieval systems, contextual cues, […]

1. Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs 🔑 Keywords: Feature Activation Coverage, data diversity, cross-model knowledge transfer […]

1. The Devil Behind Moltbook: Anthropic Safety is Always Vanishing in Self-Evolving AI Societies 🔑 Keywords: Multi-agent LLM systems, self-evolution trilemma, safety […]