AI Native Daily Paper Digest – 20260304
1. Utonia: Toward One Encoder for All Point Clouds 🔑 Keywords: Utonia, Self-supervised Transformer, Representation Space, Multimodal Reasoning 💡 Category:…
AI Native Daily Paper Digest – 20260303
1. From Scale to Speed: Adaptive Test-Time Scaling for Image Editing 🔑 Keywords: Image-CoT, Image Editing, Adaptive Resource Allocation, Verification,…
AI Native Daily Paper Digest – 20260302
1. dLLM: Simple Diffusion Language Modeling 🔑 Keywords: Diffusion Language Models, AI-generated summary, Open-source framework, Reproducible Recipes, BERT-style Encoder 💡…
AI Native Daily Paper Digest – 20260227
1. The Trinity of Consistency as a Defining Principle for General World Models 🔑 Keywords: World Models, Artificial General Intelligence,…
AI Native Daily Paper Digest – 20260226
1. HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation 🔑 Keywords: Hybrid Attention, Linear Attention, Softmax Attention,…
AI Native Daily Paper Digest – 20260225
1. On Data Engineering for Scaling LLM Terminal Capabilities 🔑 Keywords: Terminal Agent, Synthetic Task Generation, Data Engineering, Curriculum Learning…
AI Native Daily Paper Digest – 20260224
1. A Very Big Video Reasoning Suite 🔑 Keywords: Video Reasoning, Large-scale Dataset, Spatiotemporal Reasoning, VBVR, Emergent Generalization 💡 Category:…
AI Native Daily Paper Digest – 20260223
1. VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training 🔑 Keywords: Variational sEquence-level Soft Policy Optimization (VESPO),…
AI Native Daily Paper Digest – 20260217
1. DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories 🔑 Keywords: DeepImageSearch, agentic paradigm, multimodal retrieval systems,…