AI Native Daily Paper Digest – 20251112
1. Grounding Computer Use Agents on Human Demonstrations 🔑 Keywords: GroundCUA, GroundNext, desktop environments, natural language instructions, human-verified annotations 💡 Category: Natural […]
AI Native Daily Paper Digest – 20251111
1. HaluMem: Evaluating Hallucinations in Memory Systems of Agents 🔑 Keywords: Memory Hallucination, HaluMem, LLMs, User-centric Datasets, Memory Reliability 💡 Category: Natural […]
AI Native Daily Paper Digest – 20251110
1. Too Good to be Bad: On the Failure of LLMs to Role-Play Villains 🔑 Keywords: Large Language Models, Moral RolePlay Benchmark, […]
AI Native Daily Paper Digest – 20251107
1. Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm 🔑 Keywords: Thinking with Video, Video Generation Models, Multimodal Reasoning, […]
AI Native Daily Paper Digest – 20251106
1. Diffusion Language Models are Super Data Learners 🔑 Keywords: Diffusion language models, Any-order modeling, Iterative bidirectional denoising, Monte Carlo augmentation, Autoregressive […]
AI Native Daily Paper Digest – 20251105
1. Don’t Blind Your VLA: Aligning Visual Representations for OOD Generalization 🔑 Keywords: Vision-Language-Action models, Vision-Language Models, VL representations, action fine-tuning, visual […]
AI Native Daily Paper Digest – 20251104
1. Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation 🔑 Keywords: Ling 2.0, Mixture-of-Experts, sparse activation, reasoning accuracy, […]
AI Native Daily Paper Digest – 20251103
1. OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows 🔑 Keywords: Vision-Language Models, Formal Verifier, Contextual Judge, MobileRisk-Live, […]
AI Native Daily Paper Digest – 20251030
1. JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence 🔑 Keywords: JanusCoder, Visual-programmatic Interface, Multimodal Code Corpus, AI-generated Code 💡 Category: […]
AI Native Daily Paper Digest – 20251029
1. InteractComp: Evaluating Search Agents With Ambiguous Queries 🔑 Keywords: Interactive Mechanisms, Query Ambiguity, Search Agents, Benchmark, Interaction Capabilities 💡 Category: Human-AI […]
AI Native Daily Paper Digest – 20251028
1. Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations 🔑 Keywords: Concerto, 3D self-distillation, 2D-3D joint embedding, open-world perception, scene understanding 💡 […]
AI Native Daily Paper Digest – 20251023
1. Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning 🔑 Keywords: Ring-linear model series, hybrid architecture, linear attention, softmax attention, […]