AI Native Daily Paper Digest – 20260406
1. Self-Distilled RLVR 🔑 Keywords: Reinforcement Learning, Verifiable Rewards, Self-distillation, Training Stability, On-policy Distillation 💡 Category: Reinforcement Learning 🌟 Research Objective: – […]
AI Native Daily Paper Digest – 20260403
1. DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models 🔑 Keywords: Data-centric training, Large language models, Sample selection, […]
AI Native Daily Paper Digest – 20260401
1. FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization 🔑 Keywords: FIPO, Reinforcement Learning, Discounted Future-KL Divergence, Dense Advantage Formulation 💡 […]
AI Native Daily Paper Digest – 20260331
1. TAPS: Task Aware Proposal Distributions for Speculative Sampling 🔑 Keywords: Speculative decoding, draft model, confidence-based routing, acceptance length 💡 Category: Generative […]
AI Native Daily Paper Digest – 20260330
1. Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models 🔑 Keywords: Hybrid Memory, Video World […]
AI Native Daily Paper Digest – 20260327
1. PixelSmile: Toward Fine-Grained Facial Expression Editing 🔑 Keywords: PixelSmile, facial expression editing, semantic overlap, diffusion framework, contrastive learning 💡 Category: Computer […]
AI Native Daily Paper Digest – 20260326
1. SpectralSplats: Robust Differentiable Tracking via Spectral Moment Supervision 🔑 Keywords: 3D Gaussian Splatting, SpectralSplats, vanishing gradient, frequency domain, Novel View Synthesis […]
AI Native Daily Paper Digest – 20260323
1. HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning 🔑 Keywords: Vision-Language Models (VLMs), RLVR, HopChain, Multi-hop Reasoning, AI-Generated Summary 💡 Category: […]
AI Native Daily Paper Digest – 20260320
1. Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding 🔑 Keywords: VEGA-3D, Latent World Simulator, spatiotemporal features, 3D structural […]
AI Native Daily Paper Digest – 20260319
1. MetaClaw: Just Talk — An Agent That Meta-Learns and Evolves in the Wild 🔑 Keywords: continual meta-learning, large language model, behavioral […]
AI Native Daily Paper Digest – 20260318
1. InCoder-32B: Code Foundation Model for Industrial Scenarios 🔑 Keywords: InCoder-32B, code foundation model, hardware-aware programming, execution-grounded verification, industrial benchmarks 💡 Category: […]
AI Native Daily Paper Digest – 20260317
1. AI Can Learn Scientific Taste 🔑 Keywords: Scientific Taste, Reinforcement Learning, Community Feedback, AI Scientists 💡 Category: Reinforcement Learning 🌟 Research […]