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告别冗长 PDF，一文读懂最新顶会与核心期刊的创新价值。
FreeTimeGS++: Secrets of Dynamic Gaussian Splatting and Their Principles
Co-Evolving Policy Distillation
Large-Scale High-Quality 3D Gaussian Head Reconstruction from Multi-View Captures
Statistically-Lossless Quantization of Large Language Models
SPEC CPU2026: Characterization, Representativeness, and Cross-Suite Comparison
Do Sparse Autoencoders Capture Concept Manifolds?
Decouple and Cache: KV Cache Construction for Streaming Video Understanding
The Antipodal Method: Fast, Accurate, and Robust 3D Generalized Winding Numbers
CoRAL: Contact-Rich Adaptive LLM-based Control for Robotic Manipulation
Prescriptive Scaling Laws for Data Constrained Training
Exploration Hacking: Can LLMs Learn to Resist RL Training?
Parameterized Families of Toric Code Phase: $em$-duality family and higher-order anyon pumping
A note on methods for computing the critical curve of Kerr-like black holes
Colorful-Noise: Training-Free Low-Frequency Noise Manipulation for Color-Based Conditional Image Generation
Lifting Traces to Logic: Programmatic Skill Induction with Neuro-Symbolic Learning for Long-Horizon Agentic Tasks
Linking spatial biology and clinical histology via Haiku
Video Active Perception: Effective Inference-Time Long-Form Video Understanding with Vision-Language Models
MolmoAct2: Action Reasoning Models for Real-world Deployment
OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents
Syn4D: A Multiview Synthetic 4D Dataset
Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation
High-Dimensional Statistics: Reflections on Progress and Open Problems
Agentic-imodels: Evolving agentic interpretability tools via autoresearch
PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World
Stream-T1: Test-Time Scaling for Streaming Video Generation
Understanding Self-Supervised Learning via Latent Distribution Matching
Self-Induced Outcome Potential: Turn-Level Credit Assignment for Agents without Verifiers
Video Generation with Predictive Latents
Taming Outlier Tokens in Diffusion Transformers
Anny-Fit: All-Age Human Mesh Recovery