Real-Time Video's Bottleneck Moved Past Step Count

Featured

• MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models score 10
  入选 HF Daily Papers; HF 热度: 68 upvotes (+4); 有代码实现; 关键词(3): compression, reasoning, vision-language
• Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation score 8
  入选 HF Daily Papers; HF 热度: 84 upvotes (+4); 关键词(3): distillation, latency, real-time
• SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer score 8
  入选 HF Daily Papers; HF 热度: 67 upvotes (+4); 关键词(3): quantization, throughput, open-source
• Does Synthetic Layered Design Data Benefit Layered Design Decomposition? score 8
  入选 HF Daily Papers; HF 热度: 6 upvotes (+2); 有代码实现; 关键词(1): synthetic data
• RAVEN: Real-time Autoregressive Video Extrapolation with Consistency-model GRPO score 8
  入选 HF Daily Papers; HF 热度: 8 upvotes (+2); 有代码实现; 关键词(3): distillation, real-time, GRPO
• ATLAS: Agentic or Latent Visual Reasoning? One Word is Enough for Both score 7
  入选 HF Daily Papers; HF 热度: 17 upvotes (+3); 关键词(4): latency, GRPO, agentic, reasoning
• Towards Self-Evolving Agentic Literature Retrieval score 7
  入选 HF Daily Papers; HF 热度: 2 upvotes (+1); 有代码实现; 关键词(2): lightweight, agentic
• Sat3DGen: Comprehensive Street-Level 3D Scene Generation from Single Satellite Image score 6
  入选 HF Daily Papers; HF 热度: 4 upvotes (+1); 有代码实现
• Quantitative Video World Model Evaluation for Geometric-Consistency score 5
  入选 HF Daily Papers; 有代码实现

Also Worth Noting

• Aligning Latent Geometry for Spherical Flow Matching in Image Generation score 4
  入选 HF Daily Papers; HF 热度: 4 upvotes (+1)
• Unlocking Complex Visual Generation via Closed-Loop Verified Reasoning score 5
  入选 HF Daily Papers; HF 热度: 2 upvotes (+1); 关键词(6): scaling, distillation, latency, reasoning, text-to-image