Optimizer Choice Stretches Capacity Scaling 2.3x

Featured

• PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects score 10
  入选 HF Daily Papers; HF 热度: 42 upvotes (+4); 有代码实现; 关键词(3): compression, vision-language, embodied
• GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation score 9
  入选 HF Daily Papers; HF 热度: 10 upvotes (+3); 有代码实现; 关键词(2): distillation, agentic

Also Worth Noting

• Same Architecture, Different Capacity: Optimizer-Induced Spectral Scaling Laws score 4
  入选 HF Daily Papers; 关键词(1): scaling
• Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models score 4
  机构: Microsoft; 关键词(3): distillation, pre-training, text-to-image
• Implicit Safety Alignment from Crowd Preferences score 4
  关键词(1): RLHF; 顶会接收: ICML
• DualOptim+: Bridging Shared and Decoupled Optimizer States for Better Machine Unlearning in Large Language Models score 3
  顶会接收: ICML
• Expectation Consistency Loss: Rethink Confidence Calibration under Covariate Shift score 3
  顶会接收: ICML