Video Models Stumble on Composite Edits, MoE Fails at the Router

Featured

• CoVEBench: Can Video Editing Models Handle Complex Instructions? score 9
  入选 HF Daily Papers; HF 热度: 44 upvotes (+4); 有代码实现

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• OctaOctree Neural Radiosity for Real-time Glossy Material Rendering score 4
  机构: Peking University; 关键词(1): real-time
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  关键词(1): GRPO; 顶会接收: ICML
• Shift-Dependent Asymmetry: Orthogonal Inverse Low-Rank Adaptation for Federated Medical Segmentation score 4
  关键词(1): fine-tuning; 顶会接收: ICML
• Q-Delta: Beyond Key-Value Associative State Evolution score 4
  关键词(1): throughput; 顶会接收: ICML
• STAR: Rethinking MoE Routing as Structure-Aware Subspace Learning score 4
  关键词(1): MoE; 顶会接收: ICML
• Inference-Time Conformal Reasoning with Valid Factuality Control for Large Language Models score 4
  关键词(1): reasoning; 顶会接收: ICML
• Declarative Outcome-Conformant Synthesis: Exact, Closed-Form Specification Satisfaction and a Conformance Benchmark score 3
  机构: MIT