Prism Trains 2.5× Faster and Improves Quality

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• Prism: Dynamic Sparse Attention for Native 2K Joint Video-Audio Generation Model Training score 6
  入选 HF Daily Papers; HF 热度: 4 upvotes (+1); 有代码实现

Also Worth Noting

• Invisible Ink, Visible Lies: How Production Watermarking Causes LLMs to Hallucinate score 4
  关键词(2): production, retrieval-augmented; 顶会接收: NeurIPS
• EDISCO: Equivariant DIScrete Diffusion for Euclidean Combinatorial Optimization score 4
  关键词(2): edge, synthetic data; 顶会接收: NeurIPS
• Triggering Generalist Reasoning via Predictive Uncertainty for Dual-System VLA score 4
  关键词(3): real-time, reasoning, vision-language; 顶会接收: NeurIPS
• LogSig-SSM: Time-Series Modelling with Multi-Scale Log-Signature Compression for State-Space Models score 4
  关键词(2): compression, mamba; 顶会接收: NeurIPS
• When and What to Prune? Stage-Aware Visual Token Pruning for Efficient VLA score 4
  关键词(2): pruning, vision-language; 顶会接收: NeurIPS
• ASCENT: Online Test-Time Training of Long-Horizon Agents via Self-Distillation of Verified Experience score 7
  入选 HF Daily Papers; HF 热度: 13 upvotes (+3); 关键词(4): distillation, deployment, agentic, reasoning
• GNN-CB: A Graph Neural Network Competition Benchmark for Human and LLM Evaluation score 4
  关键词(3): edge, coding, reasoning; 顶会接收: EMNLP
• Expanding LLM Reasoning score 4
  关键词(1): reasoning; 顶会接收: NeurIPS
• ColdDDI: Evaluating Knowledge Utilization in Cold-Start Drug-Drug Interaction Prediction score 4
  关键词(1): edge; 顶会接收: NeurIPS
• Usage-Modulated Sentiment Representations in Large Language Models score 3
  顶会接收: EMNLP
• Tracing a Sparse Emotion-Control Circuit in LLM-Based Text-to-Speech score 3
  顶会接收: EMNLP
• Order Matters: Competition-Guided Query Ordering for RNN-Based Object Detection score 3
  顶会接收: NeurIPS
• TeleTune: Evolving Agent Skills From Offline Telemetry score 3
  机构: Microsoft
• What Does an Observability Foundation Model Know? score 3
  顶会接收: NeurIPS