CacheScope: Exact-Compute Allocation for Training-Free Diffusion Acceleration
cs.LG
Submitted: 2026-10-08
Updated: 2026-10-08
Code: https://github.com/blackforest-labs/flux
Sources
- ReCache: Learning Budget-Aware Caching Schedules for Diffusion Models via REINFORCE
- DiCache: Let Diffusion Model Determine Its Own Cache
- $\Delta$-DiT: A Training-Free Acceleration Method Tailored for Diffusion Transformers
- The Fourth Challenge on Image Super-Resolution ($\times$4) at NTIRE 2026: Benchmark Results and Method Overview
- Denoising as Path Planning: Training-Free Acceleration of Diffusion Models with DPCache
- Classifier-Free Diffusion Guidance
- HunyuanVideo: A Systematic Framework For Large Video Generative Models
- Latent Consistency Models: Synthesizing High-Resolution Images with Few-Step Inference
- FORA: Fast-Forward Caching in Diffusion Transformer Acceleration
- Wan: Open and Advanced Large-Scale Video Generative Models
- Scaling Laws for Deepfake Detection
- CoAgent: Collaborative Planning and Consistency Agent for Coherent Video Generation
- E0: Enhancing Generalization and Fine-Grained Control in VLA Models via Tweedie Discrete Diffusion
- CF-VLM:CounterFactual Vision-Language Fine-tuning
- MM-CoT:A Benchmark for Probing Visual Chain-of-Thought Reasoning in Multimodal Models
- Top-Down Semantic Refinement for Image Captioning
- Failure-Driven Workflow Refinement
- Why Keep Your Doubts to Yourself? Trading Visual Uncertainties in Multi-Agent Bandit Systems
- Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains
- Video Encoders Built on Image Representations
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