SongBloom: Revolutionizing AI Music with Interleaved Autoregressive Diffusion
1 months ago 高效码农SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement Music generation has long captivated researchers and creators alike, but producing full-length songs with coherent structure, harmonious vocals, and rich accompaniment remains a formidable challenge. SongBloom emerges as a novel framework that seamlessly blends autoregressive language models with diffusion-based refinement, enabling the generation of high-quality songs up to 150 seconds long. This article explores how SongBloom’s innovative interleaved generation paradigm addresses the core limitations of existing approaches, delivering state-of-the-art performance in both subjective and objective evaluations. The Challenge of Long-Form Song Generation Why is generating coherent, full-length songs so …
Multi-View Instructions: The Secret to 76% Higher GUI Grounding Accuracy
1 months ago 高效码农Beyond Static Prompts: How Multi-View Instructions Turbo-charge GUI Grounding — A Hands-On Guide to UI-Ins “ Why read this? Because simply re-phrasing the same user intent into four different angles can lift a 7 B model’s pixel-accuracy by up to 76 %—without extra data or heavier back-bones. This article shows you the exact pipeline, code, and training tricks that make it happen. 1 The Invisible Ceiling of One-Angle Instructions Core question answered: “Why do existing GUI-grounding models hit an accuracy wall even when the screenshot is crystal-clear?” Summary: We trace the bottleneck to low-quality, single-angle instructions in public datasets (23 …
DeepAnalyze: How AI Is Revolutionizing Data Science Like a Master Chef
1 months ago 高效码农DeepAnalyze: When AI Becomes a Data Scientist – From Raw Data to Insightful Reports in Minutes The Kitchen’s “Data Chef” – How an AI Model Evolved from Recipe Follower to Master Chef Imagine this scenario: It’s 3 AM, and you’re staring at a 100,000-row Excel sheet of sales data. Tomorrow’s CEO presentation on market trends requires data cleaning, visualization, and report generation – a process that would normally take a full day. Suddenly, an AI tool appears: “Upload your raw data, get a professional report in 20 minutes.” This isn’t science fiction – the DeepAnalyze team from Renmin University is …
-
« Previous
1
…
8
9
10