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AntTech
AntTech
Dec 11, 2024 · Artificial Intelligence

Ant Group’s Selected NeurIPS 2024 Papers: Summaries and Highlights

This article presents a curated overview of fifteen Ant Group research papers accepted at NeurIPS 2024, covering topics such as large language models, knowledge graphs, recommendation systems, privacy-preserving inference, and multimodal learning, with abstracts, paper types, links, and key contributions highlighted.

Ant GroupArtificial IntelligenceNeurIPS2024
0 likes · 32 min read
Ant Group’s Selected NeurIPS 2024 Papers: Summaries and Highlights
DataFunTalk
DataFunTalk
Dec 5, 2024 · Artificial Intelligence

VAR: Scalable Image Generation via Next‑Scale Prediction Wins NeurIPS 2024 Best Paper

The VAR model, a Visual AutoRegressive framework that introduces a novel multi‑scale “next‑scale prediction” paradigm, dramatically improves image generation efficiency and quality, surpasses diffusion models, validates scaling laws in vision, and earned the Best Paper award at NeurIPS 2024.

NeurIPS2024autoregressive modelsimage generation
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VAR: Scalable Image Generation via Next‑Scale Prediction Wins NeurIPS 2024 Best Paper
360 Tech Engineering
360 Tech Engineering
Oct 31, 2024 · Artificial Intelligence

HiCo: Hierarchical Controllable Diffusion Model for Layout-to-Image Generation

The paper introduces HiCo, a hierarchical controllable diffusion model that enables precise layout‑to‑image generation by decoupling object and background features through weight‑shared branches and a fusion module, achieving high‑quality results and efficient inference as demonstrated on the HiCo‑7K benchmark.

AI PaintingHiCoNeurIPS2024
0 likes · 9 min read
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-Image Generation