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unified architecture

3 articles · Page 1 of 1
PaperAgent
PaperAgent
Sep 18, 2026 · Artificial Intelligence

SenseNova-U1.5: 8B MoT Unified Multimodal Model Tops Open-Source Benchmarks

SenseNova-U1.5 introduces an 8B MoT unified multimodal architecture that natively integrates understanding, generation, and editing via spatial joint reconstruction and a staged training strategy, achieving state-of-the-art results on Qwen-Image-Bench, GenEval, CVTG-2K, ImgEdit, and OpenING while maintaining strong language understanding.

BenchmarkFlow MatchingMixture-of-Transformers
0 likes · 13 min read
SenseNova-U1.5: 8B MoT Unified Multimodal Model Tops Open-Source Benchmarks
DataFunSummit
DataFunSummit
May 6, 2023 · Artificial Intelligence

The Convergence of NLP and Computer Vision: Unified Neural Architectures and Pre‑training Strategies

This talk reviews the recent trend of unifying natural‑language processing and computer‑vision models through shared transformer architectures, masked‑image‑modeling pre‑training, brain‑inspired prediction mechanisms, and practical benefits such as knowledge sharing, multimodal applications, and cost efficiency, while highlighting the evolution of Swin Transformer and its next‑generation variants.

AINLPTransformer
0 likes · 20 min read
The Convergence of NLP and Computer Vision: Unified Neural Architectures and Pre‑training Strategies
Xianyu Technology
Xianyu Technology
Jan 7, 2020 · Mobile Development

Exploring Flutter + FaaS Integration for Unified Development at Xianyu

Xianyu’s new development system merges Flutter’s cross‑platform UI with Function‑as‑a‑Service backend, letting engineers write both front‑end and business logic in a single language, while introducing a “Story‑Scene” framework, unified data flow, and tools for deployment, tracing, and resilient networking.

FaaSFlutterMobile Development
0 likes · 8 min read
Exploring Flutter + FaaS Integration for Unified Development at Xianyu