<h2>Speech</h2> <p>Ollama can now generate <a href="https://docs.ollama.com/capabilities/speech" rel="nofollow">speech</a> on macOS. <code>ollama run</code> plays text or a chat model's reply aloud as the audio is generated, and apps can stream audio through the OpenAI-compatible…
Pretrained raster-scan autoregressive image models can be adapted into flexible any-order generators via future-aware positional embeddings and an ordering curriculum, enabling inpainting and outpainting with minimal extra compute.
arXiv cs.LG
TIER_1English(EN)·Shixuan Liu, Cheng Tang, Yuzheng Hu, Fan Wu, Han Zhao, Jiaqi W. Ma·
arXiv:2610.28883v1 Announce Type: new Abstract: Online reinforcement learning (RL) has achieved significant success in decision-making tasks, but modern online RL remains highly sensitive to the quality of training experience. Understanding the contribution of individual training…
Self-forcing training with teacher distillation and asymmetric conditioning stabilizes multi-turn image editing against accumulating distribution shifts.
arXiv:2601.01535v2 Announce Type: replace Abstract: Flexible image tokenizers aim to represent an image using an ordered 1D variable-length token sequence. This flexible tokenization is typically achieved through nested dropout, where a portion of trailing tokens is randomly trun…
arXiv:2610.34333v1 Announce Type: new Abstract: Language models switch tasks from demonstrations, but vision still often relies on separate systems for restoration, editing, and stylization. A before--after example offers a shared instruction only if the transferable change can b…
arXiv cs.CV
TIER_1English(EN)·Guangyu Meng, Pengfei Gu, Peixian Liang, John P. Lalor, Erin Wolf Chambers, Danny Z. Chen·
arXiv:2610.32884v1 Announce Type: new Abstract: Deep clustering offers a promising approach for analyzing large unlabeled medical image datasets, yet prevailing methods still face two limitations: they may neglect class-agnostic structural priors that capture object boundaries an…
<p>Cloudflare's <code>security-audit-skill</code> has 45,592 stars on GitHub. The Chinese translation was published today and has zero. That gap is the whole reason the translation exists — not because the original is hard to read for everyone, but because a security workflow is …
