We propose a new approach for generative modeling based on training a neural network to be idempotent. An idempotent operator is one that can be applied sequentially without changing the result beyond the initial application, namely f(f(z)) = f(z). The proposed model f is trained to map a...
use CV-CUDA, along with VPF for decoding/encoding acceleration and TensorRT for further inference optimization. You can enable up to 50x end-to-end throughput improvement with fourNVIDIA L4 GPUs, compared to CPU-based implementations in a typical pipeline. ...
除了以外部输入为条件,迭代式生成算法还能以自己在推理期间生成的样本为条件。具体来说,Chen et al. 在论文《Analog bits: Generating discrete data using diffusion models with self-conditioning》中修改了扩散模型的训练过程,使得模型有一定概率 p_sc 生成一个样本,然后再基于这个初始样本,使用另一次前向通过来优...
Predis.ai for generating carousels and videos Publer for generating post text and images ContentStudio for staying on top of your content topics Taplio for growing a personal brand on LinkedIn Tweet Hunter for keeping up with and participating in X/Twitter Hootsuite for AI post prompt variety Wh...
“Top Strategic Technology Trends for 2022” (PDF). Gartner. 2021. Retrieved November 1, 2022. “Generating Synthetic Space Allocation Probability Layouts Based on Trained Conditional-GANs”. Applied Artificial Intelligence. 33. 1-17. “FAE-GAN: facial attribute editing with multi-scale attention no...
本节课程回顾了神经语言建模的最新进展,并讨论了生成文本(generating text)和解决下游任务之间的联系,并探讨OpenAI开发GPT模型的过程。接下来,我们将看到如何使用相同的方法在图像、文本到图像和代码等其他领域生成生成模型和强表示。课程最后,我们将深入研究最近发布的代码生成模型 Codex。
Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks 这个问题很重要，因为一个创造性的AI能为发现引导物的流程中带来更多多样性。这篇论文引起了我的注意，是因为用了很大篇幅来讲模型的评价。这看起来很有深度，他们给出了基于谷本系数相似性度量和基于levenshtein距离等多个衡量...
Cosmos World Foundation Models: A family of highly performant pre-trained world foundation models purpose-built for generating physics-aware videos and world states for physical AI development. Popular ContainersView All Python Basic for AI WorkbenchPython Basic - AI Workbench Default Container python...
AI-powered search for OpenUSD data, 3D models, images, and assets using text or image-based inputs. NVIDIA Omniverse Enterprise Essentials+1NVIDIA Omniverse Enterprise Supported Popular CollectionsView All Code LlamaAdvancedCode Llama is an LLM capable of generating code, and natural language about...
Natural language processing (NLP).NLP provides intuitive forms of communication between humans and systems. NLP includes computational linguistic techniques (symbolic and subsymbolic) aimed at recognizing, parsing, interpreting, automatically tagging, translating and generating (or summarizing) natural languages...