For example, Flan-T5 (Fine-tuned Language Net Text-To-Text Transfer Transformer) [25], as a variation of T5, is a Transformer-based language model that is pre-trained on a large corpus of diverse text data and fine-tuned on various downstream tasks. The text-to-text training approach ma...
(6)Aligning Text-to-Image Models using Human Feedback图像领域的RLHF(7)RLAIF: Scaling Reinforcement Learning from Human Feedback with AI FeedbackRLAIF,顾名思义,把H换成AI(8)Reinforced Self-Training (ReST) for Language Modeling可以认为是offline的RLHF,包括内循环(Improve step)和外循环(Grow step...
In addition, LLM demonstrates advanced multimodal generation capabilities in text-to-code25, text-to-image26, text-to-speech27, and text-to-video28. Advanced and efficient fine-tuning techniques also further enhance the scalability and adaptability of LLM. Specifically, in semantic communication, ...
"text": "Table 1: Chain of thought prompting outperforms standard prompting for various large language models on five arithmetic reasoning benchmarks. All metrics are accuracy (%). Ext. calc.: post-hoc external calculator for arithmetic computations only. Prior best numbers are from the follow...
Unified Diffusion-Based Rigid and Non-Rigid Editing with Text and Image Guidance 现有的文本到图像编辑方法在刚性或非刚性编辑方面表现优秀,但在结合两者时却无法得到与文本提示对齐的输出。为了解决这些问题,本文提出了一种能够执行刚性和非刚性编辑的通用图像编辑框架。该方法利用双路径注入方案来处理各种编辑场景,...
The model has been trained on an extensive dataset, enabling it to understand and generate text with high accuracy and context sensitivity. Gemini is optimized for real-time applications, providing quick responses necessary for customer service bots, real-time translations, and other interactive applica...
Handwritten text recognition is challenging for OCR. We explain why handwriting is hard to recognize & list measures to improve handwriting extraction accuracy
accuracy and domainexpert skills will be better utilized. Other vision-based models can help fill in missing data. In May 2023SparkCognition announced a collaboration with Shell to deploy image-based generative AI to shorten thetime required to conduct seismic surveys from nine months to just nine...
LoRA.rar: Learning to Merge LoRAs via Hypernetworks for Subject-Style Conditioned Image Generation 2024 Arxiv LLaVA-Critic 7b IterIS: Iterative Inference-Solving Alignment for LoRA Merging 2024 Arxiv Diffusion Soup: Model Merging for Text-to-Image Diffusion Models 2024 ECCV MaxFusion: Plug&Play...
04/24 - Editable Image Elements for Controllable Synthesis (❌), (📖), (📎), (📙), (🏠), (HTML), (SL), (SP), (GS), (SS) 04/24 - CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data (❌), (📖), (📎), (...