consistency models - Robuta Search

https://openreview.net/forum?id=Uh2WwUyiAv&referrer=%5Bthe%20profile%20of%20Haoye%20Lu%5D(%2Fprofile%3Fid%3D~Haoye_Lu1)

CM-GAN: Stabilizing GAN Training with Consistency Models | OpenReview

In recent years, generative adversarial networks (GANs) have gained attention for their ability to generate realistic images, despite being notoriously...

consistency models cm gan stabilizing training

https://aclanthology.org/2024.acl-long.649/

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models - ACL Anthology

Huiyuan Lai, Malvina Nissim. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2024.

multilingual instruction language models mcot tuning reasoning

https://pubmed.ncbi.nlm.nih.gov/33148619/

Consistency of variety of machine learning and statistical models in predicting clinical risks of...

A variety of models predicted risks for the same patients very differently despite similar model performances. The logistic models and commonly used machine...

machine learning statistical models consistency variety

https://openreview.net/forum?id=92FEM1voOW&referrer=%5Bthe%20profile%20of%20Wei%20Hu%5D(%2Fprofile%3Fid%3D~Wei_Hu6)

Multi-Scale Latent Points Consistency Models for 3D Shape Generation | OpenReview

Consistency Models (CM) have significantly accelerated the sampling process in diffusion models, yielding impressive results in synthesizing high-resolution...

consistency models multi scale latent points

https://deepai.org/publication/sort-ing-vqa-models-contrastive-gradient-learning-for-improved-consistency

SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency | DeepAI

10/20/20 - Recent research in Visual Question Answering (VQA) has revealed state-of-the-art models to be inconsistent in their understanding ...

gradient learning sort vqa models contrastive

https://aclanthology.org/D19-1405/

A Logic-Driven Framework for Consistency of Neural Models - ACL Anthology

Tao Li, Vivek Gupta, Maitrey Mehta, Vivek Srikumar. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th...

logic driven framework consistency neural

https://huggingface.co/papers/2404.03673

Paper page - RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Join the discussion on this paper page

consistency models paper rl faster reward

https://www.analyticsvidhya.com/blog/2023/04/openai-open-sourced-its-consistency-models-for-ai-art-generation/

OpenAI Open-Sourced Consistency Models for AI Art Generation

OpenAI releases consistency models for AI art generation, offering faster and more efficient results than diffusion models.

ai art generation open sourced consistency models openai

https://openreview.net/forum?id=KrK6zXbjfO&referrer=%5Bthe%20profile%20of%20Dongjun%20Kim%5D(%2Fprofile%3Fid%3D~Dongjun_Kim1)

SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound Generation |...

Sound content creation, essential for multimedia works such as video games and films, often involves extensive trial-and-error, enabling creators to...

consistency models full band score based

https://www.amazon.science/publications/tokenization-consistency-matters-for-generative-models-on-extractive-nlp-tasks

Tokenization consistency matters for generative models on extractive NLP tasks - Amazon Science

Generative models have been widely applied to solve extractive tasks, where parts of the input are extracted to form the desired output, and have achieved...

generative models nlp tasks tokenization consistency matters