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Dmitry Ryumin

DmitryRyumin

https://dmitryryumin.github.io

DmitryRyumin

AI & ML interests

Machine Learning and Applications, Multi-Modal Understanding

Organizations

Posts 46

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418

😀😲😐😡 New Research Alert - FER-YOLO-Mamba (Facial Expressions Recognition Collection)! 😡😥🥴😱
📄 Title: FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space 🔝

📝 Description: FER-YOLO-Mamba is a novel facial expression recognition model that combines the strengths of YOLO and Mamba technologies to efficiently recognize and localize facial expressions.

👥 Authors: Hui Ma, Sen Lei, Turgay Celik, and Heng-Chao Li

🔗 Paper: FER-YOLO-Mamba: Facial Expression Detection and Classification Based on Selective State Space (2405.01828)

📁 Repository: https://github.com/SwjtuMa/FER-YOLO-Mamba

🚀 Added to the Facial Expressions Recognition Collection: DmitryRyumin/facial-expressions-recognition-65f22574e0724601636ddaf7

🔥🔝 See also Facial_Expression_Recognition - ElenaRyumina/Facial_Expression_Recognition (App, co-authored by @DmitryRyumin ) 😉

📚 More Papers: more cutting-edge research presented at other conferences in the DmitryRyumin/NewEraAI-Papers curated by @DmitryRyumin

🔍 Keywords: #FERYOLOMamba #FER #YOLO #Mamba #FacialExpressionRecognition #EmotionRecognition #ComputerVision #DeepLearning #MachineLearning #Innovation

Post

1198

🔥🚀🌟 New Research Alert - YOCO! 🌟🚀🔥
📄 Title: You Only Cache Once: Decoder-Decoder Architectures for Language Models 🔝

📝 Description: YOCO is a novel decoder-decoder architecture for LLMs that reduces memory requirements, speeds up prefilling, and maintains global attention. It consists of a self-decoder for encoding KV caches and a cross-decoder for reusing these caches via cross-attention.

👥 Authors: Yutao Sun et al.

📄 Paper: You Only Cache Once: Decoder-Decoder Architectures for Language Models (2405.05254)

📁 Repository: https://github.com/microsoft/unilm/tree/master/YOCO

📚 More Papers: more cutting-edge research presented at other conferences in the DmitryRyumin/NewEraAI-Papers curated by @DmitryRyumin

🔍 Keywords: #YOCO #DecoderDecoder #LargeLanguageModels #EfficientArchitecture #GPUMemoryReduction #PrefillingSpeedup #GlobalAttention #DeepLearning #Innovation #AI

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