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🚀🖼️🌟 New Research Alert - CVPR 2024! 🌟🖼️🚀
🚀🖼️🌟 New Research Alert - CVPR 2024! 🌟🖼️🚀
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📄 Title: CAMixerSR: Only Details Need More "Attention" 🌟🚀
📄 Title: CAMixerSR: Only Details Need More "Attention" 🌟🚀
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📝 Description: CAMixerSR is a new approach integrating content-aware accelerating framework and token mixer design, to pursue more efficient SR inference via assigning convolution for simple regions but window-attention for complex textures. It exhibits excellent generality and attains competitive results among state-of-the-art models with better complexity-performance trade-offs on large-image SR, lightweight SR, and omnidirectional-image SR.
📝 Description: CAMixerSR is a new approach integrating content-aware accelerating framework and token mixer design, to pursue more efficient SR inference via assigning convolution for simple regions but window-attention for complex textures. It exhibits excellent generality and attains competitive results among state-of-the-art models with better complexity-performance trade-offs on large-image SR, lightweight SR, and omnidirectional-image SR.
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👥 Authors: Yan Wang, Shijie Zhao, Yi Liu, Junlin Li, and Li Zhang
👥 Authors: Yan Wang, Shijie Zhao, Yi Liu, Junlin Li, and Li Zhang
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📅 Conference: CVPR, Jun 17-21, 2024 | Seattle WA, USA 🇺🇸
📅 Conference: CVPR, Jun 17-21, 2024 | Seattle WA, USA 🇺🇸
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🔗 Paper: 
🔗 Paper: 
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https://huggingface.co/papers/2402.19289
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2402.19289
https://huggingface.co/papers/2402.19289
CAMixerSR: Only Details Need More "Attention" (2402.19289)
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🔗 Repository: 
🔗 Repository: 
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https://github.com/icandle/CAMixerSR
https://github.com/icandle/CAMixerSR
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📚 More Papers: more cutting-edge research presented at other conferences in the 
📚 More Papers: more cutting-edge research presented at other conferences in the 
resource
https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers
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DmitryRyumin/NewEraAI-Papers
https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers
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 curated by 
 curated by 
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@DmitryRyumin
DmitryRyumin
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🚀 Added to the Image Enhancement Collection: 
🚀 Added to the Image Enhancement Collection: 
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https://huggingface.co/collections/DmitryRyumin/image-enhancement-65ee1cd2fe1c0c877ae55d28
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DmitryRyumin/image-enhancement-65ee1cd2fe1c0c877ae55d28
https://huggingface.co/collections/DmitryRyumin/image-enhancement-65ee1cd2fe1c0c877ae55d28
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🔍 Keywords: #CAMixerSR #SuperResolution #WindowAttention #ImageEnhancement #CVPR2024 #DeepLearning #Innovation
🔍 Keywords: #CAMixerSR #SuperResolution #WindowAttention #ImageEnhancement #CVPR2024 #DeepLearning #Innovation
🚀🖼️🌟 New Research Alert - CVPR 2024! 🌟🖼️🚀
📄 Title: CAMixerSR: Only Details Need More "Attention" 🌟🚀

📝 Description: CAMixerSR is a new approach integrating content-aware accelerating framework and token mixer design, to pursue more efficient SR inference via assigning convolution for simple regions but window-attention for complex textures. It exhibits excellent generality and attains competitive results among state-of-the-art models with better complexity-performance trade-offs on large-image SR, lightweight SR, and omnidirectional-image SR.

👥 Authors: Yan Wang, Shijie Zhao, Yi Liu, Junlin Li, and Li Zhang

📅 Conference: CVPR, Jun 17-21, 2024 | Seattle WA, USA 🇺🇸

🔗 Paper: https://huggingface.co/papers/2402.19289

🔗 Repository: https://github.com/icandle/CAMixerSR

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

🚀 Added to the Image Enhancement Collection: https://huggingface.co/collections/DmitryRyumin/image-enhancement-65ee1cd2fe1c0c877ae55d28

🔍 Keywords: #CAMixerSR #SuperResolution #WindowAttention #ImageEnhancement #CVPR2024 #DeepLearning #Innovation
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