🚀🤖🌟 New Research Alert - ICCV 2025 (Oral)! 🌟🤖🚀
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🚀🤖🌟 New Research Alert - ICCV 2025 (Oral)! 🌟🤖🚀
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📄 Title: Variance-based Pruning for Accelerating and Compressing Trained Networks 🔝
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📄 Title: Variance-based Pruning for Accelerating and Compressing Trained Networks 🔝
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📝 Description: The one-shot pruning method efficiently compresses networks, reducing computation and memory usage while retaining almost full performance and requiring minimal fine-tuning.
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📝 Description: The one-shot pruning method efficiently compresses networks, reducing computation and memory usage while retaining almost full performance and requiring minimal fine-tuning.
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👥 Authors: Uranik Berisha, Jens Mehnert, and Alexandru Paul Condurache
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👥 Authors: Uranik Berisha, Jens Mehnert, and Alexandru Paul Condurache
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📅 Conference: ICCV, 19 – 23 Oct, 2025  | Honolulu, Hawai'i, USA 🇺🇸
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📅 Conference: ICCV, 19 – 23 Oct, 2025  | Honolulu, Hawai'i, USA 🇺🇸
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📄 Paper: 
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📄 Paper: 
Variance-Based Pruning for Accelerating and Compressing Trained Networks (2507.12988)
https://huggingface.co/papers/2507.12988
2507.12988
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https://huggingface.co/papers/2507.12988
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🚀 ICCV-2023-25-Papers: 
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🚀 ICCV-2023-25-Papers: 
https://github.com/DmitryRyumin/ICCV-2023-25-Papers
https://github.com/DmitryRyumin/ICCV-2023-25-Papers
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🚀 Added to the Efficient Learning Section: 
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🚀 Added to the Efficient Learning Section: 
https://github.com/DmitryRyumin/ICCV-2023-25-Papers/blob/main/sections/2025/main/efficient-learning.md
https://github.com/DmitryRyumin/ICCV-2023-25-Papers/blob/main/sections/2025/main/efficient-learning.md
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📚 More Papers: more cutting-edge research presented at other conferences in the 
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📚 More Papers: more cutting-edge research presented at other conferences in the 
https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers
DmitryRyumin/NewEraAI-Papers
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https://huggingface.co/spaces/DmitryRyumin/NewEraAI-Papers
 curated by 
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 curated by 
@DmitryRyumin
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DmitryRyumin
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🔍 Keywords: #VarianceBasedPruning #NetworkCompression #ModelAcceleration #EfficientDeepLearning #VisionTransformers #AI #ICCV2025 #ResearchHighlight
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🔍 Keywords: #VarianceBasedPruning #NetworkCompression #ModelAcceleration #EfficientDeepLearning #VisionTransformers #AI #ICCV2025 #ResearchHighlight
🚀🤖🌟 New Research Alert - ICCV 2025 (Oral)! 🌟🤖🚀
📄 Title: Variance-based Pruning for Accelerating and Compressing Trained Networks 🔝

📝 Description: The one-shot pruning method efficiently compresses networks, reducing computation and memory usage while retaining almost full performance and requiring minimal fine-tuning.

👥 Authors: Uranik Berisha, Jens Mehnert, and Alexandru Paul Condurache

📅 Conference: ICCV, 19 – 23 Oct, 2025  | Honolulu, Hawai'i, USA 🇺🇸

📄 Paper: https://huggingface.co/papers/2507.12988

🚀 ICCV-2023-25-Papers: https://github.com/DmitryRyumin/ICCV-2023-25-Papers

🚀 Added to the Efficient Learning Section: https://github.com/DmitryRyumin/ICCV-2023-25-Papers/blob/main/sections/2025/main/efficient-learning.md

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

🔍 Keywords: #VarianceBasedPruning #NetworkCompression #ModelAcceleration #EfficientDeepLearning #VisionTransformers #AI #ICCV2025 #ResearchHighlight
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DmitryRyumin mike-ravkine makarov-gv voldned ajibawa-2023 devkrish MElHuseyni Scientistt johnlockejrr Alwahdi John6666 victor