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Dataset Condensation with Distribution Matching [PDF]
IEEE Workshop/Winter Conference on Applications of Computer Vision, 2021 Computational cost of training state-of-the-art deep models in many learning problems is rapidly increasing due to more sophisticated models and larger datasets. A recent promising direction for reducing training cost is dataset condensation that aims to
Bo Zhao, Hakan Bilen
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Dataset Condensation via Efficient Synthetic-Data Parameterization [PDF]
International Conference on Machine Learning, 2022 The great success of machine learning with massive amounts of data comes at a price of huge computation costs and storage for training and tuning.
Jang-Hyun Kim +7 more
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Improved Distribution Matching for Dataset Condensation [PDF]
Computer Vision and Pattern Recognition, 2023 Dataset Condensation aims to condense a large dataset into a smaller one while maintaining its ability to train a well-performing model, thus reducing the storage cost and training effort in deep learning applications.
Ganlong Zhao +3 more
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Higher Gauging and Non-invertible Condensation Defects [PDF]
Communications in Mathematical Physics, 2022 We discuss invertible and non-invertible topological condensation defects arising from gauging a discrete higher-form symmetry on a higher codimensional manifold in spacetime, which we define as higher gauging.
Konstantinos Roumpedakis +2 more
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Cycvalone in the synthesis of nitrogen-, oxygen-containing heterocycles [PDF]
Известия Саратовского университета. Новая серия: Серия Химия. Биология. Экология, 2023 Cycvalone is an analogue of curcumin (EE conformation), exhibits a wide range of biological activity (antioxidant, hepatoprotective, membrane stabilizing, anti-ulcer) and is used in medical practice as a choleretic.
Rogov, Danila A. +1 more
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Study of Condensation Risk in Ecological Blocks with Recycled Wood Aggregate
Bulletin of the Polytechnic Institute of Jassy: Constructions, Architechture Section, 2021 Concrete is a building material with a continuous demand in the construction industry due to the convenient price-performance ratio. On the other hand, concrete is not an environmentally friendly material. Thus, in order to obtain a sustainable material,
Pruteanu Marian +4 more
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Energies, 2022 The effectiveness of a thermal energy storage (TES) system is typically characterized with the help of thermal stratification or temperature gradients along the direction of heat injection, which is typically the flow direction of heat transfer fluid ...
Zayed Ahmed +2 more
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1-Tosyl-6-vinyl-4,5,6,7-tetrahydro-1H-benzo [d] imidazole-2-amine
Molbank, 2021 The alkene functionalised 2-aminobenzimidazole ring found in terrazoanthine natural products was synthesized in 3 steps from 1,2-epoxy-4-vinylcyclohexane via epoxide ring opening with toluenesulphonamide yielding 2 regioisomeric, separable amino alcohols.
Fiach B. Meany +2 more
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Effect of Dual Reinforcement on Wear Resistance by Aluminum Compacts Reinforce by SiC, Al2O3 [PDF]
Engineering and Technology Journal, 2009 The producing composite materials of dual reinforcement in which the matrix material is aluminum reinforced with two types of ceramic particles : which are Alumina (50μmKeywordscomposite materials; wear test ; Al2O3; SiC ...
Mohammed Waheed, Hassan Abed
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Anyon Condensation and the Color Code [PDF]
PRX Quantum, 2022 The manipulation of topologically-ordered phases of matter to encode and process quantum information forms the cornerstone of many approaches to fault-tolerant quantum computing.
Markus S. Kesselring +5 more
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