Towards resource efficient vision models von Miles, Roy

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Understanding the Role of the Projector in Knowledge Distillation von Miles, Roy, Mikolajczyk, Krystian

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Reconstructing Pruned Filters using Cheap Spatial Transformations von Miles, Roy, Mikolajczyk, Krystian

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V_kD:$ Improving Knowledge Distillation using Orthogonal Projections von Miles, Roy, Elezi, Ismail, Deng, Jiankang

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Cascaded channel pruning using hierarchical self-distillation von Miles, Roy, Mikolajczyk, Krystian

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Understanding the Role of the Projector in Knowledge Distillation von Miles, Roy, Mikolajczyk, Krystian

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Compression of descriptor models for mobile applications von Miles, Roy, Mikolajczyk, Krystian

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Reconstructing Pruned Filters using Cheap Spatial Transformations von Miles, Roy, Mikolajczyk, Krystian

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VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections von Miles, Roy, Reddy, Pradyumna, Elezi, Ismail, Deng, Jiankang

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Learning to Project for Cross-Task Knowledge Distillation von Auty, Dylan, Miles, Roy, Kolbeinsson, Benedikt, Mikolajczyk, Krystian

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Information Theoretic Representation Distillation von Miles, Roy, Rodriguez, Adrian Lopez, Mikolajczyk, Krystian

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MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation von Miles, Roy, Yucel, Mehmet Kerim, Manganelli, Bruno, Saa-Garriga, Albert

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Compression of descriptor models for mobile applications von Miles, Roy, Mikolajczyk, Krystian

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(V_kD:\) Improving Knowledge Distillation using Orthogonal Projections von Miles, Roy, Ismail Elezi, Deng, Jiankang

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Cascaded channel pruning using hierarchical self-distillation von Miles, Roy, Mikolajczyk, Krystian

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Learning to Project for Cross-Task Knowledge Distillation von Auty, Dylan, Miles, Roy, Kolbeinsson, Benedikt, Mikolajczyk, Krystian

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VeLoRA: Memory Efficient Training using Rank-1 Sub-Token Projections von Miles, Roy, Reddy, Pradyumna, Ismail Elezi, Deng, Jiankang

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Information Theoretic Representation Distillation von Miles, Roy, Adrian Lopez Rodriguez, Mikolajczyk, Krystian

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MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation von Miles, Roy, Yucel, Mehmet Kerim, Manganelli, Bruno, Saa-Garriga, Albert

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Machine learning models for video object segmentation von Albert Saá-Garriga, Roy Miles, Mehmet Yucel, Moonhwan Jeong, Bruno Manganelli

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