Daniel Carlos Guimarães Pedronette

Latest

• Weakly Supervised Learning based on Hypergraph Manifold Ranking
• Mixup-based Deep Metric Learning Approaches for Incomplete Supervision
• Improving Transferability of Domain Adaptation Networks Through Domain Alignment Layers
• Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking
• An optimized unsupervised manifold learning algorithm for manycore architectures
• Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking
• Unsupervised similarity learning through Cartesian product of ranking references
• Unsupervised Similarity Learning through Rank Correlation and kNN Sets
• A Rank Aggregation Framework for Video Interestingness Prediction
• A graph-based ranked-list model for unsupervised distance learning on shape retrieval
• Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks
• RECOD @ Placing Task of MediaEval 2015
• A rank aggregation framework for video multimodal geocoding
• A scalable re-ranking method for content-based image retrieval
• Multimedia Geocoding: The RECOD 2014 Approach
• Unsupervised Manifold Learning for Video Genre Retrieval
• Multimodal Image Geocoding: The 2013 RECOD's Approach
• A Multimodal Approach for Video Geocoding
• Multimedia multimodal geocoding