Targeted Attack for Deep Hashing based Retrieval Apr 15, 2020 Deep Hashing Image Retrieval
Code Code Available Google Landmarks Dataset v2 -- A Large-Scale Benchmark for Instance-Level Recognition and Retrieval Apr 3, 2020 Image Retrieval Landmark Recognition
Code Code Available ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis Apr 2, 2020 Image Retrieval Metric Learning
Code Code Available CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data Mar 27, 2020 Image Retrieval
Code Code Available HERS: Homomorphically Encrypted Representation Search Mar 27, 2020 Image Retrieval
Code Code Available Grounded Situation Recognition Mar 26, 2020 Grounded Situation Recognition Image Retrieval
Code Code Available Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval Mar 25, 2020 Diversity Image Retrieval
Code Code Available Geometrically Mappable Image Features Mar 21, 2020 Image Retrieval Retrieval
Code Code Available DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning Mar 15, 2020 Classification Few-Shot Image Classification
Code Code Available A Strong Baseline for Fashion Retrieval with Person Re-Identification Models Mar 9, 2020 Image Retrieval Retrieval
Code Code Available Probability Weighted Compact Feature for Domain Adaptive Retrieval Mar 6, 2020 Image Retrieval Quantization
Code Code Available Embedding Expansion: Augmentation in Embedding Space for Deep Metric Learning Mar 5, 2020 Clustering Image Retrieval
Code Code Available Generalized Product Quantization Network for Semi-supervised Image Retrieval Feb 26, 2020 Image Retrieval Metric Learning
Code Code Available Adversarial Ranking Attack and Defense Feb 26, 2020 Adversarial Attack Image Retrieval
Code Code Available Circle Loss: A Unified Perspective of Pair Similarity Optimization Feb 25, 2020 Face Recognition Face Verification
Code Code Available Sketchformer: Transformer-based Representation for Sketched Structure Feb 24, 2020 Cross-Modal Retrieval Dictionary Learning
Code Code Available Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval Feb 24, 2020 Cross-Modal Retrieval Image Retrieval
Code Code Available AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks Feb 14, 2020 Image Retrieval Retrieval
Code Code Available Symmetrical Synthesis for Deep Metric Learning Jan 31, 2020 Clustering Image Retrieval
Code Code Available SOLAR: Second-Order Loss and Attention for Image Retrieval Jan 24, 2020 Image Retrieval Patch Matching
Code Code Available Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network Jan 17, 2020 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features Jan 14, 2020 Classification Diversity
Code Code Available Unifying Deep Local and Global Features for Image Search Jan 14, 2020 Dimensionality Reduction Image Retrieval
Code Code Available Weakly Supervised Visual Semantic Parsing Jan 8, 2020 Graph Generation Image Retrieval
Code Code Available Cross-Batch Memory for Embedding Learning Dec 14, 2019 GPU Image Retrieval
Code Code Available Optimizing Rank-based Metrics with Blackbox Differentiation Dec 7, 2019 Image Retrieval object-detection
Code Code Available Transform-Invariant Convolutional Neural Networks for Image Classification and Search Nov 28, 2019 Classification General Classification
Code Code Available Fast and Incremental Loop Closure Detection Using Proximity Graphs Nov 25, 2019 GPU Image Retrieval
Code Code Available Kornia: an Open Source Differentiable Computer Vision Library for PyTorch Oct 5, 2019 Camera Calibration Data Augmentation
Code Code Available Unsupervised Sketch-to-Photo Synthesis Sep 18, 2019 Colorization Data Augmentation
Code Code Available SoftTriple Loss: Deep Metric Learning Without Triplet Sampling Sep 11, 2019 Image Retrieval Metric Learning
Code Code Available Visual Semantic Reasoning for Image-Text Matching Sep 6, 2019 Cross-Modal Retrieval Image Retrieval
Code Code Available Hierarchy-of-Visual-Words: a Learning-based Approach for Trademark Image Retrieval Aug 7, 2019 Image Retrieval Retrieval
Code Code Available ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Aug 6, 2019 Image Retrieval Question Answering
Code Code Available Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback May 30, 2019 Attribute Image Retrieval
Code Code Available Multi-Similarity Loss with General Pair Weighting for Deep Metric Learning Apr 14, 2019 Image Retrieval Metric Learning
Code Code Available Hyperbolic Image Embeddings Apr 3, 2019 Few-Shot Learning General Classification
Code Code Available Combination of Multiple Global Descriptors for Image Retrieval Mar 26, 2019 Image Retrieval Retrieval
Code Code Available Composing Text and Image for Image Retrieval - An Empirical Odyssey Dec 18, 2018 Image Retrieval Image Retrieval with Multi-Modal Query
Code Code Available Unsupervised Semantic-based Aggregation of Deep Convolutional Features Apr 3, 2018 General Classification Image Retrieval
Code Code Available Scene Graph Parsing as Dependency Parsing Mar 25, 2018 Dependency Parsing Image Retrieval
Code Code Available Stacked Cross Attention for Image-Text Matching Mar 21, 2018 Cross-Modal Retrieval Image Retrieval
Code Code Available Repeatability Is Not Enough: Learning Affine Regions via Discriminability Nov 17, 2017 Image Matching Image Retrieval
Code Code Available Fine-tuning CNN Image Retrieval with No Human Annotation Nov 3, 2017 Image Retrieval Retrieval
Code Code Available VGGFace2: A dataset for recognising faces across pose and age Oct 23, 2017 Face Recognition Face Verification
Code Code Available VSE++: Improving Visual-Semantic Embeddings with Hard Negatives Jul 18, 2017 Cross-Modal Retrieval Image Retrieval
Code Code Available Sampling Matters in Deep Embedding Learning Jun 23, 2017 Clustering Face Verification
Code Code Available Working hard to know your neighbor's margins: Local descriptor learning loss May 30, 2017 GPU Image Retrieval
Code Code Available Unsupervised Part-based Weighting Aggregation of Deep Convolutional Features for Image Retrieval May 3, 2017 Image Retrieval Retrieval
Code Code Available Selective Convolutional Descriptor Aggregation for Fine-Grained Image Retrieval Apr 18, 2016 Image Retrieval Object Proposal Generation
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