Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
A Framework for Learning Rules from Multiple Instance Data
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Real-Valued Multiple-Instance Learning with Queries
ALT '01 Proceedings of the 12th International Conference on Algorithmic Learning Theory
Combining Configurational and Statistical Approaches in Image Retrieval
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Multiple instance learning with generalized support vector machines
Eighteenth national conference on Artificial intelligence
Multiple-Instance Learning of Real-Valued Geometric Patterns
Annals of Mathematics and Artificial Intelligence
Multiple instance learning of real valued data
The Journal of Machine Learning Research
The Journal of Machine Learning Research
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Improve Multi-Instance Neural Networks through Feature Selection
Neural Processing Letters
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic multimedia cross-modal correlation discovery
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
SVM-based generalized multiple-instance learning via approximate box counting
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Image Categorization by Learning and Reasoning with Regions
The Journal of Machine Learning Research
Autonomous visual model building based on image crawling through internet search engines
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Multi-Instance Learning Based Web Mining
Applied Intelligence
Multimedia Tools and Applications
Multiple instance learning for labeling faces in broadcasting news video
Proceedings of the 13th annual ACM international conference on Multimedia
Probabilistic web image gathering
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Localized content based image retrieval
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Supervised versus multiple instance learning: an empirical comparison
ICML '05 Proceedings of the 22nd international conference on Machine learning
Adapting RBF Neural Networks to Multi-Instance Learning
Neural Processing Letters
A regularization framework for multiple-instance learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
MISSL: multiple-instance semi-supervised learning
ICML '06 Proceedings of the 23rd international conference on Machine learning
MILES: Multiple-Instance Learning via Embedded Instance Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual pattern discovery using web images
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Multimodal fusion using learned text concepts for image categorization
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Local image representations using pruned salient points with applications to CBIR
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Semantic Modeling of Natural Scenes for Content-Based Image Retrieval
International Journal of Computer Vision
Incorporating multiple SVMs for automatic image annotation
Pattern Recognition
Solving multi-instance problems with classifier ensemble based on constructive clustering
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Supervised Learning of Semantic Classes for Image Annotation and Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
On the relation between multi-instance learning and semi-supervised learning
Proceedings of the 24th international conference on Machine learning
Image annotation: which approach for realistic databases?
Proceedings of the 6th ACM international conference on Image and video retrieval
Fast unsupervised alignment of video and text for indexing/names and faces
Workshop on multimedia information retrieval on The many faces of multimedia semantics
Typicality ranking via semi-supervised multiple-instance learning
Proceedings of the 15th international conference on Multimedia
Evaluation of Localized Semantics: Data, Methodology, and Experiments
International Journal of Computer Vision
Optimistic pruning for multiple instance learning
Pattern Recognition Letters
An EM based multiple instance learning method for image classification
Expert Systems with Applications: An International Journal
Proceedings of the 25th international conference on Machine learning
Learning from multi-topic web documents for contextual advertisement
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-objective Genetic Programming for Multiple Instance Learning
ECML '07 Proceedings of the 18th European conference on Machine Learning
Imagination: Exploiting Link Analysis for Accurate Image Annotation
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Graph-based multiple-instance learning for object-based image retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Beyond Nouns: Exploiting Prepositions and Comparative Adjectives for Learning Visual Classifiers
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Weakly Supervised Object Localization with Stable Segmentations
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Improving Promoter Prediction Using Multiple Instance Learning
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Multiple-Instance Active Learning for Image Categorization
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Multi-instance clustering with applications to multi-instance prediction
Applied Intelligence
A Convex Method for Locating Regions of Interest with Multi-instance Learning
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Image categorization via robust pLSA
Pattern Recognition Letters
MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio
DS '09 Proceedings of the 12th International Conference on Discovery Science
Max-margin Multiple-Instance Learning via Semidefinite Programming
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Real-valued multiple-instance learning with queries
Journal of Computer and System Sciences
Region-based automatic web image selection
Proceedings of the international conference on Multimedia information retrieval
Multimedia Tools and Applications
Localized content-based image retrieval using semi-supervised multiple instance learning
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Evaluating multi-class multiple-instance learning for image categorization
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
Learning concepts by modeling relationships
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
Image classification and indexing by EM based multiple- instance learning
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
MILC2: a multi-layer multi-instance learning approach to video concept detection
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Using semantic distance in a content-based heterogeneous information retrieval system
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Automatic tag expansion using visual similarity for photo sharing websites
Multimedia Tools and Applications
The Knowledge Engineering Review
Leveraging loosely-tagged images and inter-object correlations for tag recommendation
Proceedings of the international conference on Multimedia
Multi-label boosting for image annotation by structural grouping sparsity
Proceedings of the international conference on Multimedia
Two-stage localization for image labeling
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Object, scene and actions: combining multiple features for human action recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Active learning in multimedia annotation and retrieval: A survey
ACM Transactions on Intelligent Systems and Technology (TIST)
Cost-Sensitive Active Visual Category Learning
International Journal of Computer Vision
LSA based multi-instance learning algorithm for image retrieval
Signal Processing
An efficient image classifier using discrete cosine transform
Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Predicting MHC-II Binding Affinity Using Multiple Instance Regression
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Adaptive kernel diverse density estimate for multiple instance learning
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
A multiple component matching framework for person re-identification
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Multiple instance learning with missing object tags
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Multi-instance multi-label learning
Artificial Intelligence
Mining multiple visual appearances of semantics for image annotation
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Neighborhood graphs for semi-automatic annotation of large image databases
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Locating regions of interest in CBIR with multi-instance learning techniques
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Systematic evaluation of machine translation methods for image and video annotation
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Measuring multi-modality similarities via subspace learning for cross-media retrieval
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Machine-Learning-Based image categorization
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Neural network based image retrieval with multiple instance leaning techniques
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Online modeling of proactive moderation system for auction fraud detection
Proceedings of the 21st international conference on World Wide Web
Beyond trees: adopting MITI to learn rules and ensemble classifiers for multi-instance data
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Hierarchical Salient Point Selection for image retrieval
Pattern Recognition Letters
Latent topic based multi-instance learning method for localized content-based image retrieval
Computers & Mathematics with Applications
An efficient parallel neural network-based multi-instance learning algorithm
The Journal of Supercomputing
Inferring gene interaction networks from ISH images via kernelized graphical models
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Object categorization based on a supervised mean shift algorithm
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
MI2LS: multi-instance learning from multiple informationsources
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-instance learning with any hypothesis class
The Journal of Machine Learning Research
Discriminative feature selection for multi-view cross-domain learning
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Cross-modal alignment for wildlife recognition
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data
Adaptive all-season image tag ranking by saliency-driven image pre-classification
Journal of Visual Communication and Image Representation
An informatics-based approach to object tracking for distributed live video computing
Multimedia Tools and Applications
Learning discriminative localization from weakly labeled data
Pattern Recognition
Convex and scalable weakly labeled SVMs
The Journal of Machine Learning Research
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