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MM 2015 International Multimedia Conference

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MM
2015
ACM

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MatConvNet: Convolutional Neural Networks for MATLAB

8 years 13 days ago

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MatConvNet is an open source implementation of Convolutional Neural Networks (CNNs) with a deep integration in the MATLAB environment. The toolbox is designed with an emphasis on ...

Andrea Vedaldi, Karel Lenc

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Id	Views	Title	Status

1	121	MatConvNet: Convolutional Neural Networks for MATLAB	claim
2	48	Unsupervised Cosegmentation based on Global Graph Matching	claim
3	45	Collaborative Fashion Recommendation: A Functional Tensor Factorization Approach	claim
4	45	Query-Adaptive Logo Search using Shape-Aware Descriptors	claim
5	39	EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video	claim
6	35	Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations	claim
7	35	Human Activity Recognition Using Wearable Sensors by Deep Convolutional Neural Networks	claim
8	35	Fast and Accurate Content-based Semantic Search in 100M Internet Videos	claim
9	29	Convenient Discovery of Archived Video Using Audiovisual Hyperlinking	claim
10	29	Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval	claim
11	25	Semantic Image Search From Multiple Query Images	claim
12	24	Learning Features from Large-Scale, Noisy and Social Image-Tag Collection	claim
13	24	Image Retrieval by Cross-Media Relevance Fusion	claim
14	22	Learning Combinations of Multiple Feature Representations for Music Emotion Prediction	claim
15	22	Jointly Estimating Interactions and Head, Body Pose of Interactors from Distant Social Scenes	claim
16	21	Unsupervised Extraction of Human-Interpretable Nonverbal Behavioral Cues in a Public Speaking Scenario	claim
17	21	SpeakerLDA: Discovering Topics in Transcribed Multi-Speaker Audio Contents	claim
18	20	Hyper Video Browser: Search and Hyperlinking in Broadcast Media	claim
19	20	SINGA: Putting Deep Learning in the Hands of Multimedia Users	claim
20	20	Bandwidth-aware Prefetching for Proactive Multi-video Preloading and Improved HAS Performance	claim
21	19	Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images	claim
22	19	AVEC 2015: The 5th International Audio/Visual Emotion Challenge and Workshop	claim
23	19	SHOE: Sibling Hashing with Output Embeddings	claim
24	18	Single Image Spectral Reconstruction for Multimedia Applications	claim
25	18	Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation	claim
26	18	Ubii: Towards Seamless Interaction between Digital and Physical Worlds	claim
27	18	HeartHealth: New Adventures in Serious Gaming	claim
28	18	Gradient-based 2D-to-3D Conversion for Soccer Videos	claim
29	17	Interactive Scene Flow Editing for Improved Image-based Rendering and Virtual Spacetime Navigation	claim
30	17	Analyzing Free-standing Conversational Groups: A Multimodal Approach	claim
31	16	An Affordable Solution for Binocular Eye Tracking and Calibration in Head-mounted Displays	claim
32	16	GPU Accelerated Generalised Subclass Discriminant Analysis for Event and Concept Detection in Video	claim
33	16	Query-by-Emoji Video Search	claim
34	16	Accelerating Large-scale Image Retrieval on Heterogeneous Architectures with Spark	claim
35	15	Smart Beholder: An Open-Source Smart Lens for Mobile Photography	claim
36	15	Large Video Event Ontology Browsing, Search and Tagging (EventNet Demo)	claim
37	15	Multi-cue Augmented Face Clustering	claim
38	15	Modeling Perspective Effects in Photographic Composition	claim
39	14	Bringing Deep Causality to Multimedia Data Streams	claim
40	14	Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting	claim
41	14	Vision-Inertial Hybrid Tracking for Robust and Efficient Augmented Reality on Smartphones	claim
42	14	Predicting Image Memorability by Multi-view Adaptive Regression	claim
43	13	Spatio-Temporal Learning of Basketball Offensive Strategies	claim
44	13	About Events, Objects, and their Relationships: Human-centered Event Understanding from Multimedia	claim
45	13	Learned vs. Hand-Crafted Features for Pedestrian Gender Recognition	claim
46	13	Web-based Interactive Free-Viewpoint Streaming: A framework for high quality interactive free viewpoint navigation	claim
47	13	Online Object Tracking Based on CNN with Metropolis-Hasting Re-Sampling	claim
48	13	Exploiting Contextual Information to Enable Efficient Content Delivery for 3D Tele-Immersion Applications	claim
49	13	Image Tagging via Cross-Modal Semantic Mapping	claim
50	12	Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology	claim
51	12	Hand-Object Sense: A Hand-held Object Recognition System Based on RGB-D Information	claim
52	12	The fertilized forests Decision Forest Library	claim
53	12	Image Popularity Prediction in Social Media Using Sentiment and Context Features	claim
54	12	Eye of the Dragon: Exploring Discriminatively Minimalist Sketch-based Abstractions for Object Categories	claim
55	11	Human Action Recognition With Trajectory Based Covariance Descriptor In Unconstrained Videos	claim
56	11	Multi-View Visual Recognition of Imperfect Testing Data	claim
57	10	Egocentric Video Summarization of Cultural Tour based on User Preferences	claim
58	10	Learning Socially Embedded Visual Representation from Scratch	claim
59	10	SINGA: A Distributed Deep Learning Platform	claim
60	10	Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision	claim
61	10	AV+EC 2015: The First Affect Recognition Challenge Bridging Across Audio, Video, and Physiological Data	claim
62	9	Content Adaptive Representations of Omnidirectional Videos for Cinematic Virtual Reality	claim
63	9	Evolution of a Tabletop Telepresence System through Art and Technology	claim
64	8	HyperMeeting: Supporting Asynchronous Meetings with Hypervideo	claim
65	8	The Quest for Visual Interest	claim
66	8	Searching and Browsing Live, Web-based Meetings	claim
67	8	Multimodal Dataset for Assessment of Quality of Experience in Immersive Multimedia	claim
68	7	EMV-matchmaker: Emotional Temporal Course Modeling and Matching for Automatic Music Video Generation	claim
69	7	What Makes New York So Noisy?: Reasoning Noise Pollution by Mining Multimodal Geo-Social Big Data	claim
70	7	Geolocation with Subsampled Microblog Social Media	claim
71	7	Impact of Tone-mapping Algorithms on Subjective and Objective Face Recognition in HDR Images	claim
72	7	Studying Object Naming with Online Photos and Caption	claim
73	7	Loud and Trendy: Crowdsourcing Impressions of Social Ambiance in Popular Indoor Urban Places	claim
74	7	Using Photo Similarity and Weighted Graphs for the Temporal Synchronization of Event-Centered Multi-User Photo Collections	claim
75	7	Kickstarting the Commons: The YFCC100M and the YLI Corpora	claim
76	6	A Deep Siamese Network for Scene Detection in Broadcast Videos	claim
77	6	OmniViewer: Enabling Multi-modal 3D DASH	claim
78	6	Drag A Star: The Social Media in Outer Space	claim
79	6	Gyro-based Camera-motion Detection in User-generated Videos	claim
80	5	Modelling Human Factors in Perceptual Multimedia Quality: On The Role of Personality and Culture	claim
81	5	When the Crowd Challenges the Lab: Lessons Learnt from Subjective Studies on Image Aesthetic Appeal	claim
82	4	Image2Emoji: Zero-shot Emoji Prediction for Visual Media	claim

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