FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3012870427> ?p ?o ?g. }

• W3012870427 abstract "Fully supervised object detection has achieved great success in recent years. However, abundant bounding boxes annotations are needed for training a detector for novel classes. To reduce the human labeling effort, we propose a novel webly supervised object detection (WebSOD) method for novel classes which only requires the web images without further annotations. Our proposed method combines bottom-up and top-down cues for novel class detection. Within our approach, we introduce a bottom-up mechanism based on the well-trained fully supervised object detector (i.e. Faster RCNN) as an object region estimator for web images by recognizing the common objectiveness shared by base and novel classes. With the estimated regions on the web images, we then utilize the top-down attention cues as the guidance for region classification. Furthermore, we propose a residual feature refinement (RFR) block to tackle the domain mismatch between web domain and the target domain. We demonstrate our proposed method on PASCAL VOC dataset with three different novel/base splits. Without any target-domain novel-class images and annotations, our proposed webly supervised object detection model is able to achieve promising performance for novel classes. Moreover, we also conduct transfer learning experiments on large scale ILSVRC 2013 detection dataset and achieve state-of-the-art performance." @default.
• W3012870427 created "2020-03-27" @default.
• W3012870427 creator A5012086428 @default.
• W3012870427 creator A5017901486 @default.
• W3012870427 creator A5029912845 @default.
• W3012870427 creator A5078310831 @default.
• W3012870427 date "2020-03-21" @default.
• W3012870427 modified "2023-09-26" @default.
• W3012870427 title "Exploring Bottom-up and Top-down Cues with Attentive Learning for Webly Supervised Object Detection" @default.
• W3012870427 cites W1536680647 @default.
• W3012870427 cites W174360075 @default.
• W3012870427 cites W2007220461 @default.
• W3012870427 cites W2081613070 @default.
• W3012870427 cites W2115699968 @default.
• W3012870427 cites W2132898581 @default.
• W3012870427 cites W2133324800 @default.
• W3012870427 cites W2186827065 @default.
• W3012870427 cites W2214409633 @default.
• W3012870427 cites W2295107390 @default.
• W3012870427 cites W2418676188 @default.
• W3012870427 cites W2559348937 @default.
• W3012870427 cites W2604260814 @default.
• W3012870427 cites W2606831796 @default.
• W3012870427 cites W2745461083 @default.
• W3012870427 cites W2776207810 @default.
• W3012870427 cites W2786808285 @default.
• W3012870427 cites W2793296819 @default.
• W3012870427 cites W2798683932 @default.
• W3012870427 cites W2884195989 @default.
• W3012870427 cites W2887971674 @default.
• W3012870427 cites W2903052031 @default.
• W3012870427 cites W2953106684 @default.
• W3012870427 cites W2953328489 @default.
• W3012870427 cites W2962685835 @default.
• W3012870427 cites W2962690307 @default.
• W3012870427 cites W2963490895 @default.
• W3012870427 cites W2963603913 @default.
• W3012870427 cites W2963826681 @default.
• W3012870427 cites W2963876698 @default.
• W3012870427 cites W2963943295 @default.
• W3012870427 cites W2963949812 @default.
• W3012870427 cites W2964316443 @default.
• W3012870427 cites W2970726279 @default.
• W3012870427 cites W2979841734 @default.
• W3012870427 cites W2981840821 @default.
• W3012870427 cites W2991662170 @default.
• W3012870427 cites W2997044845 @default.
• W3012870427 cites W3116546446 @default.
• W3012870427 doi "https://doi.org/10.48550/arxiv.2003.09790" @default.
• W3012870427 hasPublicationYear "2020" @default.
• W3012870427 type Work @default.
• W3012870427 sameAs 3012870427 @default.
• W3012870427 citedByCount "0" @default.
• W3012870427 crossrefType "posted-content" @default.
• W3012870427 hasAuthorship W3012870427A5012086428 @default.
• W3012870427 hasAuthorship W3012870427A5017901486 @default.
• W3012870427 hasAuthorship W3012870427A5029912845 @default.
• W3012870427 hasAuthorship W3012870427A5078310831 @default.
• W3012870427 hasBestOaLocation W30128704271 @default.
• W3012870427 hasConcept C115903868 @default.
• W3012870427 hasConcept C115961682 @default.
• W3012870427 hasConcept C119857082 @default.
• W3012870427 hasConcept C134306372 @default.
• W3012870427 hasConcept C135798126 @default.
• W3012870427 hasConcept C136389625 @default.
• W3012870427 hasConcept C147037132 @default.
• W3012870427 hasConcept C150899416 @default.
• W3012870427 hasConcept C153180895 @default.
• W3012870427 hasConcept C154945302 @default.
• W3012870427 hasConcept C199360897 @default.
• W3012870427 hasConcept C2524010 @default.
• W3012870427 hasConcept C2776151529 @default.
• W3012870427 hasConcept C2777210771 @default.
• W3012870427 hasConcept C2777212361 @default.
• W3012870427 hasConcept C2781238097 @default.
• W3012870427 hasConcept C33923547 @default.
• W3012870427 hasConcept C36503486 @default.
• W3012870427 hasConcept C41008148 @default.
• W3012870427 hasConcept C50644808 @default.
• W3012870427 hasConcept C63584917 @default.
• W3012870427 hasConcept C75608658 @default.
• W3012870427 hasConceptScore W3012870427C115903868 @default.
• W3012870427 hasConceptScore W3012870427C115961682 @default.
• W3012870427 hasConceptScore W3012870427C119857082 @default.
• W3012870427 hasConceptScore W3012870427C134306372 @default.
• W3012870427 hasConceptScore W3012870427C135798126 @default.
• W3012870427 hasConceptScore W3012870427C136389625 @default.
• W3012870427 hasConceptScore W3012870427C147037132 @default.
• W3012870427 hasConceptScore W3012870427C150899416 @default.
• W3012870427 hasConceptScore W3012870427C153180895 @default.
• W3012870427 hasConceptScore W3012870427C154945302 @default.
• W3012870427 hasConceptScore W3012870427C199360897 @default.
• W3012870427 hasConceptScore W3012870427C2524010 @default.
• W3012870427 hasConceptScore W3012870427C2776151529 @default.
• W3012870427 hasConceptScore W3012870427C2777210771 @default.
• W3012870427 hasConceptScore W3012870427C2777212361 @default.
• W3012870427 hasConceptScore W3012870427C2781238097 @default.
• W3012870427 hasConceptScore W3012870427C33923547 @default.
• W3012870427 hasConceptScore W3012870427C36503486 @default.
• W3012870427 hasConceptScore W3012870427C41008148 @default.

• next