標(biāo)題: Titlebook: Visual Question Answering; From Theory to Appli Qi Wu,Peng Wang,Wenwu Zhu Book 2022 The Editor(s) (if applicable) and The Author(s), under [打印本頁] 作者: Malnutrition 時間: 2025-3-21 16:26
書目名稱Visual Question Answering影響因子(影響力)
作者: 護航艦 時間: 2025-3-21 21:13 作者: 兵團 時間: 2025-3-22 00:46
Deep Learning BasicsDeep learning?basics are essential for the visual question answering task since multimodal information is usually complex and multidimensional. Therefore, in this chapter, we present basic information regarding deep learning, covering the following: 作者: 報復(fù) 時間: 2025-3-22 07:56
Visual Question GenerationTo explore how questions regarding images are posed and abstract the events caused by objects in the image, the visual question generation (VQG) task has been established. In this chapter, we classify VQG methods according to whether their objective is data augmentation or visual understanding.作者: Peristalsis 時間: 2025-3-22 08:51
Qi Wu,Peng Wang,Wenwu ZhuProvides the first comprehensive survey of and handbook on visual question answering (VQA).Is self-contained and reader-friendly: ranging from basic ML and NLP concepts and theory, to details of VQA a作者: jovial 時間: 2025-3-22 15:32 作者: 為敵 時間: 2025-3-22 18:17
Advanced Models for?Video Question Answeringexist beyond this framework, which exhibit fine architectures and performances. In this chapter, we categorize these methods into four categories, i.e., ., .?and . and discuss the characteristics of these frameworks.作者: Dysplasia 時間: 2025-3-22 21:13
Advances in Computer Vision and Pattern Recognitionhttp://image.papertrans.cn/v/image/983777.jpg作者: DEAWL 時間: 2025-3-23 01:35
https://doi.org/10.1007/978-981-19-0964-1Visual Question Answering; VQA; Image-based Question Answering; Vision-and-Language; Deep Learning作者: 灌溉 時間: 2025-3-23 08:52 作者: Postmenopause 時間: 2025-3-23 12:42 作者: prick-test 時間: 2025-3-23 16:04 作者: 秘密會議 時間: 2025-3-23 18:03
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhue it are also discussed. Some examples highlighting the enhanced photocatalytic activity in different applications are presented. The chapter concludes with a look to the future, and the importance of continuing research and deployment in photocatalytic processes to unlock their full potential in me作者: disrupt 時間: 2025-3-24 01:47 作者: DOSE 時間: 2025-3-24 02:33
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhu graphene, which allows to achieve good dispersion and can be incorporated in both hydrophilic and hydrophobic polymers, is also systematically employed [7–9]. The creation of polymer nanocomposites with functionalized graphene overcomes many significant obstacles posed by filler inclusion deteriora作者: 運動的我 時間: 2025-3-24 08:22
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhugraphic results with external observations such as radiosondes and GNSS radio-occultations from Metop-A & -B satellites. The results show that tomography is producing wetter conditions than the reference. However, we can see the precursor information of the initiation of deep convection in the groun作者: liaison 時間: 2025-3-24 13:20
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhuher constituents of starch are phosphorus, fatty acids, proteins, and some inorganic compounds. (Rath and Sahoo in Miner Process Extr Metall Rev 00:1–14, 2020; Kar et al. in Miner Eng 49:1–6, 2013). AM and AP are polysaccharides comprising α-glucose monomers linked in a 1,4 configuration. AM is char作者: 優(yōu)雅 時間: 2025-3-24 16:59 作者: cunning 時間: 2025-3-24 19:50
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhuersion and reconversion stages are of paramount importance, considering that they are the cost drivers of the whole system. This work aims to address this gap by presenting a systematic methodology to technically analyse different hydrogen vectors. The systematic framework pointed out can be applied作者: semble 時間: 2025-3-25 02:24
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhupertension were observed among Chinese population, but the evidence on associations of green spaces with other CVD outcomes was limited and not conclusive. However, most of the primary studies had one or more limitations in methodology, such as cross-sectional designs. Thus, more well-designed studi作者: obstruct 時間: 2025-3-25 05:12
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhu of the ILO Gender Mainstreaming Strategies; and iii) Gender Equality Plans already integrated in the EU system for funding research. A critical analysis of the aptitude of these solutions to make more gender sensitive, from a labour perspective, the EU green funding system is offered in the final p作者: 聯(lián)邦 時間: 2025-3-25 08:46
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhu, are already used in agriculture and have been shown to significantly alter soil microbial communities. This chapter addresses the significance of various organic fertilizers on soil microbial communities’ diversity, richness, and abundance as well as their effects on nutrient cycling, particularly作者: 樂意 時間: 2025-3-25 14:52 作者: 學(xué)術(shù)討論會 時間: 2025-3-25 15:58 作者: 支形吊燈 時間: 2025-3-25 20:43 作者: 畫布 時間: 2025-3-26 00:42
2191-6586 om basic ML and NLP concepts and theory, to details of VQA a.Visual Question Answering (VQA) usually combines visual inputs like image and video with a natural language question concerning the input and generates a natural language answer as the output.?This is by nature a multi-disciplinary researc作者: Pander 時間: 2025-3-26 07:35 作者: 沙漠 時間: 2025-3-26 09:23 作者: ensemble 時間: 2025-3-26 14:40 作者: 教育學(xué) 時間: 2025-3-26 19:14 作者: 享樂主義者 時間: 2025-3-26 21:36 作者: HAWK 時間: 2025-3-27 01:45
Referring Expression Comprehensionscribe this task and subsequently introduce prevalent datasets proposed for REC tasks such as the RefCOCO, RefCOCO+ and RefCOCOg datasets. Finally, we classify the methods in the REC domain into three main categories: two-stage models, one-stage models and reasoning process comprehension.作者: 影響帶來 時間: 2025-3-27 05:17
Question Answering (QA) Basicser, we discuss the QA task from the following aspects: rule-based methods, information retrieval-based methods, neural semantic parsing-based methods and approaches taking knowledge base into account.作者: 土坯 時間: 2025-3-27 09:51 作者: 描繪 時間: 2025-3-27 14:39
Text-Based VQAxtVQA [.], ST-VQA [.] and OCR-VQA [.]. Subsequently, we describe an important tool (OCR) that is a prerequisite for the reasoning process, as texts must be first recognized. Next, we select 3 representative and effective models to address this problem and describe them in a sequential manner.作者: Invertebrate 時間: 2025-3-27 19:57 作者: Tonometry 時間: 2025-3-28 00:10 作者: 西瓜 時間: 2025-3-28 03:43 作者: 金桌活畫面 時間: 2025-3-28 09:50 作者: 偽善 時間: 2025-3-28 13:47 作者: mighty 時間: 2025-3-28 16:56
Video Representation Learningion understanding in videos and video question answering. Video representations can be categorized into handcrafted local features and deep-learned features. Handcrafted local features are video features extracted by handcrafted formulas, and deep-learned features are extracted automatically through作者: 我悲傷 時間: 2025-3-28 21:15 作者: Certainty 時間: 2025-3-29 00:37
Advanced Models for?Video Question Answeringexist beyond this framework, which exhibit fine architectures and performances. In this chapter, we categorize these methods into four categories, i.e., ., .?and . and discuss the characteristics of these frameworks.作者: Oafishness 時間: 2025-3-29 05:34
Embodied VQAquested. Several sub-tasks are proposed to achieve this goal in sequential manner, e.g. Vision-and-Language Navigation requires the intelligent agent to follow detailed instructions with visual perception, Remote object localization?gives the agent shorter and more abstract instructions, Embodied QA作者: Campaign 時間: 2025-3-29 07:27 作者: gratify 時間: 2025-3-29 15:17
Text-Based VQA Texts that can be recognized by optical character recognition (OCR) tools provide considerably more useful and high-level semantic information, such as the street name, product brand and prices, which is not available in any other forms in the scene. Interpreting this written information in human e作者: 拍翅 時間: 2025-3-29 18:27
Visual Dialogueestions and histories to answer questions. To accomplish this task, the machine must exhibit the abilities of perception, multimodal reasoning, relationship mining and visual coreference resolution. In this chapter, we briefly describe the challenges associated with this method and introduce the two作者: atrophy 時間: 2025-3-29 21:51 作者: Working-Memory 時間: 2025-3-29 23:58
Book 2022es a natural language answer as the output.?This is by nature a multi-disciplinary research problem, involving computer vision (CV), natural language processing (NLP), knowledge representation and reasoning (KR), etc...Further, VQA is an ambitious undertaking, as it must overcome the challenges of g作者: Liberate 時間: 2025-3-30 06:08 作者: Iatrogenic 時間: 2025-3-30 08:32
Medical VQAe the prevalent methods for Medical VQA tasks in detail. These methods can be classified into three categories based on their main characteristics: classical VQA methods, meta-learning methods and BERT-based methods for Medical VQA.作者: 饑荒 時間: 2025-3-30 14:45 作者: 欲望小妹 時間: 2025-3-30 17:40
Qi Wu,Peng Wang,Xin Wang,Xiaodong He,Wenwu Zhufordert das überdenken des Selbstverst?ndnisses von Umweltpolitik. In dem Beitrag wird daher das Konzept der Umweltgovernance im Sinne einer Governance für eine nachhaltige Gesellschaftstransformation erweitert. Zun?chst werden Merkmale der Nachhaltigkeitsgovernance beschrieben, n?mlich ihre territo作者: kindred 時間: 2025-3-30 23:24 作者: Bureaucracy 時間: 2025-3-31 01:51 作者: ARK 時間: 2025-3-31 07:09
