Supervised object detection schemes use fully annotated training data, which is fairly expensive to constitute.Whereas, weakly supervised object detection (WSOD) uses only image-level annotations for training which are much simpler to acquire.WSOD is a challenging task since it aims to learn object localization and detection with image-level labels
Excerpt: What should doctoral level education prepare students to do? The ability to Ornithine successfully carry out an independent research project has long been thought of as the primary, and perhaps the sole criterion for obtaining a Ph.D.In recent years, increasingly, candidates for academic employment are being asked about their teaching expe
Vegetation is a fundamental component of terrestrial ecosystems, and accurately assessing the effects of seasonal climate variations, extreme weather events, and OPTIONS_HIDDEN_PRODUCT land use changes on vegetation dynamics is crucial.The Ganjiang River Basin (GRB), a key region for water conservation and recharge in southeastern China, has experi
Immunotherapy has greatly enhanced the effectiveness of cancer treatments, but the efficacy of many current immunotherapies is still limited by the tumor-suppressive immune microenvironment.Multiple studies have shown that activating the stimulation of IFN genes (STING) pathway and inducing innate immunity can significantly impact the tumor immune