„… datasets with too little variability, there is a high risk of overfitting todataset specific features. A …” „… auxiliary tasks to learn a meaningfulembedding of the input data in the feature space or by defining …” „… source and a target domain (consisting ofdata or features and their marginal probability distribution …”

„… 2R E L AT E D WO R KThis chapter addresses the current state of the art regarding inverse dynamics …” „… sources of error arecapturing uncertainties and differentiation of motion states, measurement inaccuracies …” „… measurement of GRF/M. The optimization includes amodel of the prior probability of contact states to establish …”

„… momentof inertia of individual bodies are defined in a local coordinate frame connected to therespective …” „… thatrequires the initial states to match the constraints and involves either a transformation toordinary …” „… : Rm →N,x 7→ y. The vector x is either a rawdatum or a feature vector that has been extracted from the …”

„… choice of simple features such as the cell-states enables simple sensor data fusion schemes [Gre+14a …” „… the convolutional layer, pooling operates on a local environment of the feature map. Various …” „… by shifting the local environment of the input feature maps using a sliding window with a fixed step …”

„… 4 Network Architecture for Multi-task Feature Sharing An important design consideration for neural …” „… resolution of the feature maps computed by the pooling layers. Primarily, these design choices concern the …” „… network’s part, which generates the intermediate representations serving as features for the output …”

„… common that the context information has a global character, as opposed to local information that only …” „… that “context is the set of environmental states and settings that either determines an application’s …” „… adjustment of the executed driving strategy • Additional supplementary input features for other perception …”

„… examined such that the proper feature is selected for state vector association (Section 3.3.2). In some …” „… features in the rectangular object model is used in state vector association; association with the other …” „… feature for association. State vector association, described in Section 3.3.3, is then performed on the …”

„… is the classification vector and f is the feature vector. The set {x̂,P}, consisting of the state …” „… depicted with the states and features. where the features correspond to a corner or a side of the perceived …” „… , such as circles or polylines. As with the state vector, the feature vector should be extended if new …”

„… state estimate and its error covariance with sensor measurements. 4.1.1 Feature Extraction Unlike in …” „… been used in order to accumulate the shape of an object using a local object grid map such that feature …” „… during state vector association (see Section 3.3.2) is used. For the feature constellation cases “common …”

„… ., “Improved Object Tracking from Detailed Shape Estimation Using Object Local Grid Maps with Stereo,” in IEEE …” „… Medium Level Stereo Camera Data Providing Detailed Shape Estimation Using Local Grid Maps,” in IEEE …” „… ., “Following Dirt Roads at Night Time: Sensors and Features for Lane Recognition and Tracking,” in Proceedings …”

„… , achieving the redundancy and reliability required for automated driving. The front of the vehicle features …” „… evaluate the state estimation, existence probability and classification against a single known vehicle in …” „… single maneuver. The overtaking maneuver is shown in Figure 7.2. The progress of the state estimation …”

„… privacy features, the solution of up-per problems is crucial for the better competitiveness of the …” „… operator or additionallyreceived nodes kv. If overloaded it randomly selects n local hold nodes Kl ⊆ Kmgvso …” „… infinite size onthe local peer and a sender. The shipper takes ∆t Np packets from the bufferand sends them …”

„… warmperiod completely removed as an ”event of local evidence” [2]. Is IPCC an or-ganization with other then …” „… result in serious harm to the economy ofthe United States” [24].In other words: By unknown reasons in the …” „… per-fection. By state-restricted economy and the elimination of competition the custo-mer is forced to buy …”

„… depiction/discovery of three main states of the oscillatorsnamely, equilibrium, stationary, and chaotic states. The …” „… occurrenceof these states is predicted and controlled through a bifurcation ana-lysis. Using the bifurcation …” „… afore-mentioned states. In each state of the oscillators the image processingis carried out and the output images …”

„… support functional safety requirement Requirements Characteristic 5G system features/capabilities …” „… partnership project), new features are introduced to enable support for the smart manufacturing use cases …” „… Service (QoS) realization and other essential features for radio communication between base station and …”

„… important to detect spikes as early as possible and remove them. State of the art at the plant of TRIMET …” „… formation is a rare event, resulting in a highly imbalanced class distribution of spikes and normal state …” „… measurements were not affected by the spike problem. Iffert [4] states that in most cases when spikes were …”

„… accuracy is comparable to state-of-the-art algorithms even though the target is to optimize the …” „… as well. The technological state of the art (SoA) (plus regulations and standards) does not allow …” „… orientation or other kind of perturbations [10]. Highlevel feature extraction techniques such as deformable …”

„… operations) and over longer periods of time (e.g. for strategic planning). A key feature of the system is …” „… process variations, such as delays and other disturbances, to detect undesired plant states, process …” „… data connectors, the system retrieves data about the current state of the real plant for …”