Incrementally learning new information from a non-stationary stream of data, referred to as ‘continual learning’, is a key feature of natural intelligence, but a challenging problem for deep neural networks. In recent years, numerous deep learning meth
To help address this, we describe three fundamental types, or 'scenarios', of continual learning: task-incremental, domain-incremental and class-incremental learning. Each of these scenarios has its own set of challenges. To illustrate this, we provide a comprehensive empirical comparison of ...
In contrast, the relative salience of common and distinctive features is reversed for pic- torial stimuli and for tasks that emphasize encoding over memory (perceptual). Gati and Tversky (1984, 1987) predict that dissimilarity judgments will be based less on common features and more on distinctive...
Applauds presentation of career development information in counseling psychology in January 1992 issue of "The Counseling Psychologist," noting the issue i... RG Weigel,DH Lamb - 《Counseling Psychologist》 被引量: 2发表: 1992年 Only twodomains, not three: changing views on the tree of life ...
Introduction: Deficiency of adenosine deaminase 2 (DADA2) is an autosomal recessive autoinflammatory disease resulting from a loss-of-function mutation in CERC1 gene encoding for ADA2 protein. The patients present with systemic inflammation and vasculopathy. Objectives: We aimed to present the character...
Spearing, Textual Subjectivity: The Encoding of Subjectivity in Medieval Narratives and Lyrics (Oxford: Oxford University Press, 2005). 105Chapter 3. The Prosaics of ProcessYet another type of processual work, typically non-narrative, expands from within. Instead of adding parts to the end, ...
for a face encoding task17. Fewer studies have examined other modulators of task difficulty, although42established that low-frequency BOLD power increases over time during resting-state, which may lead to increasedH, and is potentially due to increased subject drowsiness. In addition15, reportedincre...
The paper introduces the relics of the historic blocks with"Three Streets and Two Lanes"including the relics preserving units and intangible cultural heritages,undertakes the comprehensive evaluation of the tangible and intangible cultural heritages of the three streets and two lanes in Nanning by establ...
Context learning is compatible with the Cohen and Eichenbaum theory of flexible memory (Cohen, '84; Eichenbaum et al., '92). Hirsh places the use of context at the center of proper encoding and recall of long-term memory. Context specifies the location of long-term memory storage. In ...
Drawing on techniques from the field of algebraic topology, we describe a mathematically well-studied generalization of graphs called simplicial complexes as an alternative, often preferred method for encoding non-dyadic relationships (Fig. 4). Different types of complexes can be used to encode co-fi...