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SLIP: Self-supervision meets Language-Image Pre-training
European Conference on Computer Vision, 2021Recent work has shown that self-supervised pre-training leads to improvements over supervised learning on challenging visual recognition tasks. CLIP, an exciting new approach to learning with language supervision, demonstrates promising performance on a ...
Norman Mu+3 more
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Prototype Augmentation and Self-Supervision for Incremental Learning
Computer Vision and Pattern Recognition, 2021Despite the impressive performance in many individual tasks, deep neural networks suffer from catastrophic forgetting when learning new tasks incrementally.
Fei Zhu+4 more
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When verifiable performance measures are imperfect, organizations often resort to subjective performance pay. This may give supervisors the power to direct employees towards tasks that mainly benefit the supervisor rather than the organization. We cast a principal-supervisor-agent model in a multitask setting, where the supervisor has an intrinsic ...
Josse Delfgaauw, Michiel Souverijn
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Supervision and Supervision of Supervision, One Perspective [PDF]
This paper provides one perspective on the theory, structure and process of supervision and supervision of supervision. A case study is provided of the supervision process with one trainee over a six month period of training during which the supervisor also received live supervision of supervision.
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Consequences of Abusive Supervision
, 2000Drawing on justice theory, the author examined the consequences of abusive supervisor behavior. As expected, subordinates who perceived their supervisors were more abusive were more likely to quit their jobs. For subordinates who remained with their jobs,
B. Tepper
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