Volume

By J. Vince. 2019

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Citations in the corpus

Supervised Contrastive Replay: Revisiting the Nearest Class Mean Classifier in Online Class-Incremental Continual Learning (2021, methodology): “The projection network of SCR is a Multi-Layer Perceptron (MLP) [17] with one hidden layer (ReLU) and an output size 128, and we set the temperature τ to 0.1.”
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts (2019, methodology): “All correlations are Spearman correlations (El-liott and Keller, 2014; Kilickaya et al., 2017), and signiﬁcance in the improvement between two met-rics’ correlations with human judgment is calculated using the Williams (1959) from –1 to 1.”
Interpretable Batch IRL to Extract Clinician Goals in ICU Hypotension Management. (2020, background): “Unfortunately, learning an accurate dynamics model in large state-action spaces and highly stochastic environments is challenging in general 19,21 and the fact that our observed trajectories span only a narrow part of the state-action space exacerbates our learning challenges.”
A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences (2017, background): “Similarly, [43] proposes a CNN for estimating 2D joints location.”
Results of the WMT21 Metrics Shared Task: Evaluating Metrics with Expert-based Human Evaluations on TED and News Domain (2021, methodology): “10 Previous editions of the metrics task used the Williams test (Williams, 1959), but we adopted PERM-BOTH because it is more general, and because Deutsch et al (2021) demonstrate that it has higher power.”
The Hadwiger Theorem on Convex Functions, I (2020, result): “Here classification results were obtained for SL(n) invariant valuations in [12, 13, 37, 38], the connection to valuations on convex bodies was explored in [3] and first structural results were established in [14,27,28].”