Search Results for author:
Found 8 papers, 7 papers with code
Cycle convexity and the tunnel number of links
The hull number of $G$ in the cycle convexity, denoted by $hn_{cc}(G)$, is the cardinality of a smallest hull set of $G$.
Combinatorics Discrete Mathematics
How to Initialize your Network? Robust Initialization for WeightNorm & ResNets
Finally, we show that using our initialization in conjunction with learning rate warmup is able to reduce the gap between the performance of weight normalized and batch normalized networks.
Recurrent Neural Networks for Semantic Instance Segmentation
We present a recurrent model for semantic instance segmentation that sequentially generates binary masks and their associated class probabilities for every object in an image.
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks
We introduce the Skip RNN model which extends existing RNN models by learning to skip state updates and shortens the effective size of the computational graph.
More cat than cute? Interpretable Prediction of Adjective-Noun Pairs
This work aims at disentangling the contributions of the `adjectives' and `nouns' in the visual prediction of ANPs.
Disentangling Motion, Foreground and Background Features in Videos
This paper introduces an unsupervised framework to extract semantically rich features for video representation.
From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction
Visual multimedia have become an inseparable part of our digital social lives, and they often capture moments tied with deep affections.
Diving Deep into Sentiment: Understanding Fine-tuned CNNs for Visual Sentiment Prediction
Visual media are powerful means of expressing emotions and sentiments.
