Keyphrase Extraction as Sequence Labeling Task using Transformers
In this paper, we formulate keyphrase extraction from scholarly articles as a sequence labeling task solved using a BiLSTM-CRF, where …
PDF
Learning based Methods for Code Runtime Complexity Prediction
Predicting the runtime complexity of a programming code is an arduous task. In fact, even for humans, it requires a subtle analysis and …
PDF
MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance
Training a classification model on a dataset where the instances of one class outnumber those of the other class is a challenging …
PDF
Multi-Modal Association based Grouping for Form Structure Extraction
Document structure extraction has been a widely researched area for decades. Recent work in this direction has been deep …
PDF
Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks
Deep neural networks (DNNs) are powerful learning machines that have enabled breakthroughs in several domains. In this work, we …
PDF
ShapeVis: High-dimensional Data Visualization at Scale
We present ShapeVis, a scalable visualization technique for point cloud data inspired from topological data analysis. Our method …
PDF
SieveNet: A Unified Framework for Robust Image-based Virtual Try-On
Image-based virtual try-on for fashion has attracted considerable attention recently. The task requires trying on the desired clothing …
PDF
SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation
Few-shot segmentation (FSS) methods perform image segmentation for a particular object class in a target (query) image, using a small …
PDF
Towards A Unified Framework for Visual Compatibility Prediction
Visual compatibility prediction refers to the task of determining if a set of items go well together. Existing techniques for …
PDF
Harnessing the Vulnerability of Latent Layers in Adversarially Trained Models
Neural networks are vulnerable to adversarial attacks – small visually imperceptible crafted noise which when added to the input …
PDF