Deep Learning

Siva at WNUT-2020 Task 2: Fine-tuning Transformer Neural Networks for Identification of Informative Covid-19 Tweets EMNLP 2020 Skeleton-Based Action Recognition With Shift Graph Convolutional Network CVPR 2020 SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis ACL 2020 Sketch-BERT: Learning Sketch Bidirectional Encoder Representation From Transformers by Self-Supervised Learning of Sketch Gestalt CVPR 2020 Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework ACL 2020 Sketchformer: Transformer-Based Representation for Sketched Structure CVPR 2020 Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020 SketchyCOCO: Image Generation From Freehand Scene Sketches CVPR 2020 Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets ICLR 2020 SkipConvNet: Skip Convolutional Neural Network for Speech Dereverberation Using Optimally Smoothed Spectral Mapping Interspeech 2020 SK-Net: Deep Learning on Point Cloud via End-to-End Discovery of Spatial Keypoints AAAI 2020 Sky + Fire = Sunset. Exploring Parallels between Visually Grounded Metaphors and Image Classifiers ACL 2020 Slice-Aware Neural Ranking EMNLP 2020 Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations ICLR 2020 Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking EMNLP 2020 Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020 SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling EMNLP 2020 SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum ICLR 2020 SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection CVPR 2020 SmallBigNet: Integrating Core and Contextual Views for Video Classification CVPR 2020 Smart Contract Vulnerability Detection using Graph Neural Network IJCAI 2020 SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020 SMIX(λ): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning AAAI 2020 Smoothed Geometry for Robust Attribution NeurIPS 2020 SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations WACV 2020