Papers
Sat 9 Jan 2021
40 papers
- Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension TreatmentOffline RL and imitation learning from data → Safe offline RL
- Tracking Short-Term Temporal Linguistic Dynamics to Characterize Candidate Therapeutics for COVID-19 in the CORD-19 Corpus
- Towards Domain Invariant Single Image Dehazing
- GnetSeg: Semantic Segmentation Model Optimized on a 224mW CNN Accelerator Chip at the Speed of 318FPS
- Eating Garlic Prevents COVID-19 Infection: Detecting Misinformation on the Arabic Content of Twitter
- Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation
- Quantum Generative Models for Small Molecule Drug Discovery
- Are We There Yet? Learning to Localize in Embodied Instruction Following
- Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods
- Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies
- Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study
- Context-Aware Target Apps Selection and Recommendation for Enhancing Personal Mobile Assistants
- Generate Natural Language Explanations for Recommendation
- Task Adaptive Pretraining of Transformers for Hostility Detection
- Opportunities of Federated Learning in Connected, Cooperative and Automated Industrial Systems
- Learning Better Sentence Representation with Syntax Information
- Land Use Detection & Identification using Geo-tagged Tweets
- Interpretable Multiple Treatment Revenue Uplift Modeling
- Pushing the Envelope of Thin Crack Detection
- SARS-Cov-2 RNA Sequence Classification Based on Territory Information
- FakeBuster: A DeepFakes Detection Tool for Video Conferencing Scenarios
- A Reconfigurable Convolution-in-Pixel CMOS Image Sensor Architecture
- LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
- An Unsupervised Normalization Algorithm for Noisy Text: A Case Study for Information Retrieval and Stance Detection
- Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus
- FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data
- Estimation of Missing Data in Intelligent Transportation System
- Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning
- Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media
- Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing
- How to Train Your Energy-Based Models
- Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition
- Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep Learning
- Investigating the Effect of Sensor Modalities in Multi-Sensor Detection-Prediction Models
- Identifying Human Edited Images using a CNN
- Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for MANETs
- Exploring Adversarial Fake Images on Face Manifold
- HypoSVI: Hypocenter inversion with Stein variational inference and Physics Informed Neural Networks
- A Gamification of Japanese Dependency Parsing
- SyReNN: A Tool for Analyzing Deep Neural Networks