Papers
Sun 16 Jan 2022
57 papers
- Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring
- From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction
- Temporal Knowledge Graph Completion: A Survey
- Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health
- Towards holistic scene understanding: Semantic segmentation and beyond
- Do not rug on me: Zero-dimensional Scam Detection
- Contrastive Pretraining for Echocardiography Segmentation with Limited Data
- YOLO -- You only look 10647 times
- Reconstruction of Incomplete Wildfire Data using Deep Generative Models
- Robust Scatterer Number Density Segmentation of Ultrasound Images
- Towards Sample-efficient Overparameterized Meta-learning
- The Ninth Advances in Cognitive Systems (ACS) Conference
- On Maximum-a-Posteriori estimation with Plug & Play priors and stochastic gradient descent
- Control of Dual-Sourcing Inventory Systems using Recurrent Neural Networks
- Temporal Relation Extraction with a Graph-Based Deep Biaffine Attention Model
- DeepCreativity: Measuring Creativity with Deep Learning Techniques
- An Edge Map based Ensemble Solution to Detect Water Level in Stream
- Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer
- Adversarial Machine Learning Threat Analysis and Remediation in Open Radio Access Network (O-RAN)
- Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?
- Bayesian Promised Persuasion: Dynamic Forward-Looking Multiagent Delegation with Informational Burning
- ALA: Naturalness-aware Adversarial Lightness Attack
- Neighborhood Region Smoothing Regularization for Finding Flat Minima In Deep Neural Networks
- PETS-SWINF: A regression method that considers images with metadata based Neural Network for pawpularity prediction on 2021 Kaggle Competition "PetFinder.my"
- Self-Supervision and Multi-Task Learning: Challenges in Fine-Grained COVID-19 Multi-Class Classification from Chest X-rays
- CISRNet: Compressed Image Super-Resolution Network
- A Taxonomy of Information Attributes for Test Case Prioritisation: Applicability, Machine Learning
- Pursuing 3D Scene Structures with Optical Satellite Images from Affine Reconstruction to Euclidean Reconstruction
- Sequential Recommendation via Stochastic Self-Attention
- Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection
- Natural Language Deduction through Search over Statement Compositions
- Toward Among-Device AI from On-Device AI with Stream Pipelines
- COLD: A Benchmark for Chinese Offensive Language Detection
- Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual
- Standby-Based Deadlock Avoidance Method for Multi-Agent Pickup and Delivery Tasks
- Memory-assisted prompt editing to improve GPT-3 after deployment
- GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation
- Hardware Implementation of Multimodal Biometric using Fingerprint and Iris
- Video Transformers: A Survey
- Instant Neural Graphics Primitives with a Multiresolution Hash Encoding
- Audio-Driven Talking Face Video Generation with Dynamic Convolution Kernels
- Exposing the Obscured Influence of State-Controlled Media: A Causal Estimation of Influence Between Media Outlets Via Quotation Propagation
- In Situ Answer Sentence Selection at Web-scale
- Double Retrieval and Ranking for Accurate Question Answering
- SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples
- Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters
- Lightweight Object-level Topological Semantic Mapping and Long-term Global Localization based on Graph Matching
- Fractional SDE-Net: Generation of Time Series Data with Long-term Memory
- Sparse Cross-scale Attention Network for Efficient LiDAR Panoptic Segmentation
- UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
- A Residual Encoder-Decoder Network for Segmentation of Retinal Image-Based Exudates in Diabetic Retinopathy Screening
- Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms
- Cross-Centroid Ripple Pattern for Facial Expression Recognition
- WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
- Global Regular Network for Writer Identification
- Universal Online Learning: an Optimistically Universal Learning Rule
- GradTail: Learning Long-Tailed Data Using Gradient-based Sample Weighting