Papers
Tue 16 Mar 2021
114 papers
- Building Safer Autonomous Agents by Leveraging Risky Driving Behavior KnowledgeEnd-to-end autonomous driving → Reinforcement learning for driving
- Goal-constrained Sparse Reinforcement Learning for End-to-End DrivingEnd-to-end autonomous driving → Reinforcement learning for driving
- Adversarial Driving: Attacking End-to-End Autonomous DrivingEnd-to-end autonomous driving → Adversarial scenarios and safety testing
- Manipulator-Independent Representations for Visual ImitationOffline RL and imitation learning from data → Robot manipulation imitation learning
- The Influence of Dropout on Membership Inference in Differentially Private ModelsLLM safety and security → Membership inference attacks
- A New Autoregressive Neural Network Model with Command Compensation for Imitation Learning Based on Bilateral ControlOffline RL and imitation learning from data → Robot manipulation imitation learning
- Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language ModelsMultimodal LLMs / vision-language models → VLM benchmarks and visual reasoning
- Machine-Learning Classification of Closed and Open Radiating Wires from Near Magnetic or Electric Field Scan Images
- RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity
- Selective Survey: Most Efficient Models and Solvers for Integrative Multimodal Transport
- A Survey on Predicting the Factuality and the Bias of News Media
- Stochastic Bandits for Multi-platform Budget Optimization in Online Advertising
- Machine learning initialization to accelerate Stokes profile inversions
- Towards physically consistent data-driven weather forecasting: Integrating data assimilation with equivariance-preserving deep spatial transformers
- Generation of Realistic Cloud Access Times for Mobile Application Testing using Transfer Learning
- Digital Peter: Dataset, Competition and Handwriting Recognition Methods
- Deep Time Series Models for Scarce Data
- Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks
- K-expectiles clustering
- SoWaF: Shuffling of Weights and Feature Maps: A Novel Hardware Intrinsic Attack (HIA) on Convolutional Neural Network (CNN)
- Graph Convolutional Network for Swahili News Classification
- Using a Personal Health Library-Enabled mHealth Recommender System for Self-Management of Diabetes Among Underserved Populations: Use Case for Knowledge Graphs and Linked Data
- The impact of data volume on performance of deep learning based building rooftop extraction using very high spatial resolution aerial images
- Colorectal Cancer Segmentation using Atrous Convolution and Residual Enhanced UNet
- Algorithmic Challenges in Ensuring Fairness at the Time of Decision
- Co-Generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled Data
- Learning Hyperbolic Representations of Topological Features
- Martingale Methods for Sequential Estimation of Convex Functionals and Divergences
- Bio-inspired Robustness: A Review
- No Intruder, no Validity: Evaluation Criteria for Privacy-Preserving Text Anonymization
- The Rise and Fall of Fake News sites: A Traffic Analysis
- Lyapunov Barrier Policy Optimization
- Design and Development of Autonomous Delivery Robot
- Back to the Feature: Learning Robust Camera Localization from Pixels to Pose
- ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data
- A Multilingual African Embedding for FAQ Chatbots
- Conceptual Text Region Network: Cognition-Inspired Accurate Scene Text Detection
- Deep learning: a statistical viewpoint
- Monocular Multi-Layer Layout Estimation for Warehouse Racks
- Ternary Hashing
- Interpretable Deep Learning for the Remote Characterisation of Ambulation in Multiple Sclerosis using Smartphones
- LRGNet: Learnable Region Growing for Class-Agnostic Point Cloud Segmentation
- Learning to Shape Rewards using a Game of Two Partners
- Leveraging Recent Advances in Deep Learning for Audio-Visual Emotion Recognition
- Simultaneous Multi-View Camera Pose Estimation and Object Tracking with Square Planar Markers
- QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection
- Learning to increase matching efficiency in identifying additional b-jets in the tbartbbarb process
- Structural Adapters in Pretrained Language Models for AMR-to-text Generation
- Balancing Biases and Preserving Privacy on Balanced Faces in the Wild
- Is it enough to optimize CNN architectures on ImageNet?
- Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification
- Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection
- Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation
- Cognitive architecture aided by working-memory for self-supervised multi-modal humans recognition
- Map completion from partial observation using the global structure of multiple environmental maps
- Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations
- Inclined Quadrotor Landing using Deep Reinforcement Learning
- Invertible Residual Network with Regularization for Effective Medical Image Segmentation
- Combining Planning and Learning of Behavior Trees for Robotic Assembly
- Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain
- A Large-Scale Dataset for Benchmarking Elevator Button Segmentation and Character Recognition
- Repurposing Pretrained Models for Robust Out-of-domain Few-Shot Learning
- Missing Cone Artifacts Removal in ODT using Unsupervised Deep Learning in Projection Domain
- Intelligent colocation of HPC workloads
- Dense Interaction Learning for Video-based Person Re-identification
- PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos
- Hebbian Semi-Supervised Learning in a Sample Efficiency Setting
- Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning
- SoK: Privacy-Preserving Collaborative Tree-based Model Learning
- Hierarchical Reinforcement Learning Framework for Stochastic Spaceflight Campaign Design
- Dual Side Deep Context-aware Modulation for Social Recommendation
- TLSAN: Time-aware Long- and Short-term Attention Network for Next-item Recommendation
- Modulating Localization and Classification for Harmonized Object Detection
- Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational Modeling
- Covid-19 Discourse on Twitter: How the Topics, Sentiments, Subjectivity, and Figurative Frames Changed Over Time
- Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties
- Unsupervised anomaly detection in digital pathology using GANs
- Reweighting Augmented Samples by Minimizing the Maximal Expected Loss
- Combining Morphological and Histogram based Text Line Segmentation in the OCR Context
- EADNet: Efficient Asymmetric Dilated Network for Semantic Segmentation
- BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation
- Differentiable Learning Under Triage
- Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation
- Distributed Deep Learning Using Volunteer Computing-Like Paradigm
- KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph
- LabelGit: A Dataset for Software Repositories Classification using Attributed Dependency Graphs
- Quick Learning Mechanism with Cross-Domain Adaptation for Intelligent Fault Diagnosis
- Automatic Intent-Slot Induction for Dialogue Systems
- Learning without gradient descent encoded by the dynamics of a neurobiological model
- Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling
- Learned Gradient Compression for Distributed Deep Learning
- Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar
- Gumbel-Attention for Multi-modal Machine Translation
- Adversarial YOLO: Defense Human Detection Patch Attacks via Detecting Adversarial Patches
- Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions
- Multi-Robot Routing with Time Windows: A Column Generation Approach
- GSVNet: Guided Spatially-Varying Convolution for Fast Semantic Segmentation on Video
- Skeleton Aware Multi-modal Sign Language Recognition
- Towards Indirect Top-Down Road Transport Emissions Estimation
- Semi-Supervised Graph-to-Graph Translation
All 114
- GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks
- EX-RAY: Distinguishing Injected Backdoor from Natural Features in Neural Networks by Examining Differential Feature Symmetry
- A Novel Paper Recommendation Method Empowered by Knowledge Graph: for Research Beginners
- Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport
- Robustly Optimized and Distilled Training for Natural Language Understanding
- Track to Detect and Segment: An Online Multi-Object Tracker
- Parareal Neural Networks Emulating a Parallel-in-time Algorithm
- Flow-based Self-supervised Density Estimation for Anomalous Sound Detection
- Predicting Opioid Use Disorder from Longitudinal Healthcare Data using Multi-stream Transformer
- Data-driven Thermal Anomaly Detection for Batteries using Unsupervised Shape Clustering
- Fairness and Transparency in Recommendation: The Users' Perspective
- LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval
- dictNN: A Dictionary-Enhanced CNN Approach for Classifying Hate Speech on Twitter
- Unconstrained Face-Mask & Face-Hand Datasets: Building a Computer Vision System to Help Prevent the Transmission of COVID-19