Papers
Sun 15 Aug 2021
72 papers
- HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language GenerationLLM reasoning → Knowledge- and tool-augmented reasoning
- Multi-granularity for knowledge distillationKnowledge distillation → General knowledge distillation methods
- Contrast Limited Adaptive Histogram Equalization (CLAHE) Approach for Enhancement of the Microstructures of Friction Stir Welded Joints
- Enterprise Architecture Model Transformation Engine
- Sonic: A Sampling-based Online Controller for Streaming Applications
- Deep Active Learning for Text Classification with Diverse Interpretations
- Measuring Wikipedia Article Quality in One Dimension by Extending ORES with Ordinal Regression
- Pattern Inversion as a Pattern Recognition Method for Machine Learning
- Improving the trustworthiness of image classification models by utilizing bounding-box annotations
- Spatio-temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19
- Maps Search Misspelling Detection Leveraging Domain-Augmented Contextual Representations
- Bayesian Parameter Estimations for Grey System Models in Online Traffic Speed Predictions
- Human Pose and Shape Estimation from Single Polarization Images
- A Fast Algorithm for Computing the Deficiency Number of a Mahjong Hand
- CONet: Channel Optimization for Convolutional Neural Networks
- EventHPE: Event-based 3D Human Pose and Shape Estimation
- The Proximal ID Algorithm
- Learning from Images: Proactive Caching with Parallel Convolutional Neural Networks
- Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping
- Asymmetric Bilateral Motion Estimation for Video Frame Interpolation
- Batched Thompson Sampling for Multi-Armed Bandits
- SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images
- Implicit Regularization of Bregman Proximal Point Algorithm and Mirror Descent on Separable Data
- What can Neural Referential Form Selectors Learn?
- SSH: A Self-Supervised Framework for Image Harmonization
- The Marine Debris Dataset for Forward-Looking Sonar Semantic Segmentation
- Deep Adversarially-Enhanced k-Nearest Neighbors
- Augmenting GRIPS with Heuristic Sampling for Planning Feasible Trajectories of a Car-Like Robot
- Event2Graph: Event-driven Bipartite Graph for Multivariate Time-series Anomaly Detection
- Online Continual Learning For Visual Food Classification
- Dilated Inception U-Net (DIU-Net) for Brain Tumor Segmentation
- NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach
- Occlusion-Aware Video Object Inpainting
- Optimal Scheduling of Isolated Microgrids Using Automated Reinforcement Learning-based Multi-period Forecasting
- Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading
- Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation
- A Cascaded Zoom-In Network for Patterned Fabric Defect Detection
- An Investigation of Replay-based Approaches for Continual Learning
- Learning Open-World Object Proposals without Learning to Classify
- SOTR: Segmenting Objects with Transformers
- Exploring Generalization Ability of Pretrained Language Models on Arithmetic and Logical Reasoning
- Development of the InBan_CIDO Ontology by Reusing the Concepts along with Detecting Overlapping Information
- A Two-Layer Near-Optimal Strategy for Substation Constraint Management via Home Batteries
- Effective and Efficient Graph Learning for Multi-view Clustering
- Towards Visual Explainable Active Learning for Zero-Shot Classification
- Self-supervised Contrastive Learning of Multi-view Facial Expressions
- Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time
- Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders
- Time delay estimation of traffic congestion propagation due to accidents based on statistical causality
- Towards Understanding Theoretical Advantages of Complex-Reaction Networks
- SPG: Unsupervised Domain Adaptation for 3D Object Detection via Semantic Point Generation
- Temporal Action Segmentation with High-level Complex Activity Labels
- Deepfake Representation with Multilinear Regression
- Reference Service Model for Federated Identity Management
- U-mesh: Human Correspondence Matching with Mesh Convolutional Networks
- Exploring Temporal Coherence for More General Video Face Forgery Detection
- Complex Knowledge Base Question Answering: A Survey
- Vector-Decomposed Disentanglement for Domain-Invariant Object Detection
- ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection
- Deep Geospatial Interpolation Networks
- CPNet: Cycle Prototype Network for Weakly-supervised 3D Renal Compartments Segmentation on CT Images
- Accurate, yet inconsistent? Consistency Analysis on Language Understanding Models
- HCR-Net: A deep learning based script independent handwritten character recognition network
- Semantic-embedded Unsupervised Spectral Reconstruction from Single RGB Images in the Wild
- Policy Evaluation and Temporal-Difference Learning in Continuous Time and Space: A Martingale Approach
- SamBaS: Sampling-Based Stochastic Block Partitioning
- Semi-supervised 3D Object Detection via Adaptive Pseudo-Labeling
- Few-Shot Fine-Grained Action Recognition via Bidirectional Attention and Contrastive Meta-Learning
- On Multi-Modal Learning of Editing Source Code
- SAPPHIRE: Approaches for Enhanced Concept-to-Text Generation
- Deep Algorithm Unrolling for Biomedical Imaging
- DEXTER: Deep Encoding of External Knowledge for Named Entity Recognition in Virtual Assistants