Papers
Wed 17 Mar 2021
120 papers
- Transformer-based ASR Incorporating Time-reduction Layer and Fine-tuning with Self-Knowledge DistillationKnowledge distillation → Speech and audio distillation
- Infinite-Horizon Offline Reinforcement Learning with Linear Function Approximation: Curse of Dimensionality and AlgorithmOffline RL and imitation learning from data → Offline RL algorithms
- Weakly Supervised Reinforcement Learning for Autonomous Highway Driving via Virtual Safety CagesEnd-to-end autonomous driving → Reinforcement learning for driving
- Regularized Behavior Value EstimationOffline RL and imitation learning from data → Offline RL algorithms
- An unsupervised machine-learning checkpoint-restart algorithm using Gaussian mixtures for particle-in-cell simulations
- A Novel Solution of Using Mixed Reality in Bowel and Oral and Maxillofacial Surgical Telepresence: 3D Mean Value Cloning algorithm
- FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface
- Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction
- A Comprehensive Survey of Scene Graphs: Generation and Application
- NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition
- Capturing Knowledge of Emerging Entities From Extended Search Snippets
- A Survey of Hybrid Human-Artificial Intelligence for Social Computing
- Towards an Open Global Air Quality Monitoring Platform to Assess Children's Exposure to Air Pollutants in the Light of COVID-19 Lockdowns
- From Digital Humanities to Quantum Humanities: Potentials and Applications
- Self-Organizing mmWave MIMO Cell-Free Networks With Hybrid Beamforming: A Hierarchical DRL-Based Design
- NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform
- Improved, Deterministic Smoothing for L_1 Certified Robustness
- Augmenting Supervised Learning by Meta-learning Unsupervised Local Rules
- Learning to Resize Images for Computer Vision Tasks
- Understanding Generalization in Adversarial Training via the Bias-Variance Decomposition
- IRLI: Iterative Re-partitioning for Learning to Index
- Fast and High-Quality Blind Multi-Spectral Image Pansharpening
- Machine Vision based Sample-Tube Localization for Mars Sample Return
- Impact of Facial Tattoos and Paintings on Face Recognition Systems
- Advancing RNN Transducer Technology for Speech Recognition
- Encrypted Linear Contextual Bandit
- From Plenipotentiary to Puddingless: Users and Uses of New Words in Early English Letters
- SHARP: Environment and Person Independent Activity Recognition with Commodity IEEE 802.11 Access Points
- Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?
- The Untapped Potential of Off-the-Shelf Convolutional Neural Networks
- A Survey on Spatio-temporal Data Analytics Systems
- Hierarchical Attention-based Age Estimation and Bias Estimation
- Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking
- Bias-Free FedGAN: A Federated Approach to Generate Bias-Free Datasets
- Value-aware Approximate Attention
- TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL
- An Overflow/Underflow-Free Fixed-Point Bit-Width Optimization Method for OS-ELM Digital Circuit
- Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery
- Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study
- ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity
- HAMIL: Hierarchical Aggregation-Based Multi-Instance Learning for Microscopy Image Classification
- Conformalized Survival Analysis
- Gradient Projection Memory for Continual Learning
- Near Optimal Policy Optimization via REPS
- Aggregated Multi-GANs for Controlled 3D Human Motion Prediction
- Diversified Multiscale Graph Learning with Graph Self-Correction
- On the Whitney near extension problem, BMO, alignment of data, best approximation in algebraic geometry, manifold learning and their beautiful connections: A modern treatment
- Deep Learning-based Extreme Heatwave Forecast
- Training GANs with Stronger Augmentations via Contrastive Discriminator
- Few-Shot Visual Grounding for Natural Human-Robot Interaction
- Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation
- Interpretable Distance Metric Learning for Handwritten Chinese Character Recognition
- Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss
- Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer
- The Human Evaluation Datasheet 1.0: A Template for Recording Details of Human Evaluation Experiments in NLP
- What's in My LiDAR Odometry Toolbox?
- Reachable Distance Function for KNN Classification
- ShipSRDet: An End-to-End Remote Sensing Ship Detector Using Super-Resolved Feature Representation
- Single Underwater Image Restoration by Contrastive Learning
- Generating Annotated Training Data for 6D Object Pose Estimation in Operational Environments with Minimal User Interaction
- Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias
- Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions
- Multimodal End-to-End Sparse Model for Emotion Recognition
- Set-to-Sequence Methods in Machine Learning: a Review
- UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model
- SILT: Efficient transformer training for inter-lingual inference
- Inferred vs traditional personality assessment: are we predicting the same thing?
- Evaluation of soccer team defense based on prediction models of ball recovery and being attacked: A pilot study
- Code Word Detection in Fraud Investigations using a Deep-Learning Approach
- DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R
- On the Role of Images for Analyzing Claims in Social Media
- Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots
- Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA
- An Efficient Method for the Classification of Croplands in Scarce-Label Regions
- Theoretical bounds on data requirements for the ray-based classification
- The U-Net based GLOW for Optical-Flow-free Video Interframe Generation
- Modeling differential rates of aging using routine laboratory data; Implications for morbidity and health care expenditure
- A Practical Guide to Multi-Objective Reinforcement Learning and Planning
- Endangered Languages are not Low-Resourced!
- Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Images
- Multi-channel Deep Supervision for Crowd Counting
- ENCONTER: Entity Constrained Progressive Sequence Generation via Insertion-based Transformer
- Towards Few-Shot Fact-Checking via Perplexity
- Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots
- Meta-learning of Pooling Layers for Character Recognition
- Implicit Normalizing Flows
- Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones
- Investigating Monolingual and Multilingual BERTModels for Vietnamese Aspect Category Detection
- CNN Model & Tuning for Global Road Damage Detection
- Sample-based Federated Learning via Mini-batch SSCA
- PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning
- Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs
- Revisiting the Loss Weight Adjustment in Object Detection
- Disentangled Cycle Consistency for Highly-realistic Virtual Try-On
- Virtual Dress Swap Using Landmark Detection
- STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech
- Learning with Group Noise
- You Only Look One-level Feature
- Learning Discriminative Prototypes with Dynamic Time Warping
- Prediction-assistant Frame Super-Resolution for Video Streaming
All 120
- Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection
- Improved Deep Classwise Hashing With Centers Similarity Learning for Image Retrieval
- HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks
- Pose-GNN : Camera Pose Estimation System Using Graph Neural Networks
- Efficient Bayesian Optimization using Multiscale Graph Correlation
- OGB-LSC: A Large-Scale Challenge for Machine Learning on Graphs
- Escaping Saddle Points in Distributed Newton's Method with Communication Efficiency and Byzantine Resilience
- YOLOStereo3D: A Step Back to 2D for Efficient Stereo 3D Detection
- Fairness-aware Outlier Ensemble
- Toward Neural-Network-Guided Program Synthesis and Verification
- Contrastive Learning of Musical Representations
- WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting
- Collapsible Linear Blocks for Super-Efficient Super Resolution
- In-air Knotting of Rope using Dual-Arm Robot based on Deep Learning
- Pros and Cons of GAN Evaluation Measures: New Developments
- Triplet-Watershed for Hyperspectral Image Classification
- The planted matching problem: Sharp threshold and infinite-order phase transition
- SPICE: Semantic Pseudo-labeling for Image Clustering
- Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network
- Semi-Supervised Learning for Eye Image Segmentation