Papers
Sun 4 Jul 2021
67 papers
- Sentence-level Online Handwritten Chinese Character Recognition
- Online Hashing with Similarity Learning
- DEAP-FAKED: Knowledge Graph based Approach for Fake News Detection
- Mutation is all you need
- Generalisation in Neural Networks Does not Require Feature Overlap
- Relational graph convolutional networks for predicting blood-brain barrier penetration of drug molecules
- Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface
- DebiasedDTA: A Framework for Improving the Generalizability of Drug-Target Affinity Prediction Models
- Attribute reduction and rule acquisition of formal decision context based on two new kinds of decision rules
- FedFog: Network-Aware Optimization of Federated Learning over Wireless Fog-Cloud Systems
- Controllable cardiac synthesis via disentangled anatomy arithmetic
- KAISA: An Adaptive Second-Order Optimizer Framework for Deep Neural Networks
- Latent structure blockmodels for Bayesian spectral graph clustering
- Protected probabilistic classification
- Rates of Estimation of Optimal Transport Maps using Plug-in Estimators via Barycentric Projections
- Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
- Autoencoder based Randomized Learning of Feedforward Neural Networks for Regression
- Towards Scheduling Federated Deep Learning using Meta-Gradients for Inter-Hospital Learning
- Randomized Neural Networks for Forecasting Time Series with Multiple Seasonality
- Data-Driven Learning of Feedforward Neural Networks with Different Activation Functions
- End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline
- Bag of Instances Aggregation Boosts Self-supervised Distillation
- Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning
- COVID-VIT: Classification of COVID-19 from CT chest images based on vision transformer models
- Low-Dimensional State and Action Representation Learning with MDP Homomorphism Metrics
- Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory
- Low Dimensional State Representation Learning with Robotics Priors in Continuous Action Spaces
- Learning Bayesian Networks through Birkhoff Polytope: A Relaxation Method
- Class Introspection: A Novel Technique for Detecting Unlabeled Subclasses by Leveraging Classifier Explainability Methods
- IITP at WAT 2021: System description for English-Hindi Multimodal Translation Task
- Attribute-aware Explainable Complementary Clothing Recommendation
- Efficient Explanations for Knowledge Compilation Languages
- Learning ODEs via Diffeomorphisms for Fast and Robust Integration
- A Theoretical Analysis of Fine-tuning with Linear Teachers
- From Live to Recording: Consumer Demand and Response to Price Across the Livestreaming Lifecycle
- Machine Learning for Malware Evolution Detection
- Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes
- The Composability of Intermediate Values in Composable Inductive Programming
- Auxiliary-Classifier GAN for Malware Analysis
- Deep Edge-Aware Interactive Colorization against Color-Bleeding Effects
- A Typology of Data Anomalies
- Survey: Leakage and Privacy at Inference Time
- A Comparison of the Delta Method and the Bootstrap in Deep Learning Classification
- Domain Adaptation for Sentiment Analysis Using Increased Intraclass Separation
- Learning in nonatomic games, Part I: Finite action spaces and population games
- Coarse-to-Careful: Seeking Semantic-related Knowledge for Open-domain Commonsense Question Answering
- Deep Gaussian Process Emulation using Stochastic Imputation
- CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction
- Similarity-Aware Fusion Network for 3D Semantic Segmentation
- Arabic Code-Switching Speech Recognition using Monolingual Data
- Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model
- Cross-Modal Transformer-Based Neural Correction Models for Automatic Speech Recognition
- Random Neural Networks in the Infinite Width Limit as Gaussian Processes
- Certifiably Robust Interpretation via Renyi Differential Privacy
- Smoothed Differential Privacy
- Direct Measure Matching for Crowd Counting
- Leveraging Graph and Deep Learning Uncertainties to Detect Anomalous Trajectories
- Unified Autoregressive Modeling for Joint End-to-End Multi-Talker Overlapped Speech Recognition and Speaker Attribute Estimation
- SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from UAV Images
- Robust End-to-End Offline Chinese Handwriting Text Page Spotter with Text Kernel
- Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors
- Persian-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation
- Learning Complex Users' Preferences for Recommender Systems
- Incorporating Reachability Knowledge into a Multi-Spatial Graph Convolution Based Seq2Seq Model for Traffic Forecasting
- COVID-Rate: An Automated Framework for Segmentation of COVID-19 Lesions from Chest CT Scans
- AdaL: Adaptive Gradient Transformation Contributes to Convergences and Generalizations
- Introducing Self-Attention to Target Attentive Graph Neural Networks