No. 1: AAAI-21 Technical Tracks 1
AAAI Technical Track on Application Domains
Alternative Baselines for Low-Shot 3D Medical Image Segmentation—An Atlas Perspective
PDFDeepTrader: A Deep Reinforcement Learning Approach for Risk-Return Balanced Portfolio Management with Market Conditions Embedding
PDFDynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series
PDFAutomated Symbolic Law Discovery: A Computer Vision Approach
PDFHierarchically and Cooperatively Learning Traffic Signal Control
PDFDeep Partial Rank Aggregation for Personalized Attributes
PDFTowards Efficient Selection of Activity Trajectories based on Diversity and Coverage
PDFMinimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels
PDFBigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search
PDFGRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients
PDFWindow Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation
PDFA Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis
PDFOnline 3D Bin Packing with Constrained Deep Reinforcement Learning
PDFDEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems
PDFTowards Balanced Defect Prediction with Better Information Propagation
PDFMany-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification
PDFQueue-Learning: A Reinforcement Learning Approach for Providing Quality of Service
PDFResearch Reproducibility as a Survival Analysis
PDFDeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis
PDFCardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG
PDFStock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach
PDFContent Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent
PDFStatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling
PDFIntegrating Static and Dynamic Data for Improved Prediction of Cognitive Declines Using Augmented Genotype-Phenotype Representations
PDFGTA: Graph Truncated Attention for Retrosynthesis
PDFPhysics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models
PDFThe LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network
PDFEmbracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data
PDFOral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray
PDFTraffic Shaping in E-Commercial Search Engine: Multi-Objective Online Welfare Maximization
PDFFully Exploiting Cascade Graphs for Real-time Forwarding Prediction
PDFA Hierarchical Approach to Multi-Event Survival Analysis
PDFDeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations
PDFSketch Generation with Drawing Process Guided by Vector Flow and Grayscale
PDFPSSM-Distil: Protein Secondary Structure Prediction (PSSP) on Low-Quality PSSM by Knowledge Distillation with Contrastive Learning
PDFCommission Fee is not Enough: A Hierarchical Reinforced Framework for Portfolio Management
PDFTwo-Stream Convolution Augmented Transformer for Human Activity Recognition
PDFTraffic Flow Prediction with Vehicle Trajectories
PDFRevMan: Revenue-aware Multi-task Online Insurance Recommendation
PDFMeInGame: Create a Game Character Face from a Single Portrait
PDFCommunity-Aware Multi-Task Transportation Demand Prediction
PDFAsynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems
PDFIn-game Residential Home Planning via Visual Context-aware Global Relation Learning
PDFRelational Classification of Biological Cells in Microscopy Images
PDFDeep Style Transfer for Line Drawings
PDFRNA Secondary Structure Representation Network for RNA-proteins Binding Prediction
PDFPANTHER: Pathway Augmented Nonnegative Tensor Factorization for HighER-order Feature Learning
PDFProgrammatic Strategies for Real-Time Strategy Games
PDFCapturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning
PDFLow-Rank Registration Based Manifolds for Convection-Dominated PDEs
PDFSymbolic Music Generation with Transformer-GANs
PDFBringing UMAP Closer to the Speed of Light with GPU Acceleration
PDFDeep Just-In-Time Inconsistency Detection Between Comments and Source Code
PDFXraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors
PDFPragmatic Code Autocomplete
PDFRareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims
PDFUniversal Trading for Order Execution with Oracle Policy Distillation
PDFDual-Octave Convolution for Accelerated Parallel MR Image Reconstruction
PDFMIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization
PDFECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning
PDFTowered Actor Critic For Handling Multiple Action Types In Reinforcement Learning For Drug Discovery
PDFHierarchical Graph Convolution Network for Traffic Forecasting
PDFAutomated Lay Language Summarization of Biomedical Scientific Reviews
PDFSub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances
PDFCompound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs
PDFModeling the Compatibility of Stem Tracks to Generate Music Mashups
PDFSDGNN: Learning Node Representation for Signed Directed Networks
PDFThe Causal Learning of Retail Delinquency
PDFDeep Portfolio Optimization via Distributional Prediction of Residual Factors
PDFComplex Coordinate-Based Meta-Analysis with Probabilistic Programming
PDFWho You Would Like to Share With? A Study of Share Recommendation in Social E-commerce
PDFEstimating Calibrated Individualized Survival Curves with Deep Learning
PDFDeep Contextual Clinical Prediction with Reverse Distillation
PDFLearning to Stop: Dynamic Simulation Monte-Carlo Tree Search
PDFPredicting Livelihood Indicators from Community-Generated Street-Level Imagery
PDFDeep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws
PDFThe Undergraduate Games Corpus: A Dataset for Machine Perception of Interactive Media
PDFEfficient Poverty Mapping from High Resolution Remote Sensing Images
PDFOptimal Kidney Exchange with Immunosuppressants
PDFTreeCaps: Tree-Based Capsule Networks for Source Code Processing
PDFA Bottom-Up DAG Structure Extraction Model for Math Word Problems
PDFDiagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring
PDFModeling the Momentum Spillover Effect for Stock Prediction via Attribute-Driven Graph Attention Networks
PDFDifferentially Private Link Prediction with Protected Connections
PDFGraph Neural Network to Dilute Outliers for Refactoring Monolith Application
PDFKAN: Knowledge-aware Attention Network for Fake News Detection
PDFWhen Hashing Met Matching: Efficient Spatio-Temporal Search for Ridesharing
PDFGene Regulatory Network Inference using 3D Convolutional Neural Network
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AAAI Technical Track on Cognitive Modeling and Cognitive Systems
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis
PDFTowards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents
PDFPHASE: PHysically-grounded Abstract Social Events for Machine Social Perception
PDFRiemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks
PDFPlug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition
PDFNeural Analogical Matching
PDFInterpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders
PDFProbabilistic Programming Bots in Intuitive Physics Game Play
PDFModel-Agnostic Fits for Understanding Information Seeking Patterns in Humans
PDFApparently Irrational Choice as Optimal Sequential Decision Making
PDFVisual Relation Detection using Hybrid Analogical Learning
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