AAAI

All Work

Learning Rational Subgoals from Demonstrations and Instructions
Learning Rational Subgoals from Demonstrations and Instructions
 
Predicate Invention for Bilevel Planning
Predicate Invention for Bilevel Planning
 
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model
 
Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization
Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization
 
Personalized Dialogue Generation with Persona-Adaptive Attention
Personalized Dialogue Generation with Persona-Adaptive Attention
 
Efficient technique improves machine-learning models’ reliability
Efficient technique improves machine-learning models’ reliability
MIT News
Context-Specific Representation Abstraction for Deep Option Learning
Context-Specific Representation Abstraction for Deep Option Learning
 
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport
 
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search
NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search
 
StarNet: towards weakly supervised few-shot detection and explainable few-shot classification
StarNet: towards weakly supervised few-shot detection and explainable few-shot classification
 
Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors
Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors
 
Heterogeneous Knowledge Transfer via Hierarchical Teaching in Cooperative Multiagent Reinforcement Learning
Heterogeneous Knowledge Transfer via Hierarchical Teaching in Cooperative Multiagent Reinforcement Learning
 
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
 
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving
A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving
 
Online Optimal Control with Affine Constraints
Online Optimal Control with Affine Constraints
 
Self-Progressing Robust Training
Self-Progressing Robust Training
 
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning.
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning.
 
Augmenting Policy Learning with Routines Discovered from a Single Demonstration
Augmenting Policy Learning with Routines Discovered from a Single Demonstration
 
MVFNet: Multi-View Fusion Network for Efficient Video Recognition
MVFNet: Multi-View Fusion Network for Efficient Video Recognition
 
CASTER: An AI framework for preventing adverse reactions to medication
CASTER: An AI framework for preventing adverse reactions to medication
 
Online AI planning with graph neural networks and adaptive scheduling
Online AI planning with graph neural networks and adaptive scheduling
 
Reading between the lines with graph deep learning for NLP
Reading between the lines with graph deep learning for NLP
 
Fastened crown: Tightened neural network robustness certificates
Fastened crown: Tightened neural network robustness certificates
 
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator
 
CASTER: Predicting drug interactions with chemical substructure representation
CASTER: Predicting drug interactions with chemical substructure representation
 
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
 
Automating machine learning with a joint selection framework
Automating machine learning with a joint selection framework
 
MAi : An Intelligent Model Acquisition Interface for Interactive Specification of Dialogue Agents
MAi : An Intelligent Model Acquisition Interface for Interactive Specification of Dialogue Agents
 
A Sequential Set Generation Method for Predicting Set-Valued Outputs
A Sequential Set Generation Method for Predicting Set-Valued Outputs