AAAI

Learning Rational Subgoals from Demonstrations and Instructions

Predicate Invention for Bilevel Planning

Post-hoc Uncertainty Learning using a Dirichlet Meta-Model

Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization

Personalized Dialogue Generation with Persona-Adaptive Attention

Context-Specific Representation Abstraction for Deep Option Learning

Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport

NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search

StarNet: towards weakly supervised few-shot detection and explainable few-shot classification

Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors

Heterogeneous Knowledge Transfer via Hierarchical Teaching in Cooperative Multiagent Reinforcement Learning

RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices

A Deep Reinforcement Learning Approach to First-Order Logic Theorem Proving

Online Optimal Control with Affine Constraints

Self-Progressing Robust Training

RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning.

Augmenting Policy Learning with Routines Discovered from a Single Demonstration

MVFNet: Multi-View Fusion Network for Efficient Video Recognition

CASTER: An AI framework for preventing adverse reactions to medication

Online AI planning with graph neural networks and adaptive scheduling

Reading between the lines with graph deep learning for NLP

Fastened crown: Tightened neural network robustness certificates

CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator

CASTER: Predicting drug interactions with chemical substructure representation

A content-aware attack generator for AI cybersecurity

EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs

Automating machine learning with a joint selection framework

MAi : An Intelligent Model Acquisition Interface for Interactive Specification of Dialogue Agents

A Sequential Set Generation Method for Predicting Set-Valued Outputs