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Papers

Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews IJCNLP 2019
Rewarding Coreference Resolvers for Being Consistent with World Knowledge IJCNLP 2019
Hierarchical Text Classification with Reinforced Label Assignment IJCNLP 2019
Learning the Extraction Order of Multiple Relational Facts in a Sentence with Reinforcement Learning IJCNLP 2019
Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation IJCNLP 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog IJCNLP 2019
Deep Reinforcement Learning of Volume-Guided Progressive View Inpainting for 3D Point Scene Completion From a Single Depth Image CVPR 2019
Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model CVPR 2019
Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks CVPR 2019
Learning Channel-Wise Interactions for Binary Convolutional Neural Networks CVPR 2019
AdaFrame: Adaptive Frame Selection for Fast Video Recognition CVPR 2019
Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification CVPR 2019
Self-Critical N-Step Training for Image Captioning CVPR 2019
Streamlined Dense Video Captioning CVPR 2019
Learning to Compose Dynamic Tree Structures for Visual Contexts CVPR 2019
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning CVPR 2019
Enhanced Bayesian Compression via Deep Reinforcement Learning CVPR 2019
Actor-Critic Instance Segmentation CVPR 2019
HAQ: Hardware-Aware Automated Quantization With Mixed Precision CVPR 2019
Learning Personalized Modular Network Guided by Structured Knowledge CVPR 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
Automatic Face Aging in Videos via Deep Reinforcement Learning CVPR 2019
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019
CURIOUS: Intrinsically Motivated Modular Multi-Goal Reinforcement Learning ICML 2019