Self-Supervised Learning

Large-Scale Adversarial Training for Vision-and-Language Representation Learning NeurIPS 2020 Latent Bernoulli Autoencoder ICML 2020 LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation CVPR 2020 Latent Template Induction with Gumbel-CRFs NeurIPS 2020 Latent World Models For Intrinsically Motivated Exploration NeurIPS 2020 Layer-Wise Multi-View Learning for Neural Machine Translation COLING 2020 “LazImpa”: Lazy and Impatient neural agents learn to communicate efficiently CoNLL 2020 Learning About Objects by Learning to Interact with Them NeurIPS 2020 Learning Active Task-Oriented Exploration Policies for Bridging the Sim-to-Real Gap RSS 2020 Learning a Decision Module by Imitating Driver’s Control Behaviors CoRL 2020 Learning a Dynamic Map of Visual Appearance CVPR 2020 Learning Agent Representations for Ice Hockey NeurIPS 2020 Learning Agile Robotic Locomotion Skills by Imitating Animals RSS 2020 Learning an Unreferenced Metric for Online Dialogue Evaluation ACL 2020 Learning Arbitrary-Goal Fabric Folding with One Hour of Real Robot Experience CoRL 2020 Learning a Simple and Effective Model for Multi-turn Response Generation with Auxiliary Tasks EMNLP 2020 Learning Better Speech Representations by Worsening Interference Interspeech 2020 Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning ICML 2020 Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition Interspeech 2020 Learning Deep Relations to Promote Saliency Detection AAAI 2020 Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information ICML 2020 Learning Discriminative and Generalizable Representations by Spatial-Channel Partition for Person Re-Identification WACV 2020 Learning Disentangled Representations of Videos with Missing Data NeurIPS 2020 Learning Dynamic Belief Graphs to Generalize on Text-Based Games NeurIPS 2020 Learning Dynamic Hierarchical Topic Graph with Graph Convolutional Network for Document Classification AISTATS 2020