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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras RSS 2018
SemEval 2018 Task 2: Multilingual Emoji Prediction SEMEVAL 2018
YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets SEMEVAL 2018
CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes SEMEVAL 2018
BomJi at SemEval-2018 Task 10: Combining Vector-, Pattern- and Graph-based Information to Identify Discriminative Attributes SEMEVAL 2018
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning NIPS 2017
Variational Walkback: Learning a Transition Operator as a Stochastic Recurrent Net NIPS 2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks NIPS 2017
Masked Autoregressive Flow for Density Estimation NIPS 2017
VAIN: Attentional Multi-agent Predictive Modeling NIPS 2017
Hierarchical Attentive Recurrent Tracking NIPS 2017
Toward Multimodal Image-to-Image Translation NIPS 2017
Self-Supervised Intrinsic Image Decomposition NIPS 2017
MMD GAN: Towards Deeper Understanding of Moment Matching Network NIPS 2017
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs NIPS 2017
REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NIPS 2017
End-to-End Learning of Semantic Grasping CORL 2017
DDCO: Discovery of Deep Continuous Options for Robot Learning from Demonstrations CORL 2017
EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks ACL 2017
Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings ACL 2017
Self-Crowdsourcing Training for Relation Extraction ACL 2017
A Generative Attentional Neural Network Model for Dialogue Act Classification ACL 2017
Chunk-Based Bi-Scale Decoder for Neural Machine Translation ACL 2017
Character-Aware Neural Morphological Disambiguation ACL 2017
Local Group Invariant Representations via Orbit Embeddings AISTATS 2017