conftrace_
← Learning Types
Machine Learning › Learning Types ›

Self-Supervised Learning

8,255 papers

Papers per year

Papers

Speaker Diarization as a Fully Online Bandit Learning Problem in MiniVox ACML 2021
RankDistil: Knowledge Distillation for Ranking AISTATS 2021
CLAR: Contrastive Learning of Auditory Representations AISTATS 2021
Sample Elicitation AISTATS 2021
Hindsight Expectation Maximization for Goal-conditioned Reinforcement Learning AISTATS 2021
Contrastive learning of strong-mixing continuous-time stochastic processes AISTATS 2021
Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models AISTATS 2021
Self-Supervised Steering Angle Prediction for Vehicle Control Using Visual Odometry AISTATS 2021
Contrastive learning, multi-view redundancy, and linear models ALT 2021
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network CONLL 2021
Exploring Metaphoric Paraphrase Generation CONLL 2021
NOPE: A Corpus of Naturally-Occurring Presuppositions in English CONLL 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models CONLL 2021
Predicting non-native speech perception using the Perceptual Assimilation Model and state-of-the-art acoustic models CONLL 2021
Global Transport for Fluid Reconstruction With Learned Self-Supervision CVPR 2021
STaR: Self-Supervised Tracking and Reconstruction of Rigid Objects in Motion With Neural Rendering CVPR 2021
Self-Supervised Video Hashing via Bidirectional Transformers CVPR 2021
Safe Local Motion Planning With Self-Supervised Freespace Forecasting CVPR 2021
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021
SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021
Beyond Image to Depth: Improving Depth Prediction Using Echoes CVPR 2021
Synthesize-It-Classifier: Learning a Generative Classifier Through Recurrent Self-Analysis CVPR 2021
Self-Point-Flow: Self-Supervised Scene Flow Estimation From Point Clouds With Optimal Transport and Random Walk CVPR 2021
Beyond Short Clips: End-to-End Video-Level Learning With Collaborative Memories CVPR 2021
Task Programming: Learning Data Efficient Behavior Representations CVPR 2021