Self-Supervised Learning

Invariant Causal Imitation Learning for Generalizable Policies NeurIPS 2021 Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation AAAI 2021 Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021 IQ-Learn: Inverse soft-Q Learning for Imitation NeurIPS 2021 ISD: Self-Supervised Learning by Iterative Similarity Distillation ICCV 2021 Is Multi-Hop Reasoning Really Explainable? Towards Benchmarking Reasoning Interpretability EMNLP 2021 Iterative Label Cleaning for Transductive and Semi-Supervised Few-Shot Learning ICCV 2021 Joint Audio-Visual Deepfake Detection ICCV 2021 Joint Representation Learning and Novel Category Discovery on Single- and Multi-Modal Data ICCV 2021 Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards AAAI 2021 Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text ACL 2021 Keep Learning: Self-supervised Meta-learning for Learning from Inference EACL 2021 Keyframe-Focused Visual Imitation Learning ICML 2021 KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control CVPR 2021 k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks IJCAI 2021 Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement Interspeech 2021 KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network NeurIPS 2021 Labeled From Unlabeled: Exploiting Unlabeled Data for Few-Shot Deep HDR Deghosting CVPR 2021 LAMS: A Location-aware Approach for Multimodal Summarization (Student Abstract) AAAI 2021 Language Conditioned Imitation Learning Over Unstructured Data RSS 2021 Language ID Prediction from Speech Using Self-Attentive Pooling NAACL 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021 Language models enable zero-shot prediction of the effects of mutations on protein function NeurIPS 2021 Language Resource Efficient Learning for Captioning EMNLP 2021 LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents CVPR 2021