Self-Supervised Learning

Large-Scale Self- and Semi-Supervised Learning for Speech Translation Interspeech 2021 Large-Scale Unsupervised Object Discovery NeurIPS 2021 LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions ICCV 2021 LayoutTransformer: Scene Layout Generation With Conceptual and Spatial Diversity CVPR 2021 Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic Knowledge IJCAI 2021 Learning 3D Shape Feature for Texture-Insensitive Person Re-Identification CVPR 2021 Learning Action Completeness From Points for Weakly-Supervised Temporal Action Localization ICCV 2021 Learning and Evaluating Representations for Deep One-Class Classification ICLR 2021 Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021 Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval ICCV 2021 Learning Backchanneling Behaviors for a Social Robot via Data Augmentation from Human-Human Conversations CoRL 2021 Learning-based State Reconstruction for a Scalar Hyperbolic PDE under noisy Lagrangian Sensing L4DC 2021 Learning by Aligning Videos in Time CVPR 2021 Learning Complete 3D Morphable Face Models From Images and Videos CVPR 2021 Learning compositional structures for semantic graph parsing ACL 2021 Learning Comprehensive Motion Representation for Action Recognition AAAI 2021 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021 Learning de-identified representations of prosody from raw audio ICML 2021 Learning Energy-Based Model with Variational Auto-Encoder as Amortized Sampler AAAI 2021 Learning Facial Representations From the Cycle-Consistency of Face ICCV 2021 Learning From Revisions: Quality Assessment of Claims in Argumentation at Scale EACL 2021 Learning Generalizable Visual Representations via Interactive Gameplay ICLR 2021 Learning Generalized Unsolvability Heuristics for Classical Planning IJCAI 2021 Learning Goals From Failure CVPR 2021 Learning Hierarchical Graph Neural Networks for Image Clustering ICCV 2021