Weakly Supervised Learning

Dive Into Ambiguity: Latent Distribution Mining and Pairwise Uncertainty Estimation for Facial Expression Recognition CVPR 2021 Divergence Optimization for Noisy Universal Domain Adaptation CVPR 2021 Diverse Part Discovery: Occluded Person Re-Identification With Part-Aware Transformer CVPR 2021 DocParser: Hierarchical Document Structure Parsing from Renderings AAAI 2021 Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable Data IJCAI 2021 Do We Really Need Gold Samples for Sample Weighting Under Label Noise? WACV 2021 DSC-PoseNet: Learning 6DoF Object Pose Estimation via Dual-Scale Consistency CVPR 2021 DualGraph: A Graph-Based Method for Reasoning About Label Noise CVPR 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021 Dynamic Position-aware Network for Fine-grained Image Recognition AAAI 2021 ECS-Net: Improving Weakly Supervised Semantic Segmentation by Using Connections Between Class Activation Maps ICCV 2021 Effective Distant Supervision for Temporal Relation Extraction EACL 2021 Effective Slot Filling via Weakly-Supervised Dual-Model Learning AAAI 2021 Efficient Algorithms for Learning from Coarse Labels COLT 2021 Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations ICML 2021 Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation CVPR 2021 Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021 Enabling Fast Instruction-Based Modification of Learned Robot Skills AAAI 2021 End-to-End Weak Supervision NeurIPS 2021 Enforcing Consistency in Weakly Supervised Semantic Parsing ACL 2021 Entity at SemEval-2021 Task 5: Weakly Supervised Token Labelling for Toxic Spans Detection SemEval 2021 Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments ICCV 2021 Essay Quality Signals as Weak Supervision for Source-based Essay Scoring EACL 2021 EvidentialMix: Learning With Combined Open-Set and Closed-Set Noisy Labels WACV 2021 ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data ACML 2021