Weakly Supervised Learning

Explore Inter-contrast between Videos via Composition for Weakly Supervised Temporal Sentence Grounding AAAI 2022 Finding Sub-task Structure with Natural Language Instruction ACL 2022 H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection CVPR 2022 Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022 Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions AAAI 2022 Incremental Learning in Semantic Segmentation From Image Labels CVPR 2022 Interpretable Low-Resource Legal Decision Making AAAI 2022 Joint Learning of 2D-3D Weakly Supervised Semantic Segmentation NeurIPS 2022 LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization AAAI 2022 Learning from Label Proportions by Learning with Label Noise NeurIPS 2022 Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts AAAI 2022 Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering EMNLP 2022 Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing NeurIPS 2022 Omni-DETR: Omni-Supervised Object Detection With Transformers CVPR 2022 Partially Humanizing Weak Supervision: Towards a Better Low Resource Pipeline for Spoken Language Understanding EMNLP 2022 Prototype-Representations for Training Data Filtering in Weakly-Supervised Information Extraction EMNLP 2022 Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022 Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection AAAI 2022 Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos CVPR 2022 Sparse Object-Level Supervision for Instance Segmentation With Pixel Embeddings CVPR 2022 Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against Thresholds CVPR 2022 Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation CVPR 2022 Utilizing Weak Supervision to Create S3D: A Sarcasm Annotated Dataset EMNLP 2022