Weakly Supervised Learning

Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation CVPR 2024 Inconsistency-Based Data-Centric Active Open-Set Annotation AAAI 2024 I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024 InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks COLING 2024 InstructVideo: Instructing Video Diffusion Models with Human Feedback CVPR 2024 Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning AAAI 2024 Interpretable Concept-Based Memory Reasoning NeurIPS 2024 Investigating Compositional Challenges in Vision-Language Models for Visual Grounding CVPR 2024 IOFM: Using the Interpolation Technique on the Over-Fitted Models to Identify Clean-Annotated Samples AAAI 2024 I Prefer Not to Say: Protecting User Consent in Models with Optional Personal Data AAAI 2024 Is Value Learning Really the Main Bottleneck in Offline RL? NeurIPS 2024 Iteratively Refined Behavior Regularization for Offline Reinforcement Learning NeurIPS 2024 IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NeurIPS 2024 JoAPR: Cleaning the Lens of Prompt Learning for Vision-Language Models CVPR 2024 KFNN: K-Free Nearest Neighbor For Crowdsourcing NeurIPS 2024 Knowledge Graph Error Detection with Contrastive Confidence Adaption AAAI 2024 Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning ACL 2024 L2B: Learning to Bootstrap Robust Models for Combating Label Noise CVPR 2024 Label Distribution Learning from Logical Label IJCAI 2024 Label-Efficient Group Robustness via Out-of-Distribution Concept Curation CVPR 2024 Label-free Node Classification on Graphs with Large Language Models (LLMs) ICLR 2024 Label-Noise Robust Diffusion Models ICLR 2024 LACIE: Listener-Aware Finetuning for Calibration in Large Language Models NeurIPS 2024 Learned Trajectory Embedding for Subspace Clustering CVPR 2024 Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection CVPR 2024