Self-Supervised Learning

Online Feature Updates Improve Online (Generalized) Label Shift Adaptation NeurIPS 2024 On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024 On the Generalization Ability of Unsupervised Pretraining AISTATS 2024 On the impact of several regularization techniques on label noise robustness of self-supervised speaker verification systems Interspeech 2024 On the Intractability to Synthesize Factual Inconsistencies in Summarization EACL 2024 On the Noise Robustness of In-Context Learning for Text Generation NeurIPS 2024 On the Robustness of Language Guidance for Low-Level Vision Tasks: Findings from Depth Estimation CVPR 2024 On the Role of Discrete Tokenization in Visual Representation Learning ICLR 2024 On the social bias of speech self-supervised models Interspeech 2024 On the Utility of Pretraining Language Models on Synthetic Data ACL 2024 OpenChat: Advancing Open-source Language Models with Mixed-Quality Data ICLR 2024 OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection ECCV 2024 Opponent Modeling with In-context Search NeurIPS 2024 Order-Independence Without Fine Tuning NeurIPS 2024 Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations Interspeech 2024 OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action Segmentation WACV 2024 OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport ICML 2024 OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples AAAI 2024 Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness ICLR 2024 Out-of-Distribution Detection with a Single Unconditional Diffusion Model NeurIPS 2024 Out-Of-Domain Unlabeled Data Improves Generalization ICLR 2024 Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data Interspeech 2024 OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning NeurIPS 2024 PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024 PanoPose: Self-supervised Relative Pose Estimation for Panoramic Images CVPR 2024