Self-Supervised Learning

Semantic Role Labeling Guided Out-of-distribution Detection COLING 2024 Semantic Routing via Autoregressive Modeling NeurIPS 2024 Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers EMNLP 2024 SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs WACV 2024 Semiparametric Token-Sequence Co-Supervision ACL 2024 Semi-supervised learning with Noisy Students improves domain generalization in optic disc and cup segmentation in uncropped fundus images MIDL 2024 Sensemaking of Socially-Mediated Crisis Information NAACL 2024 SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes (Abstract Reprint) IJCAI 2024 Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation Interspeech 2024 SEPT: Towards Efficient Scene Representation Learning for Motion Prediction ICLR 2024 SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking ICLR 2024 SER Evals: In-domain and Out-of-domain benchmarking for speech emotion recognition Interspeech 2024 SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models NAACL 2024 SFOD: Spiking Fusion Object Detector CVPR 2024 ShadowSense: Unsupervised Domain Adaptation and Feature Fusion for Shadow-Agnostic Tree Crown Detection From RGB-Thermal Drone Imagery WACV 2024 ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation CVPR 2024 SharpSeq: Empowering Continual Event Detection through Sharpness-Aware Sequential-task Learning NAACL 2024 Shelf-Supervised Cross-Modal Pre-Training for 3D Object Detection CoRL 2024 SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024 Simple Contrastive Multi-View Clustering with Data-Level Fusion IJCAI 2024 Simple Masked Training Strategies Yield Control Policies That Are Robust to Sensor Failure CoRL 2024 Simplifying Constraint Inference with Inverse Reinforcement Learning NeurIPS 2024 SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024 SINAI at BioLaySumm: Self-Play Fine-Tuning of Large Language Models for Biomedical Lay Summarisation ACL 2024 SINAI at SemEval-2024 Task 8: Fine-tuning on Words and Perplexity as Features for Detecting Machine Written Text SemEval 2024