self-supervised learning

Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024 Unsupervised Gaze Representation Learning from Multi-view Face Images CVPR 2024 Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization NeurIPS 2024 Unsupervised Keypoints from Pretrained Diffusion Models CVPR 2024 Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024 Unsupervised Salient Instance Detection CVPR 2024 Unsupervised Universal Image Segmentation CVPR 2024 Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024 UP2ME: Univariate Pre-training to Multivariate Fine-tuning as a General-purpose Framework for Multivariate Time Series Analysis ICML 2024 Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024 Using wav2vec 2.0 for phonetic classification tasks: methodological aspects Interspeech 2024 VAE-based Phoneme Alignment Using Gradient Annealing and SSL Acoustic Features Interspeech 2024 Value Alignment from Unstructured Text EMNLP 2024 Vector Quantization Pretraining for EEG Time Series with Random Projection and Phase Alignment ICML 2024 Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives ACL 2024 VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024 Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation ICLR 2024 ViLCo-Bench: VIdeo Language COntinual learning Benchmark NeurIPS 2024 Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities ACL 2024 Vision Transformers Need Registers ICLR 2024 Visually Guided Audio Source Separation With Meta Consistency Learning WACV 2024 VLM2Scene: Self-Supervised Image-Text-LiDAR Learning with Foundation Models for Autonomous Driving Scene Understanding AAAI 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction EACL 2024 VOODOO 3D: Volumetric Portrait Disentanglement For One-Shot 3D Head Reenactment CVPR 2024