self-supervised learning

Wav2vec 2.0 Embeddings Are No Swiss Army Knife -- A Case Study for Multiple Sclerosis Interspeech 2024 Waxing-and-Waning: a Generic Similarity-based Framework for Efficient Self-Supervised Learning ICLR 2024 Weakly-Supervised Representation Learning for Video Alignment and Analysis WACV 2024 What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024 When is an Embedding Model More Promising than Another? NeurIPS 2024 When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection AAAI 2024 Where are you from? Geolocating Speech and Applications to Language Identification NAACL 2024 Word-level Text Markup for Prosody Control in Speech Synthesis Interspeech 2024 World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024 XKD: Cross-Modal Knowledge Distillation with Domain Alignment for Video Representation Learning AAAI 2024 You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NeurIPS 2024 Your contrastive learning problem is secretly a distribution alignment problem NeurIPS 2024 ZeroFlow: Scalable Scene Flow via Distillation ICLR 2024 Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement ICML 2024 Zero-shot Image Editing with Reference Imitation NeurIPS 2024 3D Distillation: Improving Self-Supervised Monocular Depth Estimation on Reflective Surfaces ICCV 2023 3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets ICCV 2023 AANG : Automating Auxiliary Learning ICLR 2023 Accelerating Self-Supervised Learning via Efficient Training Strategies WACV 2023 A Closer Look at Self-Supervised Lightweight Vision Transformers ICML 2023 ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion CVPR 2023 A comparison of self-supervised pretraining approaches for predicting disease risk from chest radiograph images MIDL 2023 A conformer-based classifier for variable-length utterance processing in anti-spoofing Interspeech 2023 A Control-Centric Benchmark for Video Prediction ICLR 2023 A Correct-and-Certify Approach to Self-Supervise Object Pose Estimators via Ensemble Self-Training RSS 2023