YyzHarry / SimPerLinks
[ICLR 2023, Oral] SimPer: Simple Self-Supervised Learning of Periodic Targets
☆127Updated 2 years ago
Alternatives and similar repositories for SimPer
Users that are interested in SimPer are comparing it to the libraries listed below
Sorting:
- (ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals☆141Updated 6 months ago
- ☆17Updated 6 months ago
- [NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression☆135Updated last year
- COCOA: Cross Modality Contrastive Learning for Sensor Data☆26Updated 3 years ago
- ☆66Updated 3 years ago
- Unified Pre-training for Motion Time Series☆38Updated last year
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆74Updated 2 years ago
- Official code for the UAI 2023 paper "BeliefPPG: Uncertainty-aware Heart Rate Estimation from PPG signals via Belief Propagation" and the…☆31Updated last year
- Contrastive Learning (SimCLR) for Human Activity Recognition☆79Updated 4 years ago
- [BMVC 2022] This is the official code of our Paper "Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition"☆23Updated last year
- Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)☆144Updated last year
- A Foundation Model for Multivariate Wearable Sensing of Physiological Signals.☆38Updated 7 months ago
- [ICML 2022] RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression☆54Updated 3 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆132Updated 2 years ago
- ☆17Updated 3 years ago
- Code for RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data (ICLR 2025)☆24Updated 10 months ago
- The repository provides code implementations and illustrative examples of NeurIPS 2023 paper, Finding Order in Chaos: A Novel Data Augmen…☆37Updated 3 weeks ago
- Project page for our ICCV 2021 paper "The Way to my Heart is through Contrastive Learning"☆64Updated 4 years ago
- The official implementation for our TNNLS paper "Self-Supervised Time Series Representation Learning via Cross Reconstruction Transformer…☆51Updated 2 years ago
- Self-supervised representation learning from 12-lead ECG data☆91Updated 4 years ago
- ☆16Updated last year
- Inherently Interpretable Time Series Classification via Multiple Instance Learning (MILLET)☆55Updated last year
- MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis☆62Updated 7 months ago
- DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)☆47Updated 4 years ago
- Code for Retrieval-Based Reconstruction For Time-series Contrastive Learning (ICLR 2024)☆38Updated 5 months ago
- [EACL 2023] Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models…☆18Updated last year
- [official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model"…☆160Updated 11 months ago
- Code release for ICLR 2021 paper "Generalised Multimodal ELBO"☆41Updated 3 years ago
- CAPTURE-24: Human activity recognition with activity trackers☆50Updated last year
- MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)☆43Updated last year