Self-Supervised Learning

Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation IJCAI 2024 SD2Event:Self-supervised Learning of Dynamic Detectors and Contextual Descriptors for Event Cameras CVPR 2024 Self-Supervised Adversarial Training via Diverse Augmented Queries and Self-Supervised Double Perturbation NeurIPS 2024 Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View ICLR 2024 The reasonable effectiveness of speaker embeddings for violence detection Interspeech 2024 Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024 T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024 VLM2Scene: Self-Supervised Image-Text-LiDAR Learning with Foundation Models for Autonomous Driving Scene Understanding AAAI 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 ACL-SPC: Adaptive Closed-Loop System for Self-Supervised Point Cloud Completion CVPR 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023 DINO as a von Mises-Fisher mixture model ICLR 2023 EventNeRF: Neural Radiance Fields From a Single Colour Event Camera CVPR 2023 Learning Procedure-Aware Video Representation From Instructional Videos and Their Narrations CVPR 2023 MaskViT: Masked Visual Pre-Training for Video Prediction ICLR 2023 Multi-View Domain Adaptive Object Detection on Camera Networks AAAI 2023 Q-Match: Self-Supervised Learning by Matching Distributions Induced by a Queue ACML 2023 Representation Learning by Detecting Incorrect Location Embeddings AAAI 2023 RoboCook: Long-Horizon Elasto-Plastic Object Manipulation with Diverse Tools CoRL 2023 SelfME: Self-Supervised Motion Learning for Micro-Expression Recognition CVPR 2023 Self-Supervised Implicit Glyph Attention for Text Recognition CVPR 2023 Self-Supervised Learning From Images With a Joint-Embedding Predictive Architecture CVPR 2023 Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge EMNLP 2023 SEPT: Towards Scalable and Efficient Visual Pre-training AAAI 2023