Self-Supervised Learning

Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising CVPR 2024 Unsupervised Blind Image Deblurring Based on Self-Enhancement CVPR 2024 Unsupervised Deep Unrolling Networks for Phase Unwrapping CVPR 2024 Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024 Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization NeurIPS 2024 Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024 Unsupervised Keypoints from Pretrained Diffusion Models CVPR 2024 Unsupervised Novelty Detection in Pretrained Representation Space with Locally Adapted Likelihood Ratio AISTATS 2024 Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling CVPR 2024 Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training CVPR 2024 Untrained Neural Nets for Snapshot Compressive Imaging: Theory and Algorithms NeurIPS 2024 Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024 USCILab3D: A Large-scale, Long-term, Semantically Annotated Outdoor Dataset NeurIPS 2024 Using wav2vec 2.0 for phonetic classification tasks: methodological aspects Interspeech 2024 VDebugger: Harnessing Execution Feedback for Debugging Visual Programs EMNLP 2024 VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models CVPR 2024 VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation CVPR 2024 VideoMAC: Video Masked Autoencoders Meet ConvNets CVPR 2024 ViLCo-Bench: VIdeo Language COntinual learning Benchmark NeurIPS 2024 Visually Guided Audio Source Separation With Meta Consistency Learning WACV 2024 ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining AAAI 2024 VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024 WALT3D: Generating Realistic Training Data from Time-Lapse Imagery for Reconstructing Dynamic Objects Under Occlusion CVPR 2024 WaveMo: Learning Wavefront Modulations to See Through Scattering CVPR 2024 Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle CVPR 2024