Self-Supervised Learning

An Investigative Study on Recent Sharpness- and Flatness-Based Optimizers for Enhanced Self-Supervised Speaker Verification Interspeech 2025 AnyCam: Learning to Recover Camera Poses and Intrinsics from Casual Videos CVPR 2025 Any-Resolution AI-Generated Image Detection by Spectral Learning CVPR 2025 AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities CVPR 2025 A Practitioner’s Guide to Building ASR Models for Low-Resource Languages: A Case Study on Scottish Gaelic Interspeech 2025 APR-RD: Complemental Two Steps for Self-Supervised Real Image Denoising AAAI 2025 A Regularization-Guided Equivariant Approach for Image Restoration CVPR 2025 ARNet: Self-Supervised FG-SBIR with Unified Sample Feature Alignment and Multi-Scale Token Recycling AAAI 2025 ASCENT: Annotation-free Self-supervised Contrastive Embeddings for 3D Neuron Tracking in Fluorescence Microscopy ICCV 2025 ASDA: Audio Spectrogram Differential Attention Mechanism for Self-Supervised Representation Learning Interspeech 2025 As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025 Associative Transformer CVPR 2025 A Theoretical Analysis of Self-Supervised Learning for Vision Transformers ICLR 2025 Attention-Guided Masked Autoencoders for Learning Image Representations WACV 2025 A Unified Data Representation Learning for Non-parametric Two-sample Testing UAI 2025 Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025 Automatic classification of stop realisation with wav2vec2.0 Interspeech 2025 Automatic Labeling and Correction of Noisy Labels for Robust Self-Supervised Speaker Verification Interspeech 2025 Automatic Text Segmentation of Ancient and Historic Hebrew NAACL 2025 Autoregressive Sequence Modeling for 3D Medical Image Representation AAAI 2025 Autoregressive Sequential Pretraining for Visual Tracking CVPR 2025 Auto-Regressive Transformation for Image Alignment ICCV 2025 AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025 A Vision Foundation Model for Cataract Surgery Using Joint-Embedding Predictive Architecture MIDL 2025 AxLSTMs: learning self-supervised audio representations with xLSTMs Interspeech 2025