Self-Supervised Learning

Rotation-Equivariant Self-Supervised Method in Image Denoising CVPR 2025 Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection EMNLP 2025 S^3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners AAAI 2025 S4M: Boosting Semi-Supervised Instance Segmentation with SAM ICCV 2025 SAFT: Shape and Appearance of Fabrics from Template via Differentiable Physical Simulations from Monocular Video ICCV 2025 Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning AAAI 2025 SAND: Enhancing Open-Set Neuron Descriptions through Spatial Awareness WACV 2025 SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery AAAI 2025 Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination EMNLP 2025 ScaleLSD: Scalable Deep Line Segment Detection Streamlined CVPR 2025 Scaling Language-Free Visual Representation Learning ICCV 2025 SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025 SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining ICCV 2025 Score-based Self-supervised MRI Denoising ICLR 2025 ScreenMark: Watermarking Arbitrary Visual Content on Screen AAAI 2025 SdalsNet: Self-Distilled Attention Localization and Shift Network for Unsupervised Camouflaged Object Detection AAAI 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 Segmentation-Variant Codebooks for Preservation of Paralinguistic and Prosodic Information Interspeech 2025 Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Image Generation AAAI 2025 Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks ACL 2025 Self-Error-Instruct: Generalizing from Errors for LLMs Mathematical Reasoning ACL 2025 Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation ACL 2025 Self-Improvement in Multimodal Large Language Models: A Survey EMNLP 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025