4,708 results on '"Self-supervised learning"'
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2. Generative Self-supervised Learning for Medical Image Classification
3. Self-supervised Pre-training Tasks for an fMRI Time-Series Transformer in Autism Detection
4. Towards a Foundation Model for Cortical Folding
5. Faster Convergence and Uncorrelated Gradients in Self-Supervised Online Continual Learning
6. LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective Distortion
7. A Self-Supervised Point Cloud Classifier for Power Transmission Tower
8. IDQCE: Instance Discrimination Learning Through Quantized Contextual Embeddings for Medical Images
9. Self-supervised Siamese Network Using Vision Transformer for Depth Estimation in Endoscopic Surgeries
10. Augmentation of Human Activity Data: Convert, Generate, Transform
11. GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering
12. FCHiFi-GAN: Aggrandizing Fast Convergence with Batchwise Normalization
13. Leveraging Imperfect Restoration for Data Availability Attack
14. Möbius Transform for Mitigating Perspective Distortions in Representation Learning
15. Contrastive and Restorative Pre-Training for Medical VQA
16. MOMA: Contrastive Learning Distills Better Masked Autoencoders
17. PhySU-Net: Long Temporal Context Transformer for rPPG with Self-supervised Pre-training
18. Multi-teacher Invariance Distillation for Domain-Generalized Action Recognition
19. Test-Time Model Adaptation for Image Reconstruction Using Self-supervised Adaptive Layers
20. DIM: Dyadic Interaction Modeling for Social Behavior Generation
21. Contrastive Learning with Synthetic Positives
22. GeneralAD: Anomaly Detection Across Domains by Attending to Distorted Features
23. A Saliency-Aware NR-IQA Method by Fusing Distortion Class Information
24. Real-Data-Driven 2000 FPS Color Video from Mosaicked Chromatic Spikes
25. ColorMAE: Exploring Data-Independent Masking Strategies in Masked AutoEncoders
26. Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data
27. Mono-ViFI: A Unified Learning Framework for Self-supervised Single and Multi-frame Monocular Depth Estimation
28. Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation
29. AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-Guided Self-masking
30. Do Text-Free Diffusion Models Learn Discriminative Visual Representations?
31. Self-supervised Representation Learning for Adversarial Attack Detection
32. Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing
33. S-JEPA: A Joint Embedding Predictive Architecture for Skeletal Action Recognition
34. TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
35. GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
36. SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning
37. Made to Order: Discovering Monotonic Temporal Changes via Self-supervised Video Ordering
38. Multi-modal Food Recommendation Using Clustering and Self-supervised Learning
39. Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning
40. Learning Natural Consistency Representation for Face Forgery Video Detection
41. Target-Specific Domain Adaptation via Geometry-Correlation Prediction for Point Cloud
42. Spectral-Spatial Blockwise Masked Transformer With Contrastive Multi-View Learning for Hyperspectral Image Classification
43. Centroid-Centered Modeling for Efficient Vision Transformer Pre-Training
44. NeRF-MAE: Masked AutoEncoders for Self-supervised 3D Representation Learning for Neural Radiance Fields
45. Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition
46. MacDiff: Unified Skeleton Modeling with Masked Conditional Diffusion
47. Equivariant Spatio-temporal Self-supervision for LiDAR Object Detection
48. Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs
49. POA: Pre-training Once for Models of All Sizes
50. ProDepth: Boosting Self-supervised Multi-frame Monocular Depth with Probabilistic Fusion
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