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4,708 results on '"Self-supervised learning"'

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1. Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-supervised Learning

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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