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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions CVPR 2022
ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes CVPR 2022
Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut CVPR 2022
Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images CVPR 2022
FWD: Real-Time Novel View Synthesis With Forward Warping and Depth CVPR 2022
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling CVPR 2022
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture CVPR 2022
Self-Supervised Image-Specific Prototype Exploration for Weakly Supervised Semantic Segmentation CVPR 2022
Chitransformer: Towards Reliable Stereo From Cues CVPR 2022
Contrastive Learning with Boosted Memorization ICML 2022
SketchEdit: Mask-Free Local Image Manipulation With Partial Sketches CVPR 2022
Text2Mesh: Text-Driven Neural Stylization for Meshes CVPR 2022
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning CVPR 2022
Learning to Separate Voices by Spatial Regions ICML 2022
Point Cloud Pre-Training With Natural 3D Structures CVPR 2022
Learning to Estimate and Refine Fluid Motion with Physical Dynamics ICML 2022
Neural Reflectance for Shape Recovery With Shadow Handling CVPR 2022
Position Prediction as an Effective Pretraining Strategy ICML 2022
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation CVPR 2022
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning ICML 2022
Human Hands As Probes for Interactive Object Understanding CVPR 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022
Unsupervised Object Detection Pretraining with Joint Object Priors Generation and Detector Learning NIPS 2022
Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA AAAI 2021
Learning Fine-Grained Cross Modality Excitement for Speech Emotion Recognition INTERSPEECH 2021