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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Few-Shot Composition Learning for Image Retrieval with Prompt Tuning AAAI 2023
PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023
Extracting Text Representations for Terms and Phrases in Technical Domains ACL 2023
NoisyTwins: Class-Consistent and Diverse Image Generation Through StyleGANs CVPR 2023
Exploring Structured Semantic Prior for Multi Label Recognition With Incomplete Labels CVPR 2023
MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation CVPR 2023
LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising CVPR 2023
MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers CVPR 2023
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023
Hard Patches Mining for Masked Image Modeling CVPR 2023
Comparing Self-Supervised Pre-Training and Semi-Supervised Training for Speech Recognition in Languages with Weak Language Models INTERSPEECH 2023
Finding the Pillars of Strength for Multi-Head Attention ACL 2023
Quantifying Character Similarity with Vision Transformers EMNLP 2023
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis EMNLP 2023
Ponder: Point Cloud Pre-training via Neural Rendering ICCV 2023
Denoising Diffusion Autoencoders are Unified Self-supervised Learners ICCV 2023
Iterative Denoiser and Noise Estimator for Self-Supervised Image Denoising ICCV 2023
Mandarin Electrolaryngeal Speech Voice Conversion using Cross-domain Features INTERSPEECH 2023
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute INTERSPEECH 2023
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations INTERSPEECH 2023
Effective Targeted Attacks for Adversarial Self-Supervised Learning NIPS 2023
Fully Self-Supervised Depth Estimation From Defocus Clue CVPR 2023
Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection ICCV 2023