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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

MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling AAAI 2024
Self-Supervised 3D Human Mesh Recovery from a Single Image with Uncertainty-Aware Learning AAAI 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
Underwater Organism Color Fine-Tuning via Decomposition and Guidance AAAI 2024
Seeing Dark Videos via Self-Learned Bottleneck Neural Representation AAAI 2024
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA AAAI 2024
Knowledge Guided Semi-supervised Learning for Quality Assessment of User Generated Videos AAAI 2024
FG-EmoTalk: Talking Head Video Generation with Fine-Grained Controllable Facial Expressions AAAI 2024
Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024
Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery AAAI 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval AAAI 2024
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning AAAI 2024
Self-Supervised Position Debiasing for Large Language Models ACL 2024
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation ACL 2024
Direct Metric Optimization for Image Captioning through Reward-Weighted Augmented Data Utilization ACL 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ACL 2024
PixT3: Pixel-based Table-To-Text Generation ACL 2024
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024
Self-Supervised Singing Voice Pre-Training towards Speech-to-Singing Conversion ACL 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024
Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024