self-supervised learning

GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024 Harnessing small projectors and multiple views for efficient vision pretraining NeurIPS 2024 Headless Language Models: Learning without Predicting with Contrastive Weight Tying ICLR 2024 HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping AAAI 2024 HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph IJCAI 2024 Heterogeneous Test-Time Training for Multi-Modal Person Re-identification AAAI 2024 HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification NAACL 2024 HintMiner: Automatic Question Hints Mining From Q&A Web Posts with Language Model via Self-Supervised Learning AISTATS 2024 HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness NeurIPS 2024 How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks NeurIPS 2024 How Should We Extract Discrete Audio Tokens from Self-Supervised Models? Interspeech 2024 HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition Interspeech 2024 Human-like Linguistic Biases in Neural Speech Models: Phonetic Categorization and Phonotactic Constraints in Wav2Vec2.0 Interspeech 2024 HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs ICLR 2024 Hyperbolic Anomaly Detection CVPR 2024 Hypergraph-Based Session Modeling: A Multi-Collaborative Self-Supervised Approach for Enhanced Recommender Systems COLING 2024 ICAR: Image-Based Complementary Auto Reasoning AAAI 2024 ICF-SRSR: Invertible Scale-Conditional Function for Self-Supervised Real-World Single Image Super-Resolution WACV 2024 Identify Then Recommend: Towards Unsupervised Group Recommendation NeurIPS 2024 Image Background Serves as Good Proxy for Out-of-distribution Data ICLR 2024 Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models ICLR 2024 Image Retrieval with Self-Supervised Divergence Minimization and Cross-Attention Classification IJCAI 2024 Imagine Before Go: Self-Supervised Generative Map for Object Goal Navigation CVPR 2024 Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient NeurIPS 2024 Improved Generalization of Weight Space Networks via Augmentations ICML 2024