Self-Supervised Learning

Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NeurIPS 2024 Towards efficient self-supervised representation learning in speech processing EACL 2024 Towards Large-scale 3D Representation Learning with Multi-dataset Point Prompt Training CVPR 2024 Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods CVPR 2024 Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA AAAI 2024 Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling COLING 2024 Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels NeurIPS 2024 Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced Normalization AAAI 2024 Towards Robust Speech Representation Learning for Thousands of Languages EMNLP 2024 Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network CVPR 2024 Towards the TopMost: A Topic Modeling System Toolkit ACL 2024 Towards Understanding How Transformers Learn In-context Through a Representation Learning Lens NeurIPS 2024 Training Data Attribution via Approximate Unrolling NeurIPS 2024 Transcoders find interpretable LLM feature circuits NeurIPS 2024 Transcriptomics-guided Slide Representation Learning in Computational Pathology CVPR 2024 TreeSBA: Tree-Transformer for Self-Supervised Sequential Brick Assembly ECCV 2024 Tunable Hybrid Proposal Networks for the Open World WACV 2024 T-VSL: Text-Guided Visual Sound Source Localization in Mixtures CVPR 2024 Uncertainty-aware Fine-tuning of Segmentation Foundation Models NeurIPS 2024 Understanding Bias in Large-Scale Visual Datasets NeurIPS 2024 Ungeneralizable Examples CVPR 2024 UniFL: Improve Latent Diffusion Model via Unified Feedback Learning NeurIPS 2024 UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence CVPR 2024 UniPAD: A Universal Pre-training Paradigm for Autonomous Driving CVPR 2024 Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training EMNLP 2024