Self-Supervised Learning

What Makes Partial-Label Learning Algorithms Effective? NeurIPS 2024 What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024 When Argumentation Meets Cohesion: Enhancing Automatic Feedback in Student Writing COLING 2024 When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale NAACL 2024 When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection AAAI 2024 Where's Waldo: Diffusion Features For Personalized Segmentation and Retrieval NeurIPS 2024 Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders IJCAI 2024 Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation Interspeech 2024 Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities EMNLP 2024 Wonder3D: Single Image to 3D using Cross-Domain Diffusion CVPR 2024 World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024 XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ACL 2024 YNU-HPCC at SemEval-2024 Task 1: Self-Instruction Learning with Black-box Optimization for Semantic Textual Relatedness SemEval 2024 YOLOPitch: A Time-Frequency Dual-Branch YOLO Model for Pitch Estimation Interspeech 2024 You Don’t Need Domain-Specific Data Augmentations When Scaling Self-Supervised Learning NeurIPS 2024 Your contrastive learning problem is secretly a distribution alignment problem NeurIPS 2024 Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training NeurIPS 2024 Zero-shot Commonsense Reasoning over Machine Imagination EMNLP 2024 Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement ICML 2024 3D Distillation: Improving Self-Supervised Monocular Depth Estimation on Reflective Surfaces ICCV 2023 3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets ICCV 2023 4M: Massively Multimodal Masked Modeling NeurIPS 2023 AANG : Automating Auxiliary Learning ICLR 2023 Abstractive Summarizers are Excellent Extractive Summarizers ACL 2023 Accelerating Self-Supervised Learning via Efficient Training Strategies WACV 2023