Self-Supervised Learning

Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024 Designing Behavior-Aware AI to Improve the Human-AI Team Performance in AI-Assisted Decision Making IJCAI 2024 DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NeurIPS 2024 Detecting Online Community Practices with Large Language Models: A Case Study of Pro-Ukrainian Publics on Twitter EMNLP 2024 Detecting the terminality of speech-turn boundary for spoken interactions in French TV and Radio content Interspeech 2024 DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ NeurIPS 2024 Developing vocal system impaired patient-aimed voice quality assessment approach using ASR representation-included multiple features Interspeech 2024 Development and Evaluation of a German Language Model for the Financial Domain COLING 2024 DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning AAAI 2024 DHMConv: Directed Hypergraph Momentum Convolution Framework AISTATS 2024 Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems NAACL 2024 Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024 DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval Interspeech 2024 DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation ICML 2024 Differentiable Information Bottleneck for Deterministic Multi-view Clustering CVPR 2024 Differentiable Rendering with Reparameterized Volume Sampling AISTATS 2024 Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos NeurIPS 2024 DifFlow3D: Toward Robust Uncertainty-Aware Scene Flow Estimation with Iterative Diffusion-Based Refinement CVPR 2024 DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction CVPR 2024 DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation NeurIPS 2024 DiffPano: Scalable and Consistent Text to Panorama Generation with Spherical Epipolar-Aware Diffusion NeurIPS 2024 DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction NeurIPS 2024 Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion NeurIPS 2024 Diffusion Language Models Are Versatile Protein Learners ICML 2024 Diffusion Language-Shapelets for Semi-supervised Time-Series Classification AAAI 2024