few-shot learning

Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification ICLR 2023 Cross-Lingual Features for Alzheimer’s Dementia Detection from Speech Interspeech 2023 Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model Interspeech 2023 Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023 Dataset Distillation with Attention Labels for Fine-tuning BERT ACL 2023 DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection UAI 2023 Deeply Coupled Cross-Modal Prompt Learning ACL 2023 Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NeurIPS 2023 Demystifying Prompts in Language Models via Perplexity Estimation EMNLP 2023 Density-Aware Prototypical Network for Few-Shot Relation Classification EMNLP 2023 DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023 DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023 DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation NeurIPS 2023 DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023 DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video AAAI 2023 DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NeurIPS 2023 DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization ACL 2023 Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023 Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023 Disfluency Generation for More Robust Dialogue Systems ACL 2023 Dissecting In-Context Learning of Translations in GPT-3 EMNLP 2023 Distillation of encoder-decoder transformers for sequence labelling EACL 2023 Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation CoRL 2023 Distilling Reasoning Capabilities into Smaller Language Models ACL 2023 Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation CVPR 2023