few-shot learning

Universal Prompt Tuning for Graph Neural Networks NeurIPS 2023 Unsupervised and Few-Shot Parsing from Pretrained Language Models (Extended Abstract) IJCAI 2023 Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning ICLR 2023 Use Your Head: Improving Long-Tail Video Recognition CVPR 2023 Using Planning to Improve Semantic Parsing of Instructional Texts ACL 2023 UTSA-NLP at RadSum23: Multi-modal Retrieval-Based Chest X-Ray Report Summarization ACL 2023 Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection EMNLP 2023 Video Action Recognition with Attentive Semantic Units ICCV 2023 ViewNet: A Novel Projection-Based Backbone With View Pooling for Few-Shot Point Cloud Classification CVPR 2023 VIST5: An Adaptive, Retrieval-Augmented Language Model for Visualization-oriented Dialog EMNLP 2023 Visually grounded few-shot word acquisition with fewer shots Interspeech 2023 Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning ICLR 2023 WBFlow: Few-shot White Balance for sRGB Images via Reversible Neural Flows IJCAI 2023 Weighted Ensemble Self-Supervised Learning ICLR 2023 What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NeurIPS 2023 What does the Failure to Reason with “Respectively” in Zero/Few-Shot Settings Tell Us about Language Models? ACL 2023 What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023 What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study EMNLP 2023 What Makes Good Examples for Visual In-Context Learning? NeurIPS 2023 When Do Decompositions Help for Machine Reading? EMNLP 2023 Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects NeurIPS 2023 Why Is Prompt Tuning for Vision-Language Models Robust to Noisy Labels? ICCV 2023 WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia EMNLP 2023 WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition EACL 2023 WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR 2023