Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction Jun 12, 2019 Few-Shot Learning Graph Generation
— Unverified Visual-Semantic Contrastive Alignment for Few-Shot Image Classification Oct 20, 2022 Classification Contrastive Learning
— Unverified ViTNF: Leveraging Neural Fields to Boost Vision Transformers in Generalized Category Discovery Jun 3, 2025 Few-Shot Learning
— Unverified VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models Feb 21, 2024 Backdoor Attack Few-Shot Learning
— Unverified Vulnerability of LLMs to Vertically Aligned Text Manipulations Oct 26, 2024 Classification Few-Shot Learning
— Unverified WatchGuardian: Enabling User-Defined Personalized Just-in-Time Intervention on Smartwatch Feb 9, 2025 Data Augmentation Few-Shot Learning
— Unverified Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning Jun 1, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Weakly-supervised Compositional FeatureAggregation for Few-shot Recognition Jun 11, 2019 Action Recognition Few-Shot Image Classification
— Unverified Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings Jan 26, 2020 Few-Shot Learning Object
— Unverified Weakly-Supervised Surgical Phase Recognition Oct 26, 2023 Few-Shot Learning Self-Supervised Learning
— Unverified What does the Failure to Reason with "Respectively" in Zero/Few-Shot Settings Tell Us about Language Models? May 31, 2023 Common Sense Reasoning Few-Shot Learning
— Unverified What Makes Data-to-Text Generation Hard for Pretrained Language Models? May 23, 2022 Data-to-Text Generation Few-Shot Learning
— Unverified What Makes Good Few-shot Examples for Vision-Language Models? May 22, 2024 Active Learning Few-Shot Learning
— Unverified What's in a Measurement? Using GPT-3 on SemEval 2021 Task 8 -- MeasEval Jun 28, 2021 Few-Shot Learning Language Modelling
— Unverified When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework Jan 18, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified When hard negative sampling meets supervised contrastive learning Aug 28, 2023 Contrastive Learning Few-Shot Learning
— Unverified When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning Nov 28, 2023 Few-Shot Learning
— Unverified Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects Sep 14, 2023 Efficient Exploration Few-Shot Learning
— Unverified Which images to label for few-shot medical landmark detection? Dec 7, 2021 Few-Shot Learning
— Unverified Will Multi-modal Data Improves Few-shot Learning? Jul 25, 2021 Few-Shot Learning
— Unverified WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles May 20, 2024 Articles Few-Shot Learning
— Unverified WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV May 18, 2024 Few-Shot Learning Text Generation
— Unverified Wordcraft: a Human-AI Collaborative Editor for Story Writing Jul 15, 2021 Few-Shot Learning
— Unverified xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning Jan 13, 2024 Few-Shot Learning Language Modelling
— Unverified Zero and Few-shot Learning for Author Profiling Apr 22, 2022 Author Profiling Few-Shot Learning
— Unverified Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning Oct 19, 2018 Attribute Few-Shot Learning
— Unverified Zero- and Few-Shot NLP with Pretrained Language Models May 1, 2022 Few-Shot Learning
— Unverified Zero-Shot and Few-Shot Learning for Lung Cancer Multi-Label Classification using Vision Transformer May 30, 2022 Few-Shot Learning Lung Cancer Diagnosis
— Unverified Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking Jan 18, 2025 Binary Classification Fact Checking
— Unverified Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning Mar 5, 2024 Event Causality Identification Few-Shot Learning
— Unverified Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Apr 29, 2020 Autonomous Vehicles COVID-19 Diagnosis
— Unverified Zero-Shot Learning via Class-Conditioned Deep Generative Models Nov 15, 2017 Few-Shot Learning Zero-Shot Learning
— Unverified Learning to Select Base Classes for Few-shot Classification Apr 1, 2020 Classification Few-Shot Learning
— Unverified Learning to Skip for Language Modeling Nov 26, 2023 Few-Shot Learning Language Modeling
— Unverified Learn to Adapt to New Environment from Past Experience and Few Pilot Sep 2, 2022 Deep Learning Few-Shot Learning
— Unverified Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning Dec 7, 2022 Active Learning Efficient Exploration
— Unverified Learn To Learn More Precisely Aug 8, 2024 Few-Shot Learning Meta-Learning
— Unverified Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video Jan 11, 2021 Few-Shot Learning image-classification
— Unverified Less is More: A Closer Look at Semantic-based Few-Shot Learning Jan 10, 2024 Few-Shot Learning Language Modeling
— Unverified Less is More: Rethinking Few-Shot Learning and Recurrent Neural Nets Sep 28, 2022 Computational Efficiency Deblurring
— Unverified Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification Jun 15, 2022 Few-Shot Learning image-classification
— Unverified Less than Few: Self-Shot Video Instance Segmentation Apr 19, 2022 Few-Shot Learning Instance Segmentation
— Unverified Leveraging Biases in Large Language Models: "bias-kNN'' for Effective Few-Shot Learning Jan 18, 2024 Few-Shot Learning In-Context Learning
— Unverified Leveraging Few-Shot Data Augmentation and Waterfall Prompting for Response Generation Aug 2, 2023 Data Augmentation Few-Shot Learning
— Unverified Wisdom of Instruction-Tuned Language Model Crowds. Exploring Model Label Variation Jul 24, 2023 Few-Shot Learning Hate Speech Detection
— Unverified Text Descriptions are Compressive and Invariant Representations for Visual Learning Jul 10, 2023 Descriptive Few-Shot Learning
— Unverified Leveraging pre-trained language models for conversational information seeking from text Mar 31, 2022 Few-Shot Learning In-Context Learning
— Unverified Leveraging Twitter Data for Sentiment Analysis of Transit User Feedback: An NLP Framework Oct 11, 2023 Few-Shot Learning Sentiment Analysis
— Unverified Leveraging Vision-Language Models for Manufacturing Feature Recognition in CAD Designs Nov 5, 2024 Few-Shot Learning Hallucination
— Unverified Leveraging Weakly Annotated Data for Hate Speech Detection in Code-Mixed Hinglish: A Feasibility-Driven Transfer Learning Approach with Large Language Models Mar 4, 2024 Few-Shot Learning Hate Speech Detection
— Unverified 