Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot Techniques Jul 4, 2024 Argument Mining Cross-Lingual Transfer
Code Code Available 5 ACE: Anatomically Consistent Embeddings in Composition and Decomposition Jan 17, 2025 Few-Shot Learning Image Cropping
Code Code Available 5 CLOSURE: Assessing Systematic Generalization of CLEVR Models Dec 12, 2019 Few-Shot Learning Systematic Generalization
Code Code Available 5 Make SVM great again with Siamese kernel for few-shot learning Jan 1, 2018 Few-Shot Learning General Classification
Code Code Available 5 AffinityNet: semi-supervised few-shot learning for disease type prediction May 22, 2018 Deep Learning Few-Shot Learning
Code Code Available 5 Closed-Form Feedback-Free Learning with Forward Projection Jan 27, 2025 Few-Shot Learning Form
Code Code Available 5 CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media Oct 1, 2022 Articles Contrastive Learning
Code Code Available 5 Probing Predictions on OOD Images via Nearest Categories Nov 17, 2020 Adversarial Robustness Few-Shot Learning
Code Code Available 5 Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning Dec 1, 2018 Few-Shot Learning Metric Learning
Code Code Available 5 Are LSTMs Good Few-Shot Learners? Oct 22, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery Mar 26, 2018 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 MA 3 : Model Agnostic Adversarial Augmentation for Few Shot learning Apr 10, 2020 Few-Shot Learning
Code Code Available 5 Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available 5 A Few-shot Learning Graph Multi-Trajectory Evolution Network for Forecasting Multimodal Baby Connectivity Development from a Baseline Timepoint Oct 6, 2021 Few-Shot Learning Trajectory Prediction
Code Code Available 5 MAD: Meta Adversarial Defense Benchmark Sep 18, 2023 Adversarial Defense Few-Shot Learning
Code Code Available 5 ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements? Nov 28, 2023 Few-Shot Learning Information Retrieval
Code Code Available 5 Logarithm-transform aided Gaussian Sampling for Few-Shot Learning Sep 28, 2023 Classification Few-Shot Image Classification
Code Code Available 5 LLM-based Rewriting of Inappropriate Argumentation using Reinforcement Learning from Machine Feedback Jun 5, 2024 Few-Shot Learning Language Modeling
Code Code Available 5 A few-shot learning approach with domain adaptation for personalized real-life stress detection in close relationships Oct 27, 2022 Domain Adaptation Few-Shot Learning
Code Code Available 5 Long-term Cross Adversarial Training: A Robust Meta-learning Method for Few-shot Classification Tasks Jun 22, 2021 Adversarial Robustness Classification
Code Code Available 5 MATE: Plugging in Model Awareness to Task Embedding for Meta Learning Dec 1, 2020 feature selection Few-Shot Learning
Code Code Available 5 Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start Recommendation Feb 28, 2023 Few-Shot Learning Meta-Learning
Code Code Available 5 Learn Continually, Generalize Rapidly: Lifelong Knowledge Accumulation for Few-shot Learning Apr 18, 2021 Continual Learning Few-Shot Learning
Code Code Available 5 LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Aug 31, 2021 Few-Shot Learning Language Modelling
Code Code Available 5 Classification of Radiological Text in Small and Imbalanced Datasets in a Non-English Language Sep 30, 2024 Few-Shot Learning Sentence
Code Code Available 5 APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents Nov 26, 2024 Few-Shot Learning Large Language Model
Code Code Available 5 Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning Aug 22, 2019 Fault Diagnosis Few-Shot Learning
Code Code Available 5 Class-Agnostic Counting Nov 1, 2018 Crowd Counting Few-Shot Learning
Code Code Available 5 ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification Mar 4, 2022 counterfactual Few-Shot Learning
Code Code Available 5 A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation Mar 2, 2023 Crack Segmentation Few-Shot Learning
Code Code Available 5 L-HYDRA: Multi-Head Physics-Informed Neural Networks Jan 5, 2023 Few-Shot Learning Meta-Learning
Code Code Available 5 Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning Dec 18, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available 5 A Primal-Dual Subgradient Approachfor Fair Meta Learning Sep 26, 2020 Fairness Few-Shot Learning
Code Code Available 5 Leveraging Bottom-Up and Top-Down Attention for Few-Shot Object Detection Jul 23, 2020 Few-Shot Learning Few-Shot Object Detection
Code Code Available 5 Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding Jun 9, 2023 Few-Shot Learning image-classification
Code Code Available 5 Chatbots Are Not Reliable Text Annotators Nov 9, 2023 Few-Shot Learning text annotation
Code Code Available 5 AugGPT: Leveraging ChatGPT for Text Data Augmentation Feb 25, 2023 Data Augmentation Few-Shot Learning
Code Code Available 5 Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution Feb 23, 2021 Few-Shot Learning Learning Theory
Code Code Available 5 LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning May 15, 2019 Few-Shot Learning Meta-Learning
Code Code Available 5 Learning to Propagate for Graph Meta-Learning Sep 11, 2019 Dataset Generation Few-Shot Image Classification
Code Code Available 5 Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning May 25, 2018 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 A Feature Generator for Few-Shot Learning Sep 21, 2024 Few-Shot Learning
Code Code Available 5 CFReID: Continual Few-shot Person Re-Identification Mar 24, 2025 Few-Shot Learning Person Re-Identification
Code Code Available 5 Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time Feb 22, 2019 Clustering Few-Shot Learning
Code Code Available 5 Certification of Speaker Recognition Models to Additive Perturbations Apr 29, 2024 Few-Shot Learning Speaker Recognition
Code Code Available 5 Learning to Learn Variational Semantic Memory Oct 20, 2020 Few-Shot Learning General Knowledge
Code Code Available 5 Accelerating Convergence in Bayesian Few-Shot Classification May 2, 2024 Classification Few-Shot Learning
Code Code Available 5 Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding Jun 19, 2023 Adversarial Robustness Few-Shot Learning
Code Code Available 5 Learning to Learn Kernels with Variational Random Features Jun 11, 2020 Few-Shot Learning Meta-Learning
Code Code Available 5 An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments Feb 26, 2020 Face Recognition Few-Shot Learning
Code Code Available 5 