Decomposed Prototype Learning for Few-Shot Scene Graph Generation Mar 20, 2023 Few-Shot Learning Graph Generation
— Unverified A general-purpose AI assistant embedded in an open-source radiology information system Mar 18, 2023 Active Learning Few-Shot Learning
— Unverified Remote Task-oriented Grasp Area Teaching By Non-Experts through Interactive Segmentation and Few-Shot Learning Mar 17, 2023 Few-Shot Learning Interactive Segmentation
Code Code Available A Survey of Deep Visual Cross-Domain Few-Shot Learning Mar 16, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified Instance-Conditioned GAN Data Augmentation for Representation Learning Mar 16, 2023 Data Augmentation Few-Shot Learning
— Unverified Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Mar 15, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning Mar 15, 2023 Few-Shot Learning
Code Code Available HazardNet: Road Debris Detection by Augmentation of Synthetic Models Mar 14, 2023 Few-Shot Learning
— Unverified Meta-learning approaches for few-shot learning: A survey of recent advances Mar 13, 2023 Deep Learning Few-Shot Learning
— Unverified Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models Mar 12, 2023 Domain Generalization Few-Shot Learning
— Unverified Consistency Analysis of ChatGPT Mar 11, 2023 Few-Shot Learning Language Modelling
— Unverified Knowledge-augmented Few-shot Visual Relation Detection Mar 9, 2023 Diversity Few-Shot Learning
— Unverified MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation Mar 9, 2023 Few-shot Instance Segmentation Few-Shot Learning
Code Code Available MenuCraft: Interactive Menu System Design with Large Language Models Mar 8, 2023 Few-Shot Learning In-Context Learning
Code Code Available Exploring Data Augmentation Methods on Social Media Corpora Mar 3, 2023 Data Augmentation Few-Shot Learning
— Unverified Mixture of Soft Prompts for Controllable Data Generation Mar 2, 2023 Data Augmentation Denoising
Code Code Available A Few-Shot Attention Recurrent Residual U-Net for Crack Segmentation Mar 2, 2023 Crack Segmentation Few-Shot Learning
Code Code Available Self-Supervised Few-Shot Learning for Ischemic Stroke Lesion Segmentation Mar 2, 2023 Few-Shot Learning Ischemic Stroke Lesion Segmentation
Code Code Available CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping Feb 28, 2023 3D Point Cloud Classification Contrastive Learning
— Unverified Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start Recommendation Feb 28, 2023 Few-Shot Learning Meta-Learning
Code Code Available DEff-GAN: Diverse Attribute Transfer for Few-Shot Image Synthesis Feb 28, 2023 Attribute Diversity
Code Code Available AugGPT: Leveraging ChatGPT for Text Data Augmentation Feb 25, 2023 Data Augmentation Few-Shot Learning
Code Code Available Language Models are Few-shot Learners for Prognostic Prediction Feb 24, 2023 Few-Shot Learning Prediction
— Unverified Pre-Finetuning for Few-Shot Emotional Speech Recognition Feb 24, 2023 Few-Shot Learning speech-recognition
Code Code Available Small Sample Hyperspectral Image Classification Based on the Random Patches Network and Recursive Filtering Feb 23, 2023 Classification Dimensionality Reduction
Code Code Available Sentence Simplification via Large Language Models Feb 23, 2023 Few-Shot Learning Sentence
Code Code Available Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention Feb 21, 2023 Contrastive Learning Few-Shot Learning
— Unverified KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting Feb 21, 2023 Entity Retrieval Few-Shot Learning
— Unverified Mask-guided BERT for Few Shot Text Classification Feb 21, 2023 Classification Contrastive Learning
— Unverified Meta-World Conditional Neural Processes Feb 20, 2023 Few-Shot Learning Hallucination
— Unverified Few-shot Multimodal Multitask Multilingual Learning Feb 19, 2023 Few-Shot Learning In-Context Learning
— Unverified DGP-Net: Dense Graph Prototype Network for Few-Shot SAR Target Recognition Feb 19, 2023 Few-Shot Learning
— Unverified Neural Attention Memory Feb 18, 2023 Few-Shot Learning Zero-shot Generalization
— Unverified An Adaptive Plug-and-Play Network for Few-Shot Learning Feb 18, 2023 Few-Shot Learning
— Unverified Scalable Prompt Generation for Semi-supervised Learning with Language Models Feb 18, 2023 Few-Shot Learning Natural Language Understanding
— Unverified Few-shot 3D LiDAR Semantic Segmentation for Autonomous Driving Feb 17, 2023 Autonomous Driving Few-Shot Learning
— Unverified CovidExpert: A Triplet Siamese Neural Network framework for the detection of COVID-19 Feb 17, 2023 Computed Tomography (CT) COVID-19 Diagnosis
— Unverified Conversation Style Transfer using Few-Shot Learning Feb 16, 2023 Few-Shot Learning In-Context Learning
— Unverified Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Feb 16, 2023 Few-Shot Learning Language Modeling
— Unverified Few-shot learning approaches for classifying low resource domain specific software requirements Feb 14, 2023 Few-Shot Learning
— Unverified Distillation of encoder-decoder transformers for sequence labelling Feb 10, 2023 Decoder Few-Shot Learning
— Unverified Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning Feb 9, 2023 Few-Shot Learning Image Captioning
— Unverified Gestalt-Guided Image Understanding for Few-Shot Learning Feb 8, 2023 Few-Shot Learning
Code Code Available CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Feb 8, 2023 Benchmarking Few-Shot Learning
— Unverified A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Feb 8, 2023 Few-Shot Learning Zero-Shot Learning
— Unverified AutoWS: Automated Weak Supervision Framework for Text Classification Feb 7, 2023 Active Learning Classification
— Unverified Hebbian and Gradient-based Plasticity Enables Robust Memory and Rapid Learning in RNNs Feb 7, 2023 Few-Shot Learning
Code Code Available Implicit Geometry and Interaction Embeddings Improve Few-Shot Molecular Property Prediction Feb 4, 2023 Few-Shot Learning Molecular Docking
Code Code Available The unreasonable effectiveness of few-shot learning for machine translation Feb 2, 2023 Decoder Few-Shot Learning
— Unverified Differentiable Entailment for Parameter Efficient Few Shot Learning Jan 31, 2023 Few-Shot Learning
— Unverified 