Simulated Annealing in Early Layers Leads to Better Generalization Apr 10, 2023 Few-Shot Learning Transfer Learning
Code Code Available WikiGoldSK: Annotated Dataset, Baselines and Few-Shot Learning Experiments for Slovak Named Entity Recognition Apr 8, 2023 Few-Shot Learning named-entity-recognition
Code Code Available Revisiting Automated Prompting: Are We Actually Doing Better? Apr 7, 2023 Few-Shot Learning
Code Code Available Learning to Learn with Indispensable Connections Apr 6, 2023 Few-Shot Learning Meta-Learning
— Unverified Meta-Learning with a Geometry-Adaptive Preconditioner Apr 4, 2023 Few-Shot Image Classification Few-Shot Learning
Code Code Available Sociocultural knowledge is needed for selection of shots in hate speech detection tasks Apr 4, 2023 Few-Shot Learning Hate Speech Detection
— Unverified Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement Apr 3, 2023 All Computational Efficiency
Code Code Available Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning Apr 2, 2023 Few-Shot Learning Inductive Learning
Code Code Available A Closer Look at Few-Shot 3D Point Cloud Classification Mar 31, 2023 3D Point Cloud Classification Few-Shot 3D Point Cloud Classification
Code Code Available Cross-Cultural Transfer Learning for Chinese Offensive Language Detection Mar 31, 2023 Cultural Vocal Bursts Intensity Prediction Few-Shot Learning
— Unverified What Makes for Effective Few-shot Point Cloud Classification? Mar 31, 2023 Benchmarking Classification
Code Code Available Point2Vec for Self-Supervised Representation Learning on Point Clouds Mar 29, 2023 3D Part Segmentation 3D Point Cloud Classification
Code Code Available Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering Mar 29, 2023 Few-Shot Learning Language Modelling
Code Code Available Channel Phase Processing in Wireless Networks for Human Activity Recognition Mar 29, 2023 Activity Recognition Denoising
— Unverified On Codex Prompt Engineering for OCL Generation: An Empirical Study Mar 28, 2023 Few-Shot Learning Prompt Engineering
— Unverified Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network Mar 28, 2023 Few-shot 3D Point Cloud Semantic Segmentation Few-Shot Learning
— Unverified Learning Expressive Prompting With Residuals for Vision Transformers Mar 27, 2023 Few-Shot Learning image-classification
— Unverified Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Mar 27, 2023 Contrastive Learning Denoising
— Unverified Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching Mar 27, 2023 Decoder Few-Shot Learning
Code Code Available Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation Mar 25, 2023 Federated Learning Few-Shot Learning
Code Code Available Supervised Masked Knowledge Distillation for Few-Shot Transformers Mar 25, 2023 Few-Shot Learning Inductive Bias
Code Code Available Semantic Prompt for Few-Shot Image Recognition Mar 24, 2023 Few-Shot Learning
Code Code Available SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Mar 24, 2023 Abstractive Text Summarization Few-Shot Learning
— Unverified Few Shot Medical Image Segmentation with Cross Attention Transformer Mar 24, 2023 Few-Shot Learning Image Segmentation
Code Code Available ReVersion: Diffusion-Based Relation Inversion from Images Mar 23, 2023 Contrastive Learning Few-Shot Learning
Code Code Available Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization Mar 22, 2023 Domain Generalization Few-Shot Learning
Code Code Available 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 Instance-Conditioned GAN Data Augmentation for Representation Learning Mar 16, 2023 Data Augmentation Few-Shot Learning
— Unverified Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings Mar 16, 2023 Few-Shot Learning
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 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning Mar 15, 2023 Few-Shot Learning
Code Code Available Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Mar 15, 2023 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified GPT-4 Technical Report Mar 15, 2023 answerability prediction Arithmetic Reasoning
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 DETA: Denoised Task Adaptation for Few-Shot Learning Mar 11, 2023 Denoising Few-Shot Learning
Code Code Available Consistency Analysis of ChatGPT Mar 11, 2023 Few-Shot Learning Language Modelling
— 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 Knowledge-augmented Few-shot Visual Relation Detection Mar 9, 2023 Diversity Few-Shot Learning
— Unverified MenuCraft: Interactive Menu System Design with Large Language Models Mar 8, 2023 Few-Shot Learning In-Context Learning
Code Code Available Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language Mar 6, 2023 Activity Prediction Attribute
Code Code Available Prismer: A Vision-Language Model with Multi-Task Experts Mar 4, 2023 Few-Shot Learning Image Captioning
Code Code Available Exploring Data Augmentation Methods on Social Media Corpora Mar 3, 2023 Data Augmentation Few-Shot Learning
— Unverified Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners Mar 3, 2023 Few-Shot Learning Representation Learning
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 Mixture of Soft Prompts for Controllable Data Generation Mar 2, 2023 Data Augmentation Denoising
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 