RAMario: Experimental Approach to Reptile Algorithm -- Reinforcement Learning for Mario May 16, 2023 Few-Shot Learning Meta-Learning
Code Code Available SuSana Distancia is all you need: Enforcing class separability in metric learning via two novel distance-based loss functions for few-shot image classification May 15, 2023 All Few-Shot Image Classification
— Unverified Learning More Discriminative Local Descriptors for Few-shot Learning May 15, 2023 Few-Shot Learning image-classification
— Unverified Meta-DM: Applications of Diffusion Models on Few-Shot Learning May 14, 2023 Few-Shot Learning Unsupervised Few-Shot Image Classification
— Unverified Few Shot Learning for Medical Imaging: A Comparative Analysis of Methodologies and Formal Mathematical Framework May 8, 2023 Few-Shot Learning Medical Image Analysis
— Unverified The Role of Data Curation in Image Captioning May 5, 2023 Few-Shot Learning Image Captioning
Code Code Available Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models May 4, 2023 Few-Shot Learning Graph Clustering
Code Code Available Plug-and-Play Multilingual Few-shot Spoken Words Recognition May 3, 2023 Few-Shot Learning Keyword Spotting
— Unverified Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization May 3, 2023 Abstractive Text Summarization Contrastive Learning
Code Code Available Learning to Detect Novel and Fine-Grained Acoustic Sequences Using Pretrained Audio Representations May 3, 2023 Event Detection Few-Shot Learning
— Unverified Causal Interventions-based Few-Shot Named Entity Recognition May 3, 2023 Few-Shot Learning few-shot-ner
— Unverified DocLangID: Improving Few-Shot Training to Identify the Language of Historical Documents May 3, 2023 Few-Shot Learning Language Identification
Code Code Available AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking May 3, 2023 Few-Shot Learning Question Answering
Code Code Available Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment May 2, 2023 Cross-Lingual Transfer Few-Shot Learning
Code Code Available Accelerating Neural Self-Improvement via Bootstrapping May 2, 2023 Few-Shot Learning Meta-Learning
— Unverified HQP: A Human-Annotated Dataset for Detecting Online Propaganda Apr 28, 2023 Few-Shot Learning Propaganda detection
Code Code Available Analogy-Forming Transformers for Few-Shot 3D Parsing Apr 27, 2023 Few-Shot Learning Meta-Learning
— Unverified Adaptive manifold for imbalanced transductive few-shot learning Apr 27, 2023 Few-Shot Learning
— Unverified Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection Apr 24, 2023 Data Augmentation Few-Shot Learning
— Unverified Towards Addressing Training Data Scarcity Challenge in Emerging Radio Access Networks: A Survey and Framework Apr 24, 2023 Few-Shot Learning Matrix Completion
— Unverified Information Extraction from Documents: Question Answering vs Token Classification in real-world setups Apr 21, 2023 Classification Few-Shot Learning
— Unverified RPLKG: Robust Prompt Learning with Knowledge Graph Apr 21, 2023 Domain Generalization Few-Shot Learning
— Unverified Semantic-Aware Graph Matching Mechanism for Multi-Label Image Recognition Apr 21, 2023 Few-Shot Learning Graph Matching
Code Code Available Clustered-patch Element Connection for Few-shot Learning Apr 20, 2023 Few-Shot Learning Few-Shot Semantic Segmentation
Code Code Available MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Apr 19, 2023 Data Augmentation Few-Shot Learning
— Unverified Few-shot Medical Image Segmentation via Cross-Reference Transformer Apr 19, 2023 Few-Shot Learning Image Segmentation
— Unverified CancerGPT: Few-shot Drug Pair Synergy Prediction using Large Pre-trained Language Models Apr 18, 2023 Few-Shot Learning Prediction
— Unverified A Survey on Few-Shot Class-Incremental Learning Apr 17, 2023 class-incremental learning Class Incremental Learning
— Unverified Instance-level Few-shot Learning with Class Hierarchy Mining Apr 15, 2023 Few-shot Instance Segmentation Few-Shot Learning
Code Code Available The Art of Camouflage: Few-Shot Learning for Animal Detection and Segmentation Apr 15, 2023 Camouflaged Object Segmentation Few-shot Instance Segmentation
Code Code Available SMAE: Few-shot Learning for HDR Deghosting with Saturation-Aware Masked Autoencoders Apr 14, 2023 Few-Shot Learning Pseudo Label
— Unverified Out-of-distribution Few-shot Learning For Edge Devices without Model Fine-tuning Apr 13, 2023 Domain Generalization Few-Shot Learning
— Unverified LSFSL: Leveraging Shape Information in Few-shot Learning Apr 13, 2023 Few-Shot Learning
— Unverified On the Opportunities and Challenges of Foundation Models for Geospatial Artificial Intelligence Apr 13, 2023 Few-Shot Learning Scene Classification
— Unverified Few Shot Semantic Segmentation: a review of methodologies, benchmarks, and open challenges Apr 12, 2023 Autonomous Driving Few-Shot Learning
— Unverified 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 Sociocultural knowledge is needed for selection of shots in hate speech detection tasks Apr 4, 2023 Few-Shot Learning Hate Speech Detection
— Unverified 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 Cross-Cultural Transfer Learning for Chinese Offensive Language Detection Mar 31, 2023 Cultural Vocal Bursts Intensity Prediction Few-Shot Learning
— Unverified Channel Phase Processing in Wireless Networks for Human Activity Recognition Mar 29, 2023 Activity Recognition Denoising
— 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 On Codex Prompt Engineering for OCL Generation: An Empirical Study Mar 28, 2023 Few-Shot Learning Prompt Engineering
— Unverified Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Mar 27, 2023 Contrastive Learning Denoising
— Unverified Learning Expressive Prompting With Residuals for Vision Transformers Mar 27, 2023 Few-Shot Learning image-classification
— Unverified 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 SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization Mar 24, 2023 Abstractive Text Summarization Few-Shot Learning
— Unverified Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization Mar 22, 2023 Domain Generalization Few-Shot Learning
Code Code Available 