Fine-grained Few-shot Recognition by Deep Object Parsing Jul 14, 2022 Few-Shot Learning Object
— Unverified Instance Selection Mechanisms for Human-in-the-Loop Systems in Few-Shot Learning Jul 14, 2022 BIG-bench Machine Learning Few-Shot Learning
Code Code Available Convolutional Bypasses Are Better Vision Transformer Adapters Jul 14, 2022 Few-Shot Learning Inductive Bias
Code Code Available Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning Jul 14, 2022 Few-Shot Learning Meta-Learning
Code Code Available Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts Jul 14, 2022 Few-Shot Learning
— Unverified A Reinforcement Learning-based Offensive semantics Censorship System for Chatbots Jul 13, 2022 Chatbot Few-Shot Learning
— Unverified ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities Jul 11, 2022 Articles Few-Shot Learning
Code Code Available Continual Few-Shot Learning with Adversarial Class Storage Jul 10, 2022 continual few-shot learning Few-Shot Learning
— Unverified Generating Pseudo-labels Adaptively for Few-shot Model-Agnostic Meta-Learning Jul 9, 2022 Few-Shot Learning Meta-Learning
— Unverified Few 'Zero Level Set'-Shot Learning of Shape Signed Distance Functions in Feature Space Jul 9, 2022 3D Reconstruction Decoder
Code Code Available Few-shot training LLMs for project-specific code-summarization Jul 9, 2022 Code Summarization Few-Shot Learning
— Unverified On the Subspace Structure of Gradient-Based Meta-Learning Jul 8, 2022 Few-Shot Learning image-classification
— Unverified Few-Shot Scene Classification of Optical Remote Sensing Images Leveraging Calibrated Pretext Tasks Jul 6, 2022 Contrastive Learning Few-Shot Learning
Code Code Available FewSOL: A Dataset for Few-Shot Object Learning in Robotic Environments Jul 6, 2022 Attribute Classification
Code Code Available DCT-Net: Domain-Calibrated Translation for Portrait Stylization Jul 6, 2022 Few-Shot Learning Style Transfer
Code Code Available CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning Jul 4, 2022 3D Part Segmentation Few-Shot Learning
— Unverified Dynamic Sub-Cluster-Aware Network for Few-Shot Skin Disease Classification Jul 3, 2022 Classification Clustering
Code Code Available Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling Jul 1, 2022 Contrastive Learning Data Augmentation
— Unverified Interactive Symbol Grounding with Complex Referential Expressions Jul 1, 2022 Few-Shot Learning Negation
Code Code Available CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3 Jul 1, 2022 Data Augmentation Few-Shot Learning
— Unverified Few-shot fine-tuning SOTA summarization models for medical dialogues Jul 1, 2022 Abstractive Text Summarization Few-Shot Learning
— Unverified AISFG: Abundant Information Slot Filling Generator Jul 1, 2022 Few-Shot Learning slot-filling
— Unverified RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning Jul 1, 2022 Few-Shot Learning Link Prediction
— Unverified LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification Jul 1, 2022 Classification Document Embedding
— Unverified Few-shot Learning for Sumerian Named Entity Recognition Jul 1, 2022 Few-Shot Learning named-entity-recognition
— Unverified Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Jun 30, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Domain Agnostic Few-shot Learning for Speaker Verification Jun 28, 2022 Domain Generalization Few-Shot Learning
— Unverified Few-Shot Cross-Lingual TTS Using Transferable Phoneme Embedding Jun 27, 2022 Few-Shot Learning text-to-speech
— Unverified Understanding Benign Overfitting in Gradient-Based Meta Learning Jun 27, 2022 Few-Shot Learning Learning Theory
— Unverified Prompting Decision Transformer for Few-Shot Policy Generalization Jun 27, 2022 Few-Shot Learning Inductive Bias
— Unverified Few-Shot Stance Detection via Target-Aware Prompt Distillation Jun 27, 2022 Few-Shot Learning Few-Shot Stance Detection
— Unverified Task-Adaptive Few-shot Node Classification Jun 23, 2022 Classification Few-Shot Learning
Code Code Available Single Morphing Attack Detection using Siamese Network and Few-shot Learning Jun 22, 2022 Face Morphing Attack Detection Face Verification
— Unverified Low Resource Pipeline for Spoken Language Understanding via Weak Supervision Jun 21, 2022 Emotion Classification Few-Shot Learning
— Unverified Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification Jun 20, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available C^*-algebra Net: A New Approach Generalizing Neural Network Parameters to C^*-algebra Jun 20, 2022 Density Estimation Few-Shot Learning
— Unverified Model-Agnostic Few-Shot Open-Set Recognition Jun 18, 2022 Few-Shot Learning model
Code Code Available EEML: Ensemble Embedded Meta-learning Jun 18, 2022 Few-Shot Learning Meta-Learning
— Unverified Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning Jun 17, 2022 Few-Shot Learning Offline RL
Code Code Available FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Jun 17, 2022 Federated Learning Few-Shot Learning
Code Code Available Lifelong Wandering: A realistic few-shot online continual learning setting Jun 16, 2022 Continual Learning Few-Shot Learning
— Unverified Channel Importance Matters in Few-Shot Image Classification Jun 16, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 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 Rethinking Generalization in Few-Shot Classification Jun 15, 2022 Classification Few-Shot Image Classification
Code Code Available NatGen: Generative pre-training by "Naturalizing" source code Jun 15, 2022 Code Generation Code Translation
Code Code Available Language Models are General-Purpose Interfaces Jun 13, 2022 Causal Language Modeling Few-Shot Learning
— Unverified From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams Jun 11, 2022 BIG-bench Machine Learning Few-Shot Learning
— Unverified Real-time Hyper-Dimensional Reconfiguration at the Edge using Hardware Accelerators Jun 10, 2022 Few-Shot Learning Quantization
— Unverified Neural Prompt Search Jun 9, 2022 Few-Shot Learning Image Classification
Code Code Available 