AniWho : A Quick and Accurate Way to Classify Anime Character Faces in Images Aug 23, 2022 Few-Shot Learning Transfer Learning
Code Code Available Unsupervised Question Answering via Answer Diversifying Aug 23, 2022 Data Augmentation Denoising
Code Code Available Transfer Learning Application of Self-supervised Learning in ARPES Aug 23, 2022 Few-Shot Learning Self-Supervised Learning
— Unverified MetaRF: Differentiable Random Forest for Reaction Yield Prediction with a Few Trails Aug 22, 2022 Dimensionality Reduction Few-Shot Learning
— Unverified Learning Primitive-aware Discriminative Representations for Few-shot Learning Aug 20, 2022 Few-Shot Learning
— Unverified Unsupervisedly Prompting AlphaFold2 for Few-Shot Learning of Accurate Folding Landscape and Protein Structure Prediction Aug 20, 2022 Denoising Few-Shot Learning
Code Code Available IPNET:Influential Prototypical Networks for Few Shot Learning Aug 19, 2022 Few-Shot Learning Meta-Learning
— Unverified Open Long-Tailed Recognition in a Dynamic World Aug 17, 2022 Active Learning Classification
— Unverified Gradient-Based Meta-Learning Using Uncertainty to Weigh Loss for Few-Shot Learning Aug 17, 2022 Few-Shot Learning Meta-Learning
— Unverified Constrained Few-Shot Learning: Human-Like Low Sample Complexity Learning and Non-Episodic Text Classification Aug 17, 2022 Few-Shot Learning Meta-Learning
— Unverified Limits of an AI program for solving college math problems Aug 14, 2022 Few-Shot Learning Math
— Unverified Domain-invariant Prototypes for Semantic Segmentation Aug 12, 2022 Domain Adaptation Few-Shot Learning
— Unverified Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray Images Aug 10, 2022 Binary Classification Few-Shot Learning
Code Code Available Preserving Fine-Grain Feature Information in Classification via Entropic Regularization Aug 7, 2022 Classification Diversity
Code Code Available A Game-Theoretic Perspective of Generalization in Reinforcement Learning Aug 7, 2022 Few-Shot Learning Meta-Learning
— Unverified Convolutional Ensembling based Few-Shot Defect Detection Technique Aug 5, 2022 Anomaly Detection Defect Detection
— Unverified Transferable Multi-Agent Reinforcement Learning with Dynamic Participating Agents Aug 4, 2022 Few-Shot Learning Multi-agent Reinforcement Learning
— Unverified Solving the Baby Intuitions Benchmark with a Hierarchically Bayesian Theory of Mind Aug 4, 2022 Few-Shot Learning Imitation Learning
Code Code Available Free-HeadGAN: Neural Talking Head Synthesis with Explicit Gaze Control Aug 3, 2022 Few-Shot Learning Gaze Estimation
— Unverified Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's Perspective Aug 3, 2022 Binary Classification Few-Shot Learning
Code Code Available Improving Meta-Learning Generalization with Activation-Based Early-Stopping Aug 3, 2022 Few-Shot Learning Meta-Learning
Code Code Available The Curse of Low Task Diversity: On the Failure of Transfer Learning to Outperform MAML and Their Empirical Equivalence Aug 2, 2022 Diversity Few-Shot Learning
— Unverified Few-shot Single-view 3D Reconstruction with Memory Prior Contrastive Network Jul 30, 2022 3D Reconstruction Contrastive Learning
— Unverified A Survey of Learning on Small Data: Generalization, Optimization, and Challenge Jul 29, 2022 Active Learning Contrastive Learning
— Unverified Conservative Generator, Progressive Discriminator: Coordination of Adversaries in Few-shot Incremental Image Synthesis Jul 29, 2022 Few-Shot Learning Image Generation
— Unverified Boosting Point-BERT by Multi-choice Tokens Jul 27, 2022 Few-Shot Learning Language Modeling
Code Code Available BeCAPTCHA-Type: Biometric Keystroke Data Generation for Improved Bot Detection Jul 27, 2022 Few-Shot Learning Vocal Bursts Type Prediction
— Unverified Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification Jul 25, 2022 Classification Diversity
— Unverified Kernel Relative-prototype Spectral Filtering for Few-shot Learning Jul 24, 2022 Few-Shot Learning
Code Code Available Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence Jul 22, 2022 Data Augmentation Few-Shot Learning
— Unverified Similarity of Pre-trained and Fine-tuned Representations Jul 19, 2022 Domain Adaptation Few-Shot Learning
— Unverified On the cross-lingual transferability of multilingual prototypical models across NLU tasks Jul 19, 2022 Few-Shot Learning Meta-Learning
— Unverified STT: Soft Template Tuning for Few-Shot Adaptation Jul 18, 2022 Few-Shot Learning Language Modeling
— Unverified Generative Adversarial Networks Based on Transformer Encoder and Convolution Block for Hyperspectral Image Classification Jul 16, 2022 Classification Classification Of Hyperspectral Images
— Unverified Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations Jul 16, 2022 Few-Shot Learning
Code Code Available Fine-grained Few-shot Recognition by Deep Object Parsing Jul 14, 2022 Few-Shot Learning Object
— Unverified Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts Jul 14, 2022 Few-Shot Learning
— 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 Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning Jul 14, 2022 Few-Shot Learning Meta-Learning
Code Code Available A Reinforcement Learning-based Offensive semantics Censorship System for Chatbots Jul 13, 2022 Chatbot Few-Shot Learning
— Unverified Continual Few-Shot Learning with Adversarial Class Storage Jul 10, 2022 continual few-shot learning Few-Shot Learning
— Unverified Few-shot training LLMs for project-specific code-summarization Jul 9, 2022 Code Summarization Few-Shot 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 Generating Pseudo-labels Adaptively for Few-shot Model-Agnostic Meta-Learning Jul 9, 2022 Few-Shot Learning Meta-Learning
— Unverified On the Subspace Structure of Gradient-Based Meta-Learning Jul 8, 2022 Few-Shot Learning image-classification
— Unverified FewSOL: A Dataset for Few-Shot Object Learning in Robotic Environments Jul 6, 2022 Attribute Classification
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 LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification Jul 1, 2022 Classification Document Embedding
— 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 