AniWho : A Quick and Accurate Way to Classify Anime Character Faces in Images Aug 23, 2022 Few-Shot Learning Transfer Learning
Code Code Available Adversarial Feature Augmentation for Cross-domain Few-shot Classification Aug 23, 2022 Classification Cross-Domain Few-Shot
Code Code Available Transfer Learning Application of Self-supervised Learning in ARPES Aug 23, 2022 Few-Shot Learning Self-Supervised Learning
— Unverified Transductive Decoupled Variational Inference for Few-Shot Classification Aug 22, 2022 Classification Few-Shot Image Classification
Code Code Available 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 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 Open Long-Tailed Recognition in a Dynamic World Aug 17, 2022 Active Learning Classification
— Unverified Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning Aug 15, 2022 Contrastive Learning Few-Shot Learning
Code Code Available GPPT: Graph Pre-training and Prompt Tuning to Generalize Graph Neural Networks Aug 14, 2022 Few-Shot Learning Node Classification
Code Code Available 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 Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model Aug 8, 2022 Aerial Scene 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 Atlas: Few-shot Learning with Retrieval Augmented Language Models Aug 5, 2022 Fact Checking Few-Shot Learning
Code Code Available 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 Improving Meta-Learning Generalization with Activation-Based Early-Stopping Aug 3, 2022 Few-Shot Learning Meta-Learning
Code Code Available 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 Free-HeadGAN: Neural Talking Head Synthesis with Explicit Gaze Control Aug 3, 2022 Few-Shot Learning Gaze Estimation
— Unverified AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Aug 2, 2022 Causal Language Modeling Common Sense Reasoning
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 Adaptation Works with UnpredicTable Data Aug 1, 2022 Domain Adaptation Few-Shot Learning
Code Code Available 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 Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification Jul 26, 2022 Few-Shot Learning Hyperspectral Image Classification
Code Code Available 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 Rethinking Few-Shot Object Detection on a Multi-Domain Benchmark Jul 22, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available Language Model Cascades Jul 21, 2022 Few-Shot Learning Language Modeling
Code Code Available Bitwidth-Adaptive Quantization-Aware Neural Network Training: A Meta-Learning Approach Jul 20, 2022 Few-Shot Learning Meta-Learning
Code Code Available Similarity of Pre-trained and Fine-tuned Representations Jul 19, 2022 Domain Adaptation Few-Shot Learning
— Unverified Self-Supervision Can Be a Good Few-Shot Learner Jul 19, 2022 cross-domain few-shot learning Few-Shot Image Classification
Code Code Available 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 Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition Jul 16, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations Jul 16, 2022 Few-Shot Learning
Code Code Available Segment-level Metric Learning for Few-shot Bioacoustic Event Detection Jul 15, 2022 Event Detection Few-Shot Learning
Code Code Available Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation Jul 14, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 