Function Contrastive Learning of Transferable Representations Sep 28, 2020 Contrastive Learning Few-Shot Learning
— Unverified Head2HeadFS: Video-based Head Reenactment with Few-shot Learning Mar 30, 2021 Few-Shot Learning Pose Transfer
— Unverified HetMAML: Task-Heterogeneous Model-Agnostic Meta-Learning for Few-Shot Learning Across Modalities May 17, 2021 Few-Shot Learning Meta-Learning
— Unverified HFBRI-MAE: Handcrafted Feature Based Rotation-Invariant Masked Autoencoder for 3D Point Cloud Analysis Apr 19, 2025 Few-Shot Learning Self-Supervised Learning
— Unverified Automatic Validation of Textual Attribute Values in E-commerce Catalog by Learning with Limited Labeled Data Jun 15, 2020 Attribute Few-Shot Learning
— Unverified Demystifying Prompts in Language Models via Perplexity Estimation Dec 8, 2022 Few-Shot Learning
— Unverified Fully Fine-tuned CLIP Models are Efficient Few-Shot Learners Jul 4, 2024 Domain Generalization Few-Shot Learning
— Unverified FS-SS: Few-Shot Learning for Fast and Accurate Spike Sorting of High-channel Count Probes Mar 23, 2025 Few-Shot Learning Meta-Learning
— Unverified Hierarchical end-to-end autonomous navigation through few-shot waypoint detection Sep 23, 2024 Autonomous Navigation Few-Shot Learning
— Unverified Cut out the annotator, keep the cutout: better segmentation with weak supervision Jan 1, 2021 Data Augmentation Few-Shot Learning
— Unverified Hierarchical Knowledge Distillation on Text Graph for Data-limited Attribute Inference Jan 10, 2024 Attribute Few-Shot Learning
— Unverified Hierarchical Local-Global Feature Learning for Few-shot Malicious Traffic Detection Apr 1, 2025 Few-Shot Learning Traffic Classification
— Unverified Hierarchical Material Recognition from Local Appearance May 28, 2025 Few-Shot Learning Graph Attention
— Unverified Hierarchical Meta Learning Apr 19, 2019 Few-Shot Learning Meta-Learning
— Unverified Customize Your Own Paired Data via Few-shot Way May 21, 2024 Few-Shot Learning
— Unverified Beyond CLIP Generalization: Against Forward&Backward Forgetting Adapter for Continual Learning of Vision-Language Models May 12, 2025 Continual Learning Few-Shot Learning
— Unverified Learning Multi-level Weight-centric Features for Few-shot Learning Nov 28, 2019 Few-Shot Learning
— Unverified High-level semantic feature matters few-shot unsupervised domain adaptation Jan 5, 2023 Domain Adaptation Few-Shot Learning
— Unverified Derm-T2IM: Harnessing Synthetic Skin Lesion Data via Stable Diffusion Models for Enhanced Skin Disease Classification using ViT and CNN Jan 10, 2024 Diversity Few-Shot Learning
— Unverified HMAE: Self-Supervised Few-Shot Learning for Quantum Spin Systems May 6, 2025 Few-Shot Learning Quantum Machine Learning
— Unverified HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes May 18, 2023 Clustering Few-Shot Learning
— Unverified IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning Jun 19, 2024 Attribute Few-Shot Learning
— Unverified Interpolating Convolutional Neural Networks Using Batch Normalization Sep 1, 2018 Few-Shot Learning Style Transfer
— Unverified How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers Mar 4, 2024 Few-Shot Learning Language Modeling
— Unverified Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning Nov 24, 2019 Few-Shot Learning Meta-Learning
— Unverified FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing Sep 17, 2024 Clustering Few-Shot Learning
— Unverified How Reliable AI Chatbots are for Disease Prediction from Patient Complaints? May 21, 2024 Decision Making Disease Prediction
— Unverified How Secure Are Large Language Models (LLMs) for Navigation in Urban Environments? Feb 14, 2024 Autonomous Driving Few-Shot Learning
— Unverified FS-HGR: Few-shot Learning for Hand Gesture Recognition via ElectroMyography Nov 11, 2020 Domain Adaptation Few-Shot Learning
— Unverified How to fine-tune deep neural networks in few-shot learning? Dec 1, 2020 Deep Learning Few-Shot Learning
— Unverified Curvature Generation in Curved Spaces for Few-Shot Learning Jan 1, 2021 Few-Shot Learning
— Unverified Curvature: A signature for Action Recognition in Video Sequences Apr 30, 2019 Action Recognition Few-Shot Learning
— Unverified Automatic Identification of Coal and Rock/Gangue Based on DenseNet and Gaussian Process Aug 31, 2022 Few-Shot Learning
— Unverified How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Feb 18, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified A Systematic Evaluation and Benchmark for Embedding-Aware Generative Models: Features, Models, and Any-shot Scenarios Feb 8, 2023 Few-Shot Learning Zero-Shot Learning
— Unverified From User Preferences to Optimization Constraints Using Large Language Models Mar 27, 2025 Few-Shot Learning
— Unverified DGP-Net: Dense Graph Prototype Network for Few-Shot SAR Target Recognition Feb 19, 2023 Few-Shot Learning
— Unverified 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 From Random to Informed Data Selection: A Diversity-Based Approach to Optimize Human Annotation and Few-Shot Learning Jan 24, 2024 Diversity Few-Shot Learning
— Unverified From Parameters to Prompts: Understanding and Mitigating the Factuality Gap between Fine-Tuned LLMs May 29, 2025 Few-Shot Learning In-Context Learning
— Unverified GCT: Graph Co-Training for Semi-Supervised Few-Shot Learning Mar 15, 2022 Classification Few-Shot Learning
— Unverified All You Need in Knowledge Distillation Is a Tailored Coordinate System Dec 12, 2024 All Few-Shot Learning
— Unverified A comprehensive and easy-to-use multi-domain multi-task medical imaging meta-dataset (MedIMeta) Apr 24, 2024 Cross-Domain Few-Shot cross-domain few-shot learning
— Unverified From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems Oct 1, 2024 Computational Efficiency Data Augmentation
— Unverified Epistemic Graph: A Plug-And-Play Module For Hybrid Representation Learning May 30, 2023 Few-Shot Learning Knowledge Graphs
— Unverified Hyperbolic Dual Feature Augmentation for Open-Environment Jun 10, 2025 class-incremental learning Class Incremental Learning
— Unverified CryoMAE: Few-Shot Cryo-EM Particle Picking with Masked Autoencoders Apr 15, 2024 3D Reconstruction Few-Shot Learning
— Unverified Hyperbolic Uncertainty-Aware Few-Shot Incremental Point Cloud Segmentation Jan 1, 2025 class-incremental learning Class Incremental Learning
— Unverified From Generation to Generalization: Emergent Few-Shot Learning in Video Diffusion Models Jun 8, 2025 ARC Few-Shot Learning
— Unverified Crowdsourcing with Meta-Workers: A New Way to Save the Budget Nov 7, 2021 Few-Shot Learning image-classification
— Unverified 