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few-shot learning

3398 papers

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Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (13587) zero-shot learning (3650) transfer learning (5449) in-context learning (1405) text classification (6793) domain adaptation (4595) prompt engineering (1135) representation learning (6206) language model (4599) contrastive learning (4032)

Papers

Graph Sampling-based Meta-Learning for Molecular Property Prediction IJCAI 2023
Regularisation for Efficient Softmax Parameter Generation in Low-Resource Text Classifiers IJCAI 2023
Unsupervised and Few-Shot Parsing from Pretrained Language Models (Extended Abstract) IJCAI 2023
Boosting Few-Shot Open-Set Recognition with Multi-Relation Margin Loss IJCAI 2023
Learning Few-shot Sample-set Operations for Noisy Multi-label Aspect Category Detection IJCAI 2023
StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation ICCV 2023
SegGPT: Towards Segmenting Everything in Context ICCV 2023
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis ICCV 2023
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training ICCV 2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis ICCV 2023
Video Action Recognition with Attentive Semantic Units ICCV 2023
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning ICCV 2023
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation ICCV 2023
A Large-scale Study of Spatiotemporal Representation Learning with a New Benchmark on Action Recognition ICCV 2023
One-Shot Recognition of Any Material Anywhere Using Contrastive Learning with Physics-Based Rendering ICCV 2023
Generalized Few-Shot Point Cloud Segmentation via Geometric Words ICCV 2023
Parallel Attention Interaction Network for Few-Shot Skeleton-Based Action Recognition ICCV 2023
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples ICCV 2023
Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023
Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaption ICCV 2023
ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs ICCV 2023
Preface: A Data-driven Volumetric Prior for Few-shot Ultra High-resolution Face Synthesis ICCV 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition ICCV 2023
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning ICCV 2023
LFS-GAN: Lifelong Few-Shot Image Generation ICCV 2023