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one-shot learning

233 papers

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Co-occurring keywords

few-shot learning (3390) neural architecture search (665) domain adaptation (4578) metric learning (1189) representation learning (6174) semantic segmentation (3179) federated learning (1320) voice conversion (259) large language model (12755) zero-shot learning (3637)

Papers

FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation NIPS 2024
EmoStyle: One-Shot Facial Expression Editing Using Continuous Emotion Parameters WACV 2024
One-Prompt to Segment All Medical Images CVPR 2024
Revisiting Ensembling in One-Shot Federated Learning NIPS 2024
One-Shot Open Affordance Learning with Foundation Models CVPR 2024
Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars NIPS 2024
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NIPS 2024
MFOS: Model-Free & One-Shot Object Pose Estimation AAAI 2024
Spotting the Unseen: Reciprocal Consensus Network Guided by Visual Archetypes AAAI 2024
Parallel Vertex Diffusion for Unified Visual Grounding AAAI 2024
Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis AAAI 2024
Phoneme Hallucinator: One-Shot Voice Conversion via Set Expansion AAAI 2024
Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer AAAI 2024
Efficient skill acquisition for insertion tasks in obstructed environments L4DC 2024
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation CVPR 2024
One-Shot Prompt for Language Variety Identification NAACL 2024
Adaptive Cross-lingual Text Classification through In-Context One-Shot Demonstrations NAACL 2024
RW-VoiceShield: Raw Waveform-based Adversarial Attack on One-shot Voice Conversion INTERSPEECH 2024
Evaluating Extrapolation Ability of Large Language Model in Chemical Domain ACL 2024
Automatic Short Answer Grading for Finnish with ChatGPT AAAI 2024
One-Shot Structure-Aware Stylized Image Synthesis CVPR 2024
A One-Shot Learning Approach To Document Layout Segmentation of Ancient Arabic Manuscripts WACV 2024
OHTA: One-shot Hand Avatar via Data-driven Implicit Priors CVPR 2024
Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains EMNLP 2024
One-Shot Imitation Learning: A Pose Estimation Perspective CORL 2023