conftrace_

few-shot learning

3390 papers

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Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

Few-Shot Audio-Visual Class-Incremental Learning with Temporal Prompting and Regularization AAAI 2025

EVICheck: Evidence-Driven Independent Reasoning and Combined Verification Method for Fact-Checking IJCAI 2025

REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025

Differentiable Prompt Learning for Vision Language Models IJCAI 2025

FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation AAAI 2025

Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025

3D Prior Is All You Need: Cross-Task Few-shot 2D Gaze Estimation CVPR 2025

Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training IJCAI 2025

ArtEditor: Learning Customized Instructional Image Editor from Few-Shot Examples ICCV 2025

FontAnimate: High Quality Few-shot Font Generation via Animating Font Transfer Process ICCV 2025

Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025

Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning ICCV 2025

ConceptSearch: Towards Efficient Program Search Using LLMs for Abstraction and Reasoning Corpus (ARC) AAAI 2025

NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs SEMEVAL 2025

Visual-RFT: Visual Reinforcement Fine-Tuning ICCV 2025

Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria’s Minority Languages IJCNLP 2025

BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting NAACL 2025

Adaptive Collaborative Labeling with MLLMs for Low-Resource Multimodal Emotion Recognition IJCNLP 2025

NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025

Position Really Matters: Towards a Holistic Approach for Prompt Tuning NAACL 2025

AIRA: Activation-Informed Low-Rank Adaptation for Large Models ICCV 2025

HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation ICCV 2025

CountSE: Soft Exemplar Open-set Object Counting ICCV 2025

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI 2025

Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025