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Few-Shot Learning

2558 directly classified papers

Papers per year

Papers

Class-Incremental Few-Shot Event Detection COLING 2024
Team NP_PROBLEM at SemEval-2024 Task 7: Numerical Reasoning in Headline Generation with Preference Optimization NAACL 2024
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation ACL 2024
Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification COLING 2024
A Density-driven Iterative Prototype Optimization for Transductive Few-shot Learning IJCAI 2024
Pixel Matching Network for Cross-Domain Few-Shot Segmentation WACV 2024
CrossTune: Black-Box Few-Shot Classification with Label Enhancement COLING 2024
Concept Over Time Analysis: Unveiling Temporal Patterns for Qualitative Data Analysis NAACL 2024
Cross-Modal Feature Distribution Calibration for Few-Shot Visual Question Answering AAAI 2024
PMRC: Prompt-Based Machine Reading Comprehension for Few-Shot Named Entity Recognition AAAI 2024
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning EMNLP 2024
SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation ACL 2024
Few-Shot Object Detection via Improved Classification Features WACV 2023
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text WACV 2023
Mobile Robot Manipulation Using Pure Object Detection WACV 2023
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network AAAI 2023
Few-Shot Composition Learning for Image Retrieval with Prompt Tuning AAAI 2023
Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection AAAI 2023
High-Level Semantic Feature Matters Few-Shot Unsupervised Domain Adaptation AAAI 2023
Revisiting the Spatial and Temporal Modeling for Few-Shot Action Recognition AAAI 2023
RankDNN: Learning to Rank for Few-Shot Learning AAAI 2023
Efficient Few-Shot Learning for Pixel-Precise Handwritten Document Layout Analysis WACV 2023
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023
Self-Attention Message Passing for Contrastive Few-Shot Learning WACV 2023
Semantic Guided Latent Parts Embedding for Few-Shot Learning WACV 2023