conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022 Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022 Building an Ensemble of Transformer Models for Arabic Dialect Classification and Sentiment Analysis EMNLP 2022 Building an Event Extractor with Only a Few Examples NAACL 2022 Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022 Byte-Level Massively Multilingual Semantic Parsing EMNLP 2022 Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing ICLR 2022 Byzantine-tolerant federated Gaussian process regression for streaming data NeurIPS 2022 CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification CVPR 2022 CalFAT: Calibrated Federated Adversarial Training with Label Skewness NeurIPS 2022 C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra ICML 2022 Calibrating CNNs for Few-Shot Meta Learning WACV 2022 Calibrating Zero-shot Cross-lingual (Un-)structured Predictions EMNLP 2022 Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation? L4DC 2022 Can Functional Transfer Methods Capture Simple Inductive Biases? AISTATS 2022 Can language models learn from explanations in context? EMNLP 2022 Can Pre-trained Language Models Interpret Similes as Smart as Human? ACL 2022 Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ACL 2022 Can Yes-No Question-Answering Models be Useful for Few-Shot Metaphor Detection? EMNLP 2022 CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection SemEval 2022 CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification NeurIPS 2022 CATrans: Context and Affinity Transformer for Few-Shot Segmentation IJCAI 2022 Causal Bandits without prior knowledge using separating sets CLeaR 2022 Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022 Causal Imitation Learning under Temporally Correlated Noise ICML 2022