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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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

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856

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Papers (including subtopics)

Data Efficient Language-Supervised Zero-Shot Recognition with Optimal Transport Distillation ICLR 2022 Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022 Data-Enabled Gradient Flow as Feedback Controller: Regulation of Linear Dynamical Systems to Minimizers of Unknown Functions L4DC 2022 Dataset Knowledge Transfer for Class-Incremental Learning Without Memory WACV 2022 Data-splitting improves statistical performance in overparameterized regimes AISTATS 2022 DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors EMNLP 2022 Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022 Decentralized Autonomous Organizations and Multi-agent Systems for Artificial Intelligence Applications and Data Analysis IJCAI 2022 Decentralized Data Collection for Robotic Fleet Learning: A Game-Theoretic Approach CoRL 2022 Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks NeurIPS 2022 Decentralized Local Stochastic Extra-Gradient for Variational Inequalities NeurIPS 2022 Decomposed Meta-Learning for Few-Shot Named Entity Recognition ACL 2022 Decoupled Federated Learning for ASR with Non-IID Data Interspeech 2022 Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis Interspeech 2022 Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation NeurIPS 2022 Decoupling Zero-Shot Semantic Segmentation CVPR 2022 DeepBlues@LT-EDI-ACL2022: Depression level detection modelling through domain specific BERT and short text Depression classifiers ACL 2022 Deep CNN-based Inductive Transfer Learning for Sarcasm Detection in Speech Interspeech 2022 Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer Interspeech 2022 Deep Reference Priors: What is the best way to pretrain a model? ICML 2022 DeepStochLog: Neural Stochastic Logic Programming AAAI 2022 DeepStruct: Pretraining of Language Models for Structure Prediction ACL 2022 Deep Transductive Transfer Regression Network for Cross-Corpus Speech Emotion Recognition Interspeech 2022 Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds CVPR 2022 DEFTri: A Few-Shot Label Fused Contextual Representation Learning For Product Defect Triage in e-Commerce ACL 2022