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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66

53

67

103

206

482

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1,124

1,566

1,867

2,410

2,658

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Papers (including subtopics)

Integrating Question Rewrites in Conversational Question Answering: A Reinforcement Learning Approach ACL 2022 Integrative R-learner of heterogeneous treatment effects combining experimental and observational studies CLeaR 2022 Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022 Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022 Intra-agent speech permits zero-shot task acquisition NeurIPS 2022 IntraQ: Learning Synthetic Images With Intra-Class Heterogeneity for Zero-Shot Network Quantization CVPR 2022 Intrinsic Gradient Compression for Scalable and Efficient Federated Learning ACL 2022 Introducing Symmetries to Black Box Meta Reinforcement Learning AAAI 2022 Introducing Variational Autoencoders to High School Students AAAI 2022 Invariance Learning based on Label Hierarchy NeurIPS 2022 Invariant and Transportable Representations for Anti-Causal Domain Shifts NeurIPS 2022 Invariant Information Bottleneck for Domain Generalization AAAI 2022 Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022 Investigating Math Word Problems using Pretrained Multilingual Language Models EMNLP 2022 Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022 Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition Interspeech 2022 Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS 2022 ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs AAAI 2022 Is Your Data Relevant?: Dynamic Selection of Relevant Data for Federated Learning AAAI 2022 Iterated Vector Fields and Conservatism, with Applications to Federated Learning ALT 2022 Iterative Contrast-Classify for Semi-supervised Temporal Action Segmentation AAAI 2022 Iterative Few-shot Semantic Segmentation from Image Label Text IJCAI 2022 ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity SemEval 2022 JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022 JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning SemEval 2022