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)

From Zero-Shot Learning to Cold-Start Recommendation AAAI 2019 GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue EMNLP 2019 Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019 Generalize Across Tasks: Efficient Algorithms for Linear Representation Learning ALT 2019 Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NeurIPS 2019 Generalized Tensor Models for Recurrent Neural Networks ICLR 2019 Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders CVPR 2019 Generalized Zero-Shot Recognition Based on Visually Semantic Embedding CVPR 2019 Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework IJCAI 2019 Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019 Generating Classification Weights With GNN Denoising Autoencoders for Few-Shot Learning CVPR 2019 Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings EMNLP 2019 Generative Code Modeling with Graphs ICLR 2019 Generative Dual Adversarial Network for Generalized Zero-Shot Learning CVPR 2019 Generative Image Translation for Data Augmentation of Bone Lesion Pathology MIDL 2019 Generative predecessor models for sample-efficient imitation learning ICLR 2019 Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism IJCAI 2019 GIRNet: Interleaved Multi-Task Recurrent State Sequence Models AAAI 2019 Give It a Shot: Few-shot Learning to Normalize ADR Mentions in Social Media Posts ACL 2019 GL at SemEval-2019 Task 5: Identifying hateful tweets with a deep learning approach. SemEval 2019 GlobalTrait: Personality Alignment of Multilingual Word Embeddings AAAI 2019 Goal-conditioned Imitation Learning NeurIPS 2019 Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild CVPR 2019 Gradient Matching Generative Networks for Zero-Shot Learning CVPR 2019 Graph HyperNetworks for Neural Architecture Search ICLR 2019