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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14

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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)

Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022 Formalizing Consistency and Coherence of Representation Learning NeurIPS 2022 Forward Compatible Few-Shot Class-Incremental Learning CVPR 2022 Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 Free speech or Free Hate Speech? Analyzing the Proliferation of Hate Speech in Parler NAACL 2022 From Disfluency Detection to Intent Detection and Slot Filling Interspeech 2022 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 Frustratingly Easy Transferability Estimation ICML 2022 Functional Indirection Neural Estimator for Better Out-of-distribution Generalization NeurIPS 2022 Function-words Adaptively Enhanced Attention Networks for Few-Shot Inverse Relation Classification IJCAI 2022 Fusion of Self-supervised Learned Models for MOS Prediction Interspeech 2022 GAL: Gradient Assisted Learning for Decentralized Multi-Organization Collaborations NeurIPS 2022 GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL AISTATS 2022 GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation COLING 2022 GAR: Generalized Autoregression for Multi-Fidelity Fusion NeurIPS 2022 GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models NeurIPS 2022 GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022 Generalisation in Lifelong Reinforcement Learning through Logical Composition ICLR 2022 Generalization Bounded Implicit Learning of Nearly Discontinuous Functions L4DC 2022 Generalization with Lossy Affordances: Leveraging Broad Offline Data for Learning Visuomotor Tasks CoRL 2022 Generalized Beliefs for Cooperative AI ICML 2022 Generalized Federated Learning via Sharpness Aware Minimization ICML 2022 Generalized Few-Shot Semantic Segmentation CVPR 2022 Generalizing Few-Shot NAS with Gradient Matching ICLR 2022