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

3

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12

24

14

20

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

'5

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Papers (including subtopics)

Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NeurIPS 2023 Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NeurIPS 2023 Partial Network Cloning CVPR 2023 Parting with Misconceptions about Learning-based Vehicle Motion Planning CoRL 2023 Passive learning of active causal strategies in agents and language models NeurIPS 2023 PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices AAAI 2023 PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning AAAI 2023 Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning EACL 2023 PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023 PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning CVPR 2023 PEFTDebias : Capturing debiasing information using PEFTs EMNLP 2023 Pengi: An Audio Language Model for Audio Tasks NeurIPS 2023 PerFedMask: Personalized Federated Learning with Optimized Masking Vectors ICLR 2023 Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs ICLR 2023 Periodically Exchange Teacher-Student for Source-Free Object Detection ICCV 2023 PersonalityChat: Conversation Distillation for Personalized Dialog Modeling with Facts and Traits EMNLP 2023 Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition Interspeech 2023 Personalized federated domain adaptation for item-to-item recommendation UAI 2023 Personalized Federated Learning under Mixture of Distributions ICML 2023 Personalized Federated Learning with Feature Alignment and Classifier Collaboration ICLR 2023 Personalized Federated Learning with Inferred Collaboration Graphs ICML 2023 Personalized Semantics Excitation for Federated Image Classification ICCV 2023 Personalized Subgraph Federated Learning ICML 2023 PFNs4BO: In-Context Learning for Bayesian Optimization ICML 2023 PGFed: Personalize Each Client's Global Objective for Federated Learning ICCV 2023