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

2

4

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)

Effective and Efficient Federated Tree Learning on Hybrid Data ICLR 2024 Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process EMNLP 2024 Effectiveness of Scalable Monolingual Data and Trigger Words Prompting on Cross-Lingual Emotion Detection Task ACL 2024 Efficiency for Free: Ideal Data Are Transportable Representations NeurIPS 2024 Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning ICML 2024 Efficient Algorithms for Learning Monophonic Halfspaces in Graphs COLT 2024 Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction AAAI 2024 Efficient Conformal Prediction under Data Heterogeneity AISTATS 2024 Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024 Efficient ConvBN Blocks for Transfer Learning and Beyond ICLR 2024 Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization CVPR 2024 Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability NeurIPS 2024 Efficient Federated Multi-View Clustering with Integrated Matrix Factorization and K-Means IJCAI 2024 Efficient Fine-tuning of Audio Spectrogram Transformers via Soft Mixture of Adapters Interspeech 2024 Efficient Heterogeneous Meta-Learning via Channel Shuffling Modulation ICLR 2024 Efficient imitation learning with conservative world models L4DC 2024 Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning NAACL 2024 Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning EACL 2024 Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization CVPR 2024 Efficient Medical Question Answering with Knowledge-Augmented Question Generation NAACL 2024 Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance NeurIPS 2024 Efficient Offline Meta-Reinforcement Learning via Robust Task Representations and Adaptive Policy Generation IJCAI 2024 Efficient Prompt Optimization Through the Lens of Best Arm Identification NeurIPS 2024 Efficient Streaming Algorithms for Graphlet Sampling NeurIPS 2024 Efficient Target Propagation by Deriving Analytical Solution AAAI 2024