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

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

'10

'15

'20

'25

Papers (including subtopics)

Communication-Efficient Federated Hypergradient Computation via Aggregated Iterative Differentiation ICML 2023 Communication-efficient Federated Learning with Single-Step Synthetic Features Compressor for Faster Convergence ICCV 2023 Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples ICCV 2023 Comparative Study of Models Trained on Synthetic Data for Ukrainian Grammatical Error Correction EACL 2023 Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages Interspeech 2023 Competitive-Cooperative Multi-Agent Reinforcement Learning for Auction-based Federated Learning IJCAI 2023 Complement Sparsification: Low-Overhead Model Pruning for Federated Learning AAAI 2023 Complex Reasoning in Natural Language ACL 2023 Composable Text Controls in Latent Space with ODEs EMNLP 2023 Composing Task Knowledge With Modular Successor Feature Approximators ICLR 2023 Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task NeurIPS 2023 Compositional Prototypical Networks for Few-Shot Classification AAAI 2023 Compositional Task Representations for Large Language Models ICLR 2023 Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization AAAI 2023 ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation NeurIPS 2023 ConceptFusion: Open-set multimodal 3D mapping RSS 2023 Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023 Concept-wise Fine-tuning Matters in Preventing Negative Transfer ICCV 2023 Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference NeurIPS 2023 Conditional Text Image Generation With Diffusion Models CVPR 2023 Confidence-Aware Personalized Federated Learning via Variational Expectation Maximization CVPR 2023 Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding ICCV 2023 Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation ICCV 2023 Conformal Off-Policy Prediction AISTATS 2023 Conformal Prediction for Federated Uncertainty Quantification Under Label Shift ICML 2023