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)

SLaM: Student-Label Mixing for Distillation with Unlabeled Examples NeurIPS 2023 SLAN: Self-Locator Aided Network for Vision-Language Understanding ICCV 2023 SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model ICCV 2023 Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals ICML 2023 SMAE: Few-Shot Learning for HDR Deghosting With Saturation-Aware Masked Autoencoders CVPR 2023 SmartAssign: Learning a Smart Knowledge Assignment Strategy for Deraining and Desnowing CVPR 2023 SMART: Self-supervised Multi-task pretrAining with contRol Transformers ICLR 2023 Smoothness Similarity Regularization for Few-Shot GAN Adaptation ICCV 2023 Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language ICLR 2023 SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization EMNLP 2023 Solving Large-Scale Pursuit-Evasion Games Using Pre-trained Strategies AAAI 2023 SoTTA: Robust Test-Time Adaptation on Noisy Data Streams NeurIPS 2023 Source-Free Adaptive Gaze Estimation by Uncertainty Reduction CVPR 2023 SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning NeurIPS 2023 Sparse Coding in a Dual Memory System for Lifelong Learning AAAI 2023 Sparse Distributed Memory is a Continual Learner ICLR 2023 SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis ICCV 2023 Sparse Random Networks for Communication-Efficient Federated Learning ICLR 2023 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023 Spatial-Then-Temporal Self-Supervised Learning for Video Correspondence CVPR 2023 Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech Interspeech 2023 Specialist or Generalist? Instruction Tuning for Specific NLP Tasks EMNLP 2023 Spectral Co-Distillation for Personalized Federated Learning NeurIPS 2023 Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries EMNLP 2023 Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? Interspeech 2023