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)

Towards Online Domain Adaptive Object Detection WACV 2023 Towards Open-Vocabulary Video Instance Segmentation ICCV 2023 Towards Paralinguistic-Only Speech Representations for End-to-End Speech Emotion Recognition Interspeech 2023 Towards Personalized Federated Learning via Heterogeneous Model Reassembly NeurIPS 2023 Towards Reasoning in Large Language Models: A Survey ACL 2023 Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning AAAI 2023 Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio Interspeech 2023 Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework AISTATS 2023 Towards Spontaneous Style Modeling with Semi-supervised Pre-training for Conversational Text-to-Speech Synthesis Interspeech 2023 Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution CVPR 2023 Towards Unbiased Training in Federated Open-world Semi-supervised Learning ICML 2023 Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning ICLR 2023 Towards Understanding Ensemble Distillation in Federated Learning ICML 2023 Towards Universal LiDAR-Based 3D Object Detection by Multi-Domain Knowledge Transfer ICCV 2023 Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023 Towards Zero-Shot Multilingual Transfer for Code-Switched Responses ACL 2023 Tracking Anything with Decoupled Video Segmentation ICCV 2023 Trainable Projected Gradient Method for Robust Fine-Tuning CVPR 2023 Training a General Spiking Neural Network with Improved Efficiency and Minimum Latency ACML 2023 Training Chain-of-Thought via Latent-Variable Inference NeurIPS 2023 Train/Test-Time Adaptation With Retrieval CVPR 2023 Transductive Feature Space Regularization for Few-shot Bioacoustic Event Detection Interspeech 2023 Transductive Few-Shot Learning With Prototype-Based Label Propagation by Iterative Graph Refinement CVPR 2023 Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models EMNLP 2023 Transferable Decoding with Visual Entities for Zero-Shot Image Captioning ICCV 2023