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)

Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP 2023 Uni-Mol: A Universal 3D Molecular Representation Learning Framework ICLR 2023 UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization ACL 2023 Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023 Universal Prompt Tuning for Graph Neural Networks NeurIPS 2023 Universal Self-Adaptive Prompting EMNLP 2023 Unpaired Multi-Domain Causal Representation Learning NeurIPS 2023 UNSSOR: Unsupervised Neural Speech Separation by Leveraging Over-determined Training Mixtures NeurIPS 2023 Unsupervised 3D Perception with 2D Vision-Language Distillation for Autonomous Driving ICCV 2023 Unsupervised Continual Semantic Adaptation Through Neural Rendering CVPR 2023 Unsupervised Cross-lingual Word Embedding Representation for English-isiZulu EACL 2023 Unsupervised Domain Adaptive Detection with Network Stability Analysis ICCV 2023 Unsupervised Learning for Combinatorial Optimization Needs Meta Learning ICLR 2023 Unsupervised Meta-learning via Few-shot Pseudo-supervised Contrastive Learning ICLR 2023 Unsupervised Task Graph Generation from Instructional Video Transcripts ACL 2023 Unsupervised Transfer Components Learning for Cross-Domain Speech Emotion Recognition Interspeech 2023 Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective NeurIPS 2023 Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing AAAI 2023 Upcycling Models Under Domain and Category Shift CVPR 2023 Uppsala University at SemEval-2023 Task12: Zero-shot Sentiment Classification for Nigerian Pidgin Tweets SemEval 2023 URL: A Representation Learning Benchmark for Transferable Uncertainty Estimates NeurIPS 2023 Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic ACL 2023 Using Language to Extend to Unseen Domains ICLR 2023 UZH_CLyp at SemEval-2023 Task 9: Head-First Fine-Tuning and ChatGPT Data Generation for Cross-Lingual Learning in Tweet Intimacy Prediction SemEval 2023 Variance Reduction is an Antidote to Byzantines: Better Rates, Weaker Assumptions and Communication Compression as a Cherry on the Top ICLR 2023