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

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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

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Papers (including subtopics)

DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ACL 2023 DASHA: Distributed Nonconvex Optimization with Communication Compression and Optimal Oracle Complexity ICLR 2023 Data Curation Alone Can Stabilize In-context Learning ACL 2023 Data-Efficient Methods For Improving Hate Speech Detection EACL 2023 Data-free Knowledge Distillation for Fine-grained Visual Categorization ICCV 2023 Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity ICLR 2023 Data Quality in Imitation Learning NeurIPS 2023 DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model NeurIPS 2023 Dataset Distillation with Attention Labels for Fine-tuning BERT ACL 2023 DATE: Domain Adaptive Product Seeker for E-Commerce CVPR 2023 DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models NeurIPS 2023 DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration ICCV 2023 Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity ICML 2023 Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models ICLR 2023 Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting EMNLP 2023 Decompose a Task into Generalizable Subtasks in Multi-Agent Reinforcement Learning NeurIPS 2023 Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning CVPR 2023 Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering ICCV 2023 Deep Active Learning for Morphophonological Processing ACL 2023 Deep Attentive Model for Knowledge Tracing AAAI 2023 DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023 DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection UAI 2023 Deep Incubation: Training Large Models by Divide-and-Conquering ICCV 2023 Deeply Coupled Cross-Modal Prompt Learning ACL 2023 Deep Ranking Ensembles for Hyperparameter Optimization ICLR 2023