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

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Papers (including subtopics)

Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation NeurIPS 2022 Denoised Maximum Classiﬁer Discrepancy for Source-Free Unsupervised Domain Adaptation AAAI 2022 DENSE: Data-Free One-Shot Federated Learning NeurIPS 2022 Depth is More Powerful than Width with Prediction Concatenation in Deep Forest NeurIPS 2022 De-Rendering 3D Objects in the Wild CVPR 2022 DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration AAAI 2022 DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection NeurIPS 2022 Detecting Dissonant Stance in Social Media: The Role of Topic Exposure EMNLP 2022 Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022 Detecting Heart Failure Through Voice Analysis using Self-Supervised Mode-Based Memory Fusion Interspeech 2022 Detecting Moments of Change and Suicidal Risks in Longitudinal User Texts Using Multi-task Learning NAACL 2022 Detecting Tear Gas Canisters With Limited Training Data WACV 2022 Detection, Disambiguation, Re-ranking: Autoregressive Entity Linking as a Multi-Task Problem ACL 2022 Detection of Negative Campaign in Israeli Municipal Elections COLING 2022 Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency AAAI 2022 Developing Prefix-Tuning Models for Hierarchical Text Classification EMNLP 2022 DialogUSR: Complex Dialogue Utterance Splitting and Reformulation for Multiple Intent Detection EMNLP 2022 Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022 Diffeomorphic Transforms for Generalised Imitation Learning L4DC 2022 Differentiable Architecture Search for Reinforcement Learning AutoML 2022 Differentiable Causal Discovery Under Latent Interventions CLeaR 2022 Differentially Private Federated Learning on Heterogeneous Data AISTATS 2022 Differentially Private Federated Learning With Local Regularization and Sparsification CVPR 2022 DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NeurIPS 2022 Dim-Krum: Backdoor-Resistant Federated Learning for NLP with Dimension-wise Krum-Based Aggregation EMNLP 2022