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)

Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs AAAI 2023 Robust Heterogeneous Federated Learning under Data Corruption ICCV 2023 Robust Integration of Contextual Information for Cross-Target Stance Detection ACL 2023 Robust Knowledge Transfer in Tiered Reinforcement Learning NeurIPS 2023 Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023 Robustness of Learning from Task Instructions ACL 2023 Robust One-Shot Segmentation of Brain Tissues via Image-Aligned Style Transformation AAAI 2023 RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering ACL 2023 Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism Interspeech 2023 Robust Test-Time Adaptation in Dynamic Scenarios CVPR 2023 Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition EACL 2023 Romanization-based Large-scale Adaptation of Multilingual Language Models EMNLP 2023 RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023 Rosetta Neurons: Mining the Common Units in a Model Zoo ICCV 2023 Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction ICLR 2023 RSM-NLP at BLP-2023 Task 2: Bangla Sentiment Analysis using Weighted and Majority Voted Fine-Tuned Transformers EMNLP 2023 Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023 S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023 SA6D: Self-Adaptive Few-Shot 6D Pose Estimator for Novel and Occluded Objects CoRL 2023 s-Adaptive Decoupled Prototype for Few-Shot Object Detection ICCV 2023 SALAD: Source-Free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection WACV 2023 SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits (Extended Abstract) IJCAI 2023 Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks ICLR 2023 Sample-efficient Multi-objective Molecular Optimization with GFlowNets NeurIPS 2023 Sample-Efficient Preference-based Reinforcement Learning with Dynamics Aware Rewards CoRL 2023