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

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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)

DUET: 2D Structured and Approximately Equivariant Representations ICML 2023 DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning AAAI 2023 DueT: Image-Text Contrastive Transfer Learning with Dual-adapter Tuning EMNLP 2023 DyLoRA: Parameter-Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation EACL 2023 DynaFed: Tackling Client Data Heterogeneity With Global Dynamics CVPR 2023 Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023 Dynamic Flows on Curved Space Generated by Labeled Data IJCAI 2023 Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023 Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start Recommendation ACML 2023 Dynamic Personalized Federated Learning with Adaptive Differential Privacy NeurIPS 2023 E2E Spoken Entity Extraction for Virtual Agents EMNLP 2023 E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning ICCV 2023 E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking ICLR 2023 Ebhaam at SemEval-2023 Task 1: A CLIP-Based Approach for Comparing Cross-modality and Unimodality in Visual Word Sense Disambiguation SemEval 2023 EC2: Emergent Communication for Embodied Control CVPR 2023 Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023 EdaDet: Open-Vocabulary Object Detection Using Early Dense Alignment ICCV 2023 EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation ICCV 2023 Effectively Using Public Data in Privacy Preserving Machine Learning ICML 2023 Effective passive membership inference attacks in federated learning against overparameterized models ICLR 2023 Effective Structured Prompting by Meta-Learning and Representative Verbalizer ICML 2023 Effective Training of Attention-based Contextual Biasing Adapters with Synthetic Audio for Personalised ASR Interspeech 2023 Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing NeurIPS 2023 Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory ICCV 2023 Efficient and Accurate Learning of Mixtures of Plackett-Luce Models AAAI 2023