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)

GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment ICLR 2025 GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages IJCNLP 2025 GAS: Generative Activation-Aided Asynchronous Split Federated Learning AAAI 2025 Gaussian Deja-vu: Creating Controllable 3D Gaussian Head-Avatars with Enhanced Generalization and Personalization Abilities WACV 2025 GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding CVPR 2025 GCAL: Adapting Graph Models to Evolving Domain Shifts ICML 2025 GCML: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection EMNLP 2025 G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation ICCV 2025 GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025 GenAL: Generative Agent for Adaptive Learning AAAI 2025 GenARM: Reward Guided Generation with Autoregressive Reward Model for Test-Time Alignment ICLR 2025 GenAuction: A Generative Auction for Online Advertising AAAI 2025 General Incomplete Time Series Analysis via Patch Dropping Without Imputation IJCAI 2025 Generalizability of Media Frames: Corpus creation and analysis across countries EMNLP 2025 Generalizable Cross-Lingual Cognitive Distortion Detection with Standardized Annotations and Multi-Task Learning ACL 2025 Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning AAAI 2025 Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model CVPR 2025 Generalized Few-Shot Point Cloud Segmentation via LLM-Assisted Hyper-Relation Matching ICCV 2025 Generalized Tensor-based Parameter-Efficient Fine-Tuning via Lie Group Transformations ICCV 2025 GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts WACV 2025 Generating Freeform Endoskeletal Robots ICLR 2025 Generating Questions Under Discussion with Reinforcement Learning using Ranking and Scoring for Reward and Evaluation IJCNLP 2025 Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval AAAI 2025 Generative Flow Networks for Lead Optimization in Drug Design (Student Abstract) AAAI 2025 Generative Flows on Synthetic Pathway for Drug Design ICLR 2025