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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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)

Generative Multimodal Entity Linking COLING 2024 Generative Multi-modal Models are Good Class Incremental Learners CVPR 2024 Generative Multimodal Models are In-Context Learners CVPR 2024 Generative Pre-training for Speech with Flow Matching ICLR 2024 Genetic-guided GFlowNets for Sample Efficient Molecular Optimization NeurIPS 2024 Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research EMNLP 2024 GenFlow: Generalizable Recurrent Flow for 6D Pose Refinement of Novel Objects CVPR 2024 GenH2R: Learning Generalizable Human-to-Robot Handover via Scalable Simulation Demonstration and Imitation CVPR 2024 GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models NAACL 2024 GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds CVPR 2024 GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024 Geometrically Aligned Transfer Encoder for Inductive Transfer in Regression Tasks ICLR 2024 GeoNLF: Geometry guided Pose-Free Neural LiDAR Fields NeurIPS 2024 Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework NeurIPS 2024 Getting More Juice Out of the SFT Data: Reward Learning from Human Demonstration Improves SFT for LLM Alignment NeurIPS 2024 GFlowNet Assisted Biological Sequence Editing NeurIPS 2024 GFT: Graph Foundation Model with Transferable Tree Vocabulary NeurIPS 2024 G-HOP: Generative Hand-Object Prior for Interaction Reconstruction and Grasp Synthesis CVPR 2024 GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024 GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks ICML 2024 Global and Local Hierarchical Prompt Tuning Framework for Multi-level Implicit Discourse Relation Recognition COLING 2024 Global and Local Prompts Cooperation via Optimal Transport for Federated Learning CVPR 2024 Global Learning with Triplet Relations in Abstractive Summarization CoNLL 2024 GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text EMNLP 2024 Goal-Conditioned On-Policy Reinforcement Learning NeurIPS 2024