conftrace_

Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5

22

43

74

52

76

308

315

348

358

533

570

711

1,481

1,361

1,651

2,440

3,865

5,968

9,301

11,133

13,312

14,452

17,500

20,351

21,167

5,403

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

GraSP: Simple Yet Effective Graph Similarity Predictions AAAI 2025 GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation ICLR 2025 GReaTer: Gradients Over Reasoning Makes Smaller Language Models Strong Prompt Optimizers ICLR 2025 GreaterPrompt: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization ACL 2025 GREEN: Carbon-efficient Resource Scheduling for Machine Learning Clusters NSDI 2025 Green Topics, Deep Roots: Energy-Aware Topic Modelling of Multilingual Nigerian Lyrics NeurIPS 2025 GReX: A Graph Neural Network-Based Rerank-then-Expand Method for Detecting Conflicts Among Legal Articles in Korean Criminal Law EMNLP 2025 Gridded Transformer Neural Processes for Spatio-Temporal Data ICML 2025 GridMix: Exploring Spatial Modulation for Neural Fields in PDE Modeling ICLR 2025 Griffin: Towards a Graph-Centric Relational Database Foundation Model ICML 2025 Grimm: A Plug-and-Play Perturbation Rectifier for Graph Neural Networks Defending Against Poisoning Attacks AAAI 2025 GRIPF at TSAR 2025 Shared Task Towards controlled CEFR level simplification with the help of inter-model interactions EMNLP 2025 GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025 gRNAde: Geometric Deep Learning for 3D RNA inverse design ICLR 2025 GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025 GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers ICML 2025 Grokking at the Edge of Linear Separability ICML 2025 Grokking at the Edge of Numerical Stability ICLR 2025 Grokking Beyond the Euclidean Norm of Model Parameters ICML 2025 GROOT-2: Weakly Supervised Multimodal Instruction Following Agents ICLR 2025 Grounded Answers from Multi-Passage Regulations: Learning-to-Rank for Regulatory RAG EMNLP 2025 Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands EMNLP 2025 Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation NAACL 2025 Grounding Continuous Representations in Geometry: Equivariant Neural Fields ICLR 2025 Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC IJCAI 2025