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)

GRAIT: Gradient-Driven Refusal-Aware Instruction Tuning for Effective Hallucination Mitigation NAACL 2025 GRAM: A Generative Foundation Reward Model for Reward Generalization ICML 2025 GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion ACL 2025 Gramian Multimodal Representation Learning and Alignment ICLR 2025 GRAML: Goal Recognition As Metric Learning IJCAI 2025 GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning ACL 2025 Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025 Grammatical Error Correction via Sequence Tagging for Russian ACL 2025 Grammatical Error Detection on Spontaneous Children's Speech Using Iterative Pseudo Labeling Interspeech 2025 GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025 GRANNY: Granular Management of Compute-Intensive Applications in the Cloud NSDI 2025 Granular-Ball-Induced Multiple Kernel K-Means IJCAI 2025 Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations ICCV 2025 Grape at GenAI Detection Task 1: Leveraging Compact Models and Linguistic Features for Robust Machine-Generated Text Detection COLING 2025 GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype IJCAI 2025 Graph-accelerated Markov Chain Monte Carlo using Approximate Samples JMLR 2025 Graph Adaptive Autoregressive Moving Average Models ICML 2025 GraphArena: Evaluating and Exploring Large Language Models on Graph Computation ICLR 2025 Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning ICML 2025 Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models ICML 2025 Graph-Based Algorithms for Diverse Similarity Search ICML 2025 Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval AAAI 2025 Graph-Based Multi-Trait Essay Scoring EMNLP 2025 GraphBridge: Towards Arbitrary Transfer Learning in GNNs ICLR 2025