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)

A Geometric Framework for Understanding Memorization in Generative Models ICLR 2025 AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation AAAI 2025 Aggregating Data for Optimal Learning UAI 2025 Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025 “AGI” team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa AACL 2025 AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement AAAI 2025 AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification AAAI 2025 Agnostic Learning of Arbitrary ReLU Activation under Gaussian Marginals COLT 2025 Agnostic Private Density Estimation for GMMs via List Global Stability ALT 2025 A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users EMNLP 2025 A Good Teacher Adapts Their Knowledge for Distillation ICCV 2025 AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection ACL 2025 A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization ICLR 2025 A graphical global optimization framework for parameter estimation of statistical models with nonconvex regularization functions AISTATS 2025 A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models EMNLP 2025 AGRec: Adapting Autoregressive Decoders with Graph Reasoning for LLM-based Sequential Recommendation ACL 2025 Agreement aware and dissimilarity oriented GLOM ICCV 2025 Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding IJCNLP 2025 Agree to Disagree: Demystifying Homogeneous Deep Ensembles through Distributional Equivalence ICLR 2025 AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment COLING 2025 Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025 A Grounded Typology of Word Classes NAACL 2025 A Group Fairness Lens for Large Language Models EMNLP 2025 A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches NAACL 2025 AHA: A Vision-Language-Model for Detecting and Reasoning Over Failures in Robotic Manipulation ICLR 2025