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)

Perfect Recovery for Random Geometric Graph Matching with Shallow Graph Neural Networks AISTATS 2025 Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025 Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models ACL 2025 Performance Guaranteed Poisoning Attacks in Federated Learning: A Sliding Mode Approach IJCAI 2025 Performative Prediction on Games and Mechanism Design AISTATS 2025 Performative Reinforcement Learning with Linear Markov Decision Process AISTATS 2025 Performing Defocus Deblurring by Modeling its Formation Process ICCV 2025 PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor IJCAI 2025 Peri-LN: Revisiting Normalization Layer in the Transformer Architecture ICML 2025 Period-LLM: Extending the Periodic Capability of Multimodal Large Language Model CVPR 2025 PeriodWave: Multi-Period Flow Matching for High-Fidelity Waveform Generation ICLR 2025 Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying ICML 2025 Perm: A Parametric Representation for Multi-Style 3D Hair Modeling ICLR 2025 Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models EMNLP 2025 Permutation Equivariant Neural Networks for Symmetric Tensors ICML 2025 Permutation-Free High-Order Interaction Tests ICML 2025 Permutation Invariant Functions: Statistical Testing, Density Estimation, and Metric Entropy AISTATS 2025 Permutative Preference Alignment from Listwise Ranking of Human Judgments EMNLP 2025 Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs ICLR 2025 Perovskite-LLM: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research EMNLP 2025 Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models ICLR 2025 Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents ICLR 2025 PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation AAAI 2025 PERSEVAL: A Framework for Perspectivist Classification Evaluation EMNLP 2025 PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian COLING 2025