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)

PEARL: Input-Agnostic Prompt Enhancement with Negative Feedback Regulation for Class-Incremental Learning AAAI 2025 PEARL: Towards Permutation-Resilient LLMs ICLR 2025 pEBR: A Probabilistic Approach to Embedding Based Retrieval EMNLP 2025 PECAN: LLM-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document QA ACL 2025 Pedestrian Attribute Recognition: A New Benchmark Dataset and a Large Language Model Augmented Framework AAAI 2025 PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025 PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning ICCV 2025 PEIE: Physics Embedded Illumination Estimation for Adaptive Dehazing AAAI 2025 PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction ICML 2025 PEMV: Improving Spatial Distribution for Emotion Recognition in Conversations Using Proximal Emotion Mean Vectors NAACL 2025 Penalizing Boundary Activation for Object Completeness in Diffusion Models ICCV 2025 PentaML at BLP-2025 Task 1: Linear Probing of Pre-trained Transformer-based Models for Bangla Hate Speech Detection AACL 2025 People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text ACL 2025 PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings EMNLP 2025 PepTune: De Novo Generation of Therapeutic Peptides with Multi-Objective-Guided Discrete Diffusion ICML 2025 Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal Generative Models ICCV 2025 Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025 Perception-Guided Jailbreak Against Text-to-Image Models AAAI 2025 Perception in Reflection ICML 2025 PerceptionLab at BLP-2025 Task 1: Domain-Adapted BERT for Bangla Hate Speech Detection: Contrasting Single-Shot and Hierarchical Multiclass Classification AACL 2025 Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting ICML 2025 Perceptual Inductive Bias Is What You Need Before Contrastive Learning CVPR 2025 Perceptual Video Compression with Neural Wrapping CVPR 2025 PerCoR: Evaluating Commonsense Reasoning in Persian via Multiple-Choice Sentence Completion IJCNLP 2025 PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation COLING 2025