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)

Pick-to-Learn and Self-Certified Gaussian Process Approximations AISTATS 2025 Pico: A Modular Framework for Hypothesis-Driven Small Language Model Research EMNLP 2025 PiCO: Peer Review in LLMs based on Consistency Optimization ICLR 2025 PicoPose: Progressive Pixel-to-Pixel Correspondence Learning for Novel Object Pose Estimation CoRL 2025 Picsou: Enabling Replicated State Machines to Communicate Efficiently OSDI 2025 Picturized and Recited with Dialects: A Multimodal Chinese Representation Framework for Sentiment Analysis of Classical Chinese Poetry IJCAI 2025 PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025 PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals ICML 2025 Piecewise deterministic sampling with splitting schemes JMLR 2025 PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities ICML 2025 PIED: Physics-Informed Experimental Design for Inverse Problems ICLR 2025 Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis EMNLP 2025 PIG: Physics-Informed Gaussians as Adaptive Parametric Mesh Representations ICLR 2025 PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization ACL 2025 PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free ACL 2025 PI-HMR: Towards Robust In-bed Temporal Human Shape Reconstruction with Contact Pressure Sensing CVPR 2025 PII-Scope: A Comprehensive Study on Training Data Privacy Leakage in Pretrained LLMs IJCNLP 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 PILAF: Optimal Human Preference Sampling for Reward Modeling ICML 2025 Pilot: Building the Federated Multimodal Instruction Tuning Framework AAAI 2025 Piloting Structure-Based Drug Design via Modality-Specific Optimal Schedule ICML 2025 PiML: Automated Machine Learning Workflow Optimization using LLM Agents AutoML 2025 pingan-team at SemEval-2025 Task 2: LoRA-Augmented Qwen2.5 with Wikidata-Driven Entity Translation SemEval 2025 PINNsAgent: Automated PDE Surrogation with Large Language Models ICML 2025 PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows ICLR 2025