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 Generic Vehicle-to-Sensor Calibration Framework WACV 2025 Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025 Agent-as-Judge for Factual Summarization of Long Narratives EMNLP 2025 Agent-based Automated Claim Matching with Instruction-following LLMs IJCNLP 2025 AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents ACL 2025 AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025 AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization EMNLP 2025 Agentic AI for Digital Twin AAAI 2025 Agentic-R1: Distilled Dual-Strategy Reasoning EMNLP 2025 Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration EMNLP 2025 Agent-in-the-Loop: A Data Flywheel for Continuous Improvement in LLM-based Customer Support EMNLP 2025 AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction NAACL 2025 Agent-Oriented Planning in Multi-Agent Systems ICLR 2025 AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025 Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025 AgentRM: Enhancing Agent Generalization with Reward Modeling ACL 2025 Agents generalize to novel levels of abstraction by using adaptive linguistic strategies ACL 2025 Agent Skill Acquisition for Large Language Models via CycleQD ICLR 2025 AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant ACL 2025 Agents Under Siege: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks ACL 2025 Agent vs. Agent: Automated Data Generation and Red-Teaming for Custom Agentic Workflows EMNLP 2025 Agent Workflow Memory ICML 2025