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)

Evidential Knowledge Distillation ICCV 2025 Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching ICLR 2025 Evidential Uncertainty Probes for Graph Neural Networks AISTATS 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 EvoBench: Towards Real-world LLM-Generated Text Detection Benchmarking for Evolving Large Language Models ACL 2025 EvOcc: Accurate Semantic Occupancy for Automated Driving Using Evidence Theory CVPR 2025 EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding AAAI 2025 EvoCL: Continual Learning over Evolving Domains WACV 2025 EvolKV: Evolutionary KV Cache Compression for LLM Inference EMNLP 2025 Evolutionary Algorithms Are Significantly More Robust to Noise When They Ignore It IJCAI 2025 Evolutionary Classifier Chain for Multi-Dimensional Classification AAAI 2025 Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025 Evolutionary Reinforcement Learning with Parameterized Action Primitives for Diverse Manipulation Tasks AAAI 2025 Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production NSDI 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration ICML 2025 Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration EMNLP 2025 EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment ICCV 2025 Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective ICML 2025 EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions ICML 2025 EvoPress: Accurate Dynamic Model Compression via Evolutionary Search ICML 2025 EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models COLING 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025 EVPGS: Enhanced View Prior Guidance for Splatting-based Extrapolated View Synthesis CVPR 2025