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)

MCAM: Multimodal Causal Analysis Model for Ego-Vehicle-Level Driving Video Understanding ICCV 2025 McBE: A Multi-task Chinese Bias Evaluation Benchmark for Large Language Models ACL 2025 MC-Bench: A Benchmark for Multi-Context Visual Grounding in the Era of MLLMs ICCV 2025 McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis WACV 2025 MCCD: Multi-Agent Collaboration-based Compositional Diffusion for Complex Text-to-Image Generation CVPR 2025 McEval: Massively Multilingual Code Evaluation ICLR 2025 MCF-Spouse: A Multi-Label Causal Feature Selection Method with Optimal Spouses Discovery IJCAI 2025 MCGAN: Enhancing GAN Training with Regression-Based Generator Loss AAAI 2025 MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025 McMaster at LeWiDi-2025: Demographic-Aware RoBERTa EMNLP 2025 MCNC: Manifold-Constrained Reparameterization for Neural Compression ICLR 2025 MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models EMNLP 2025 MCQFormatBench: Robustness Tests for Multiple-Choice Questions ACL 2025 MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025 MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025 MDBench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance ACL 2025 MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025 MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents AAAI 2025 MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection AAAI 2025 MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025 MDP Geometry, Normalization and Reward Balancing Solvers AISTATS 2025 MDP: Multidimensional Vision Model Pruning with Latency Constraint CVPR 2025 MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation COLING 2025 MDSBots@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using MURTweet COLING 2025