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)

MARS-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation EMNLP 2025 MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset ACL 2025 MARS: Unleashing the Power of Variance Reduction for Training Large Models ICML 2025 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025 MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation CVPR 2025 Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models ACL 2025 MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems ICML 2025 MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations CVPR 2025 Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation CVPR 2025 Mask and You Shall Receive: Optimizing Masked Language Modeling For Pretraining BabyLMs EMNLP 2025 MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding EMNLP 2025 MaskControl: Spatio-Temporal Control for Masked Motion Synthesis ICCV 2025 MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025 Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs ICLR 2025 Masked Autoencoders Are Effective Tokenizers for Diffusion Models ICML 2025 Masked Diffusion Captioning for Visual Feature Learning EMNLP 2025 Masked Generative Nested Transformers with Decode Time Scaling ICML 2025 Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis AAAI 2025 [MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse. EMNLP 2025 Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding CVPR 2025 Masked Scene Modeling: Narrowing the Gap Between Supervised and Self-Supervised Learning in 3D Scene Understanding CVPR 2025 Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos ICLR 2025 Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn More ICML 2025 MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer ICLR 2025 Masking meets Supervision: A Strong Learning Alliance CVPR 2025