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)

Decomposed Quadratization: Efficient QUBO Formulation for Learning Bayesian Network AAAI 2025 Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 Decomposing and Fusing Intra- and Inter-Sensor Spatio-Temporal Signal for Multi-Sensor Wearable Human Activity Recognition AAAI 2025 Decompositional Neural Scene Reconstruction with Generative Diffusion Prior CVPR 2025 Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? NAACL 2025 Decomposition of Graphic Design with Unified Multimodal Model ICML 2025 Decomposition Polyhedra of Piecewise Linear Functions ICLR 2025 Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction IJCAI 2025 Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025 Deconstructing Attention: Investigating Design Principles for Effective Language Modeling IJCNLP 2025 Deconstructing Denoising Diffusion Models for Self-Supervised Learning ICLR 2025 Deconstructing What Makes a Good Optimizer for Autoregressive Language Models ICLR 2025 DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025 Decouple and Decompose: Scaling Resource Allocation with DeDe OSDI 2025 Decouple and Track: Benchmarking and Improving Video Diffusion Transformers For Motion Transfer ICCV 2025 Decoupled Diffusion Sparks Adaptive Scene Generation ICCV 2025 Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025 Decoupled Finetuning for Domain Generalizable Semantic Segmentation ICLR 2025 Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs ICLR 2025 Decoupled Imbalanced Label Distribution Learning IJCAI 2025 Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression CVPR 2025 Decoupled Multi-Predictor Optimization for Inference-Efficient Model Tuning ICCV 2025 Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLMs EMNLP 2025 Decoupled SGDA for Games with Intermittent Strategy Communication ICML 2025 Decoupled Spatio-Temporal Consistency Learning for Self-Supervised Tracking AAAI 2025