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)

PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025 Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction ICML 2025 PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025 Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models ICCV 2025 Pruning for GNNs: Lower Complexity with Comparable Expressiveness ICML 2025 Pruning Large Language Models with Semi-Structural Adaptive Sparse Training AAAI 2025 Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge WACV 2025 Pruning the Paradox: How CLIP’s Most Informative Heads Enhance Performance While Amplifying Bias EMNLP 2025 PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction ICCV 2025 PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point Clouds CVPR 2025 PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection CVPR 2025 PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025 PseDet: Revisiting the Power of Pseudo Label in Incremental Object Detection ICLR 2025 Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning AAAI 2025 Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition COLING 2025 Pseudo-Label Reconstruction for Partial Multi-Label Learning IJCAI 2025 PseudoMapTrainer: Learning Online Mapping without HD Maps ICCV 2025 Pseudo-SD: Pseudo Controlled Stable Diffusion for Semi-Supervised and Cross-Domain Semantic Segmentation ICCV 2025 PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement ICCV 2025 PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization AAAI 2025 P-SPIKESSM: HARNESSING PROBABILISTIC SPIKING STATE SPACE MODELS FOR LONG-RANGE DEPENDENCY TASKS ICLR 2025 PsyAdvisor: A Plug-and-Play Strategy Advice Planner with Proactive Questioning in Psychological Conversations ACL 2025 Psych-Occlusion: using Visual Psychophysics for Aerial Detection of Occluded Persons during Search and Rescue WACV 2025 PsyDial: A Large-scale Long-term Conversational Dataset for Mental Health Support ACL 2025 PsyScam: A Benchmark for Psychological Techniques in Real-World Scams EMNLP 2025