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)

Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach AAAI 2026 Simultaneous Blackwell Approachability and Applications to Multiclass Omniprediction COLT 2026 Single-Network Asymptotics for Causal Inference with Partial Network Data UAI 2026 Single-step Diffusion for Image Compression at Ultra-Low Bitrates WACV 2026 SIRAJ: Diverse and Efficient Red-Teaming for LLM Agents via Distilled Structured Reasoning EACL 2026 Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification AAAI 2026 Sketch2Stitch: GANs for Abstract Sketch-Based Dress Synthesis WACV 2026 Sketch3R: Rapid and Realistic 3D VR Sketch Creation to Shape Retrieval WACV 2026 skwdro: a library for Wasserstein distributionally robust machine learning JMLR 2026 SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts AAAI 2026 SkySplat: Generalizable 3D Gaussian Splatting from Multi-Temporal Sparse Satellite Images AAAI 2026 SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability AAAI 2026 Sleep-Like Replay Reduces Loss-Landscape Sharpness to Improve Generalization (Student Abstract) AAAI 2026 Slender3D: Curve-Guided Multi-View Reconstruction of Slender Structures AAAI 2026 Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs AAAI 2026 SlimInfer: Accelerating Long-Context LLM Inference via Dynamic Token Pruning AAAI 2026 Slowpoke: End-to-end Throughput Optimization Modeling for Microservice Applications NSDI 2026 Small but Mighty: Dynamic Wavelet Expert-Guided Fine-Tuning of Large-Scale Models for Optical Remote Sensing Object Segmentation AAAI 2026 Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks AAAI 2026 SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity EACL 2026 SmartEyes: Plug-and-Play Event Detection for Retail Loss Prevention AAAI 2026 SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems EACL 2026 Smart Replay: Adaptive Scheduling of Memory Rehearsal for Computational Resource-Aware Incremental Learning CVPR 2026 SMASH at SemEval-2026 Task 9: Detecting Multilingual Polarisation with Encoder Ensembles and Calibrated Decision Thresholds SemEval 2026 SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing AAAI 2026