Skip to content
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
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination WACV 2025 Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos JMLR 2025 Adaptive Draft-Verification for Efficient Large Language Model Decoding AAAI 2025 Adaptive Dropout: Unleashing Dropout across Layers for Generalizable Image Super-Resolution CVPR 2025 Adaptive Dual Guidance Knowledge Distillation AAAI 2025 Adaptive Energy Alignment for Accelerating Test-Time Adaptation ICLR 2025 Adaptive Estimation and Learning under Temporal Distribution Shift ICML 2025 Adaptive Experimental Design to Accelerate Scientific Discovery and Engineering Design AAAI 2025 Adaptive Exploration for Multi-Reward Multi-Policy Evaluation ICML 2025 Adaptive Extragradient Methods for Root-finding Problems under Relaxed Assumptions AISTATS 2025 Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models AAAI 2025 Adaptive Flow Matching for Resolving Small-Scale Physics ICML 2025 Adaptive Gradient Clipping for Robust Federated Learning ICLR 2025 Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics IJCAI 2025 Adaptive-Grained Label Distribution Learning AAAI 2025 Adaptive Graph Unlearning IJCAI 2025 Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025 ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly COLING 2025 Adaptive kernel predictors from feature-learning infinite limits of neural networks ICML 2025 Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025 Adaptive Language-Aware Image Reflection Removal Network IJCAI 2025 Adaptive Learning of High-Value Regions for Semi-Supervised Medical Image Segmentation ICCV 2025 Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection ICML 2025 Adaptive Length Image Tokenization via Recurrent Allocation ICLR 2025 Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models ACL 2025