Machine Learning
132,800 papers (10 classified directly here)
Subtopics · a paper can sit in several, so these overlap
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)
One-Step Diffusion Policy: Fast Visuomotor Policies via Diffusion Distillation
ICML 2025
One Step Diffusion via Shortcut Models
ICLR 2025
One-Step Event-Driven High-Speed Autofocus
CVPR 2025
One-Step Generalization Ratio Guided Optimization for Domain Generalization
ICML 2025
One-step Label Shift Adaptation via Robust Weight Estimation
IJCAI 2025
One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy
ICML 2025
One Trajectory, One Token: Grounded Video Tokenization via Panoptic Sub-object Trajectory
ICCV 2025
On Evaluating LLMs’ Capabilities as Functional Approximators: A Bayesian Evaluation Framework
COLING 2025
On Evaluating the Durability of Safeguards for Open-Weight LLMs
ICLR 2025
On Evaluation Protocols for Data Augmentation in a Limited Data Scenario
COLING 2025
One VLM to Keep it Learning: Generation and Balancing for Data-Free Continual Visual Question Answering
WACV 2025
One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models
CVPR 2025
On Exact Bit-level Reversible Transformers Without Changing Architecture
ICML 2025
On Explaining Equivariant Graph Networks via Improved Relevance Propagation
ICML 2025
On Explaining Knowledge Distillation: Measuring and Visualising the Knowledge Transfer Process
WACV 2025
On Expressive Power of Looped Transformers: Theoretical Analysis and Enhancement via Timestep Encoding
ICML 2025
On Finding Hubs in High Dimensions with Sampling
AAAI 2025
On Generalization Across Environments In Multi-Objective Reinforcement Learning
ICLR 2025
On Generalization across Measurement Systems: LLMs Entail More Test-Time Compute for Underrepresented Cultures
ACL 2025
On Generalization Bounds for Neural Networks with Low Rank Layers
ALT 2025
On Global and Local Convergence of Iterative Linear Quadratic Optimization Algorithms for Discrete Time Nonlinear Control
JMLR 2025
On Guardrail Models’ Robustness to Mutations and Adversarial Attacks
EMNLP 2025
On Independence and SCC-Recursiveness in Assumption-Based Argumentation
IJCAI 2025
On Inference for the Support Vector Machine
JMLR 2025
On Information-Theoretic Measures of Predictive Uncertainty
UAI 2025