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)

An Expressive and Self-Adaptive Dynamical System for Efficient Function Learning ICML 2025 An Extension-Based Argument-Ranking Semantics: Social Rankings in Abstract Argumentation AAAI 2025 Angeliki Linardatou at SemEval-2025 Task 11: Multi-label Emotion Detection SemEval 2025 Angle Domain Guidance: Latent Diffusion Requires Rotation Rather Than Extrapolation ICML 2025 Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation EMNLP 2025 AniGrad: Anisotropic Gradient-Adaptive Sampling for 3D Reconstruction From Monocular Video CVPR 2025 An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels ICLR 2025 AnimalClue: Recognizing Animals by their Traces ICCV 2025 Animate Your Thoughts: Reconstruction of Dynamic Natural Vision from Human Brain Activity ICLR 2025 AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer CVPR 2025 AniMo: Species-Aware Model for Text-Driven Animal Motion Generation CVPR 2025 An in-depth human study of the mathematical reasoning abilities in Large Language Models EMNLP 2025 An in depth look at the Procrustes-Wasserstein distance: properties and barycenters ICML 2025 An Inference Zoo for Real-Time Media Arts: Avendish as a Bridge Between AI and Creative Environments NeurIPS 2025 An Information Criterion for Controlled Disentanglement of Multimodal Data ICLR 2025 An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation IJCNLP 2025 An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 An Information-theoretic Perspective of Hierarchical Clustering on Graphs UAI 2025 An Information-Theoretic Regularizer for Lossy Neural Image Compression ICCV 2025 An Instrumental Value for Data Production and its Application to Data Pricing ICML 2025 An Intelligent Agentic System for Complex Image Restoration Problems ICLR 2025 An Interpretable and Crosslingual Method for Evaluating Second-Language Dialogues NAACL 2025 An Inverse Optimization Approach to Contextual Inverse Optimization IJCAI 2025 An Inversion-based Measure of Memorization for Diffusion Models ICCV 2025 An Investigation on LLMs' Visual Understanding Ability using SVG for Image-Text Bridging WACV 2025