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)

Deploying Multi-task Online Server with Large Language Model COLING 2025 Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025 DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment AAAI 2025 Depth Any Camera: Zero-Shot Metric Depth Estimation from Any Camera CVPR 2025 Depth Any Event Stream: Enhancing Event-based Monocular Depth Estimation via Dense-to-Sparse Distillation ICCV 2025 Depth Any Video with Scalable Synthetic Data ICLR 2025 DepthCues: Evaluating Monocular Depth Perception in Large Vision Models CVPR 2025 DepthFM: Fast Generative Monocular Depth Estimation with Flow Matching AAAI 2025 depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers JMLR 2025 DEQ-MPC : Deep Equilibrium Model Predictive Control CoRL 2025 Dequantified Diffusion-Schrödinger Bridge for Density Ratio Estimation ICML 2025 DeRAGEC: Denoising Named Entity Candidates with Synthetic Rationale for ASR Error Correction ACL 2025 Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025 (De)-regularized Maximum Mean Discrepancy Gradient Flow JMLR 2025 DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction IJCAI 2025 Derivational Probing: Unveiling the Layer-wise Derivation of Syntactic Structures in Neural Language Models CoNLL 2025 Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI CVPR 2025 Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025 Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm ICLR 2025 Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation EMNLP 2025 DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models CVPR 2025 Descent with Misaligned Gradients and Applications to Hidden Convexity ICLR 2025 Describe, Adapt and Combine: Empowering CLIP Encoders for Open-set 3D Object Retrieval ICCV 2025 Describe Anything: Detailed Localized Image and Video Captioning ICCV 2025 Descriptive and Discriminative Document Identifiers for Generative Retrieval AAAI 2025