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)

DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype AAAI 2025 Dual Debiasing for Noisy In-Context Learning for Text Generation ACL 2025 Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection ICCV 2025 Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025 Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant ICML 2025 Dual Focus-Attention Transformer for Robust Point Cloud Registration CVPR 2025 DUALFormer: Dual Graph Transformer ICLR 2025 DualGFL: Federated Learning with a Dual-Level Coalition-Auction Game AAAI 2025 Dual-Granularity Semantic Guided Sparse Routing Diffusion Model for General Pansharpening CVPR 2025 DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning ACL 2025 Dual Information Purification for Lightweight SAR Object Detection AAAI 2025 Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025 Dual-level Prototype Learning for Composite Degraded Image Restoration ICCV 2025 Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025 Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis AAAI 2025 Dual-Module Collaborative LoRA for Effective Large Language Model Fine-Tuning ACML 2025 DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025 DualOpt: A Dual Divide-and-Optimize Algorithm for the Large-scale Traveling Salesman Problem AAAI 2025 Dual Orthogonality Sub-center Loss for Enhanced Anomalous Sound Detection Interspeech 2025 Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification EMNLP 2025 Dual-Process Image Generation ICCV 2025 DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025 Dual-Rate Dynamic Teacher for Source-Free Domain Adaptive Object Detection ICCV 2025 DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization ICCV 2025 Dual Reciprocal Learning of Language-based Human Motion Understanding and Generation ICCV 2025