conftrace_

Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4

21

30

55

40

51

225

219

249

257

357

364

480

942

818

966

1,394

2,092

3,114

4,415

4,853

5,064

5,371

5,992

6,412

5,823

1,475

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Don’t Score too Early! Evaluating Argument Mining Models on Incomplete Essays ACL 2025 Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025 Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025 Do Vision-Language Models Really Understand Visual Language? ICML 2025 Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025 Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding ICLR 2025 Do Your Best and Get Enough Rest for Continual Learning CVPR 2025 DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization ACL 2025 DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection CVPR 2025 Drafting and Revision: Advancing High-Fidelity Video Inpainting IJCAI 2025 Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models ICCV 2025 DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025 DreamRelation: Relation-Centric Video Customization ICCV 2025 DreamText: High Fidelity Scene Text Synthesis CVPR 2025 DReSD: Dense Retrieval for Speculative Decoding ACL 2025 DRES: Fake news detection by dynamic representation and ensemble selection EMNLP 2025 DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing ACL 2025 DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing ICLR 2025 Driving Chinese Spelling Correction from a Fine-Grained Perspective COLING 2025 DRL: Decomposed Representation Learning for Tabular Anomaly Detection ICLR 2025 Droid: A Resource Suite for AI-Generated Code Detection EMNLP 2025 DroughtSet: Understanding Drought Through Spatial-Temporal Learning AAAI 2025 DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025 DRUM: Learning Demonstration Retriever for Large MUlti-modal Models ACL 2025 DTCRS: Dynamic Tree Construction for Recursive Summarization ACL 2025