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

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21

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40

51

225

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249

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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

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Papers (including subtopics)

Unified K-Means Clustering with Label-Guided Manifold Learning ICML 2025 Unified Molecule-Text Language Model with Discrete Token Representation IJCAI 2025 Unified Multi-Agent Trajectory Modeling with Masked Trajectory Diffusion ICCV 2025 Unified Video Action Model RSS 2025 Uniform Information Density and Syntactic Reduction: Revisiting *that*-Mentioning in English Complement Clauses EMNLP 2025 UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025 UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025 Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025 Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory AISTATS 2025 Unifying Specialized Visual Encoders for Video Language Models ICML 2025 Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models ACL 2025 UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting ICLR 2025 UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design ICML 2025 Union-over-Intersections: Object Detection beyond Winner-Takes-All ICLR 2025 UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing CVPR 2025 UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting CVPR 2025 Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual Stream Diffusion CVPR 2025 UniRestore3D: A Scalable Framework For General Shape Restoration ICLR 2025 Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025 UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025 UniT: One Document, Many Revisions, Too Many Edit Intention Taxonomies ACL 2025 UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025 UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages EMNLP 2025 Universal Actions for Enhanced Embodied Foundation Models CVPR 2025 UniversalCEFR: Enabling Open Multilingual Research on Language Proficiency Assessment EMNLP 2025