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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
51
357
966
4,853
5,823
2000
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'25

Papers (including subtopics)

VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025 VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models CVPR 2025 Voices of Dissent: A Multimodal Analysis of Protest Songs through Lyrics and Audio ACL 2025 Volume-Aware Distance for Robust Similarity Learning ICML 2025 Voxplorer: Voice data exploration and projection in an interactive dashboard Interspeech 2025 VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization AAAI 2025 VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding IJCAI 2025 VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025 VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025 VSTAR: Generative Temporal Nursing for Longer Dynamic Video Synthesis ICLR 2025 VTGaussian-SLAM: RGBD SLAM for Large Scale Scenes with Splatting View-Tied 3D Gaussians ICML 2025 V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat EMNLP 2025 Walking the Web of Concept-Class Relationships in Incrementally Trained Interpretable Models AAAI 2025 wangkongqiang at SemEval-2025 Task 11:Bridging the Gap in Text-Based Emotion Detection SemEval 2025 WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning ICLR 2025 WARLearn: Weather-Adaptive Representation Learning WACV 2025 Warmup Generations: A Task-Agnostic Approach for Guiding Sequence-to-Sequence Learning with Unsupervised Initial State Generation ACL 2025 Wasserstein F-tests for Frechet regression on Bures-Wasserstein manifolds JMLR 2025 Wasserstein-Regularized Conformal Prediction under General Distribution Shift ICLR 2025 Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments EMNLP 2025 WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025 Wav2Sem: Plug-and-Play Audio Semantic Decoupling for 3D Speech-Driven Facial Animation CVPR 2025 wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025 Wave-driven Graph Neural Networks with Energy Dynamics for Over-smoothing Mitigation IJCAI 2025 Wavelet-based Positional Representation for Long Context ICLR 2025