Skip to content
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
51
357
966
4,853
5,823
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos AAAI 2025 VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling CVPR 2025 View-Association-Guided Dynamic Multi-View Classification IJCAI 2025 VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset ICCV 2025 VimGeo: Efficient Cross-View Geo-Localization with Vision Mamba Architecture IJCAI 2025 ViPCap: Retrieval Text-Based Visual Prompts for Lightweight Image Captioning AAAI 2025 Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning AAAI 2025 VISaGE: Understanding Visual Generics and Exceptions EMNLP 2025 Vision CNNs trained to estimate spatial latents learned similar ventral-stream-aligned representations ICLR 2025 Vision Graph Prompting via Semantic Low-Rank Decomposition ICML 2025 Vision-Guided Action: Enhancing 3D Human Motion Prediction with Gaze-informed Affordance in 3D Scenes CVPR 2025 Vision-guided Text Mining for Unsupervised Cross-modal Hashing with Community Similarity Quantization AAAI 2025 Vision-Language Models Do Not Understand Negation CVPR 2025 VisionTS: Visual Masked Autoencoders Are Free-Lunch Zero-Shot Time Series Forecasters ICML 2025 Visualizing and Benchmarking LLM Factual Hallucination Tendencies via Internal State Analysis and Clustering IJCNLP 2025 Visually Consistent Hierarchical Image Classification ICLR 2025 Visual Representation Learning through Causal Intervention for Controllable Image Editing CVPR 2025 ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy ICML 2025 VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow ICCV 2025 ViUniT: Visual Unit Tests for More Robust Visual Programming CVPR 2025 VL2Lite: Task-Specific Knowledge Distillation from Large Vision-Language Models to Lightweight Networks CVPR 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025 VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks ICLR 2025 VLM-AD: End-to-End Autonomous Driving through Vision-Language Model Supervision CoRL 2025 VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning CVPR 2025