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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
76
533
1,651
11,133
21,167
2000
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'25

Papers (including subtopics)

Visual Detector Compression via Location-Aware Discriminant Analysis WACV 2026 Visual-Friendly Concept Protection via Selective Adversarial Perturbations AAAI 2026 ViType: High-Fidelity Visual Text Rendering via Glyph-Aware Multimodal Diffusion AAAI 2026 VK-Det: Visual Knowledge Guided Prototype Learning for Open-Vocabulary Aerial Object Detection AAAI 2026 VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model AAAI 2026 VLHSA: Vision-Language Hierarchical Semantic Alignment for Jigsaw Puzzle Solving with Eroded Gaps (Student Abstract) AAAI 2026 VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion WACV 2026 VN-MTEB: Vietnamese Massive Text Embedding Benchmark EACL 2026 VOCAL: Visual Odometry via ContrAstive Learning WACV 2026 VoiceCloak: A Multi-Dimensional Defense Framework Against Unauthorized Diffusion-Based Voice Cloning AAAI 2026 Voting in Divisible Settings: A Survey AAAI 2026 VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs ACL 2026 VPN: Visual Prompt Navigation AAAI 2026 V-Pruner: A Fast and Globally-informed Token Pruning Framework for Vision Transformer AAAI 2026 VPSentry: Semi-supervised Video Polyp Segmentation via Sentry-guided Long-term Prototype Fusion with Correlation Dynamic Propagation AAAI 2026 VQ-Insight: Teaching VLMs for AI-Generated Video Quality Understanding via Progressive Visual Reinforcement Learning AAAI 2026 VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training ACL 2026 VTD-CLIP: Video-to-Text Discretization via Prompting CLIP AAAI 2026 VT-Intrinsic: Physics-Based Decomposition of Reflectance and Shading using a Single Visible-Thermal Image Pair CVPR 2026 VulnBench: A Comprehensive Benchmark for Transformer-Based Vulnerability Detection AAAI 2026 Vulnerability-Aware Robust Multimodal Adversarial Training AAAI 2026 Warm-starting active-set solvers using graph neural networks L4DC 2026 Wasserstein-Aligned Hyperbolic Multi-View Clustering AAAI 2026 Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation AAAI 2026 Wasserstein Gradient Flows for Scalable and Regularized Barycenter Computation UAI 2026