← Core Methods

Machine Learning › Core Methods ›

Metric Learning

2800 directly classified papers

Papers per year

Papers

RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning AAAI 2026

Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning AAAI 2026

SOMA: Feature Gradient Enhanced Affine-Flow Matching for SAR-Optical Registration AAAI 2026

Unlearning in Cross-Modal Retrieval via Prior-Prototype Guided Partitioned Dampening AAAI 2026

Textured Geometry Evaluation: Perceptual 3D Textured Shape Metric via 3D Latent-Geometry Network AAAI 2026

Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning AAAI 2026

A Paradigm Shift in High-Resolution Depth Estimation Using SPAD-Based LiDAR Histograms: From Signal Filtering to Lightweight Similarity Learning AAAI 2026

RMLer: Synthesizing Novel Objects Across Diverse Categories via Reinforcement Mixing Learning AAAI 2026

DSP-PCQA: Integrating Multiple Perception Preferences for Point Cloud Quality Assessment AAAI 2026

IQGS: Instance Query-based Gaussian Segmentation AAAI 2026

Dual-Geometry Graph Network: Unifying Local and Global Priors for Few-Shot Learning AAAI 2026

Towards Test-time Efficient Visual Place Recognition via Asymmetric Query Processing AAAI 2026

Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks AAAI 2026

Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels AAAI 2026

3DAlign-DAER: Dynamic Attention Policy and Efficient Retrieval Strategy for Fine-grained 3D-Text Alignment at Scale AAAI 2026

Subgraph Encoding with Bicentric Sphere Node Labeling and Pooling for Link Prediction AAAI 2026

Redundancy-optimized Multi-head Attention Networks for Multi-view Multi-label Feature Selection AAAI 2026

Adaptive Hyperbolic Kernels: Modulated Embedding in de Branges-Rovnyak Spaces AAAI 2026

LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026

Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation AAAI 2026

ITSELF: Attention Guided Fine-Grained Alignment for Vision-Language Retrieval WACV 2026

Sketch3R: Rapid and Realistic 3D VR Sketch Creation to Shape Retrieval WACV 2026

NeuroBridge: Few-Shot Cross-Modal Neuron Re-identification via Dual-Channel Deep Metric Learning WACV 2026

One-Shot Fine-Grained Re-Identification of Paint Marked Honey Bees using Vision Foundation Models WACV 2026

Enhancing Reverse Distillation with Core Exemplar Learning for Unified Multi-Class Anomaly Detection WACV 2026