Feature Learning

CoLoR: The Devil is in Scene Coordinate Regression for Large-Scale Visual Localization CVPR 2026 DDSF: Robust Few-Shot Learning via Disentangled Subspaces with Determinantal Point Process CVPR 2026 Efficient Learned Data Compression via Dual-Stream Feature Decoupling ACL 2026 Enhancing Hands in 3D Whole-Body Pose Estimation with Conditional Hands Modulator CVPR 2026 Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning CVPR 2026 From Few-way to Many-way: Rethinking Few-shot Fine-grained Image Classification CVPR 2026 Hyperbolic Defect Feature Synthesis for Few-Shot Defect Classification CVPR 2026 Multi-Modal Image Fusion via Intervention-Stable Feature Learning CVPR 2026 Open Problem: How much overparametrization is needed for ALS in tensor decomposition? COLT 2026 Pose-guided Enriched Feature Learning for Federated-by-camera Person Re-identification CVPR 2026 ULF-Loc: Unbiased Landmark Feature for Robust Visual Localization with 3D Gaussian Splatting CVPR 2026 Attention Is Not Always the Answer: Optimizing Voice Activity Detection with Simple Feature Fusion Interspeech 2025 Fundamental computational limits of weak learnability in high-dimensional multi-index models AISTATS 2025 Gradual modeling of the Lombard effect by modifying speaker embeddings from a Text-To-Speech model Interspeech 2025 PAST: Phonetic-Acoustic Speech Tokenizer Interspeech 2025 Regularizing Learnable Feature Extraction for Automatic Speech Recognition Interspeech 2025 An LLM Feature-based Framework for Dialogue Constructiveness Assessment EMNLP 2024 Cross-Level Feature Relocation: Mitigating Information Loss in Cross-Layer Feature Fusion for Crowd Counting ACML 2024 Learning Intra-Class Multimodal Distributions With Orthonormal Matrices WACV 2024 Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond NeurIPS 2023 Hybrid Convolution Method for Graph Classification Using Hierarchical Topology Feature ACML 2023 Learning Transformation-Predictive Representations for Detection and Description of Local Features CVPR 2023 Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks ICLR 2023 Self-supervised Example Difficulty Balancing for Local Descriptor Learning ACML 2023 STEERER: Resolving Scale Variations for Counting and Localization via Selective Inheritance Learning ICCV 2023