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Feature Learning

817 directly classified papers

Papers per year

Papers

Deep Homography Estimation for Visual Place Recognition AAAI 2024
Pinealai_StressIdent_LT-EDI@EACL2024: Minimal configurations for Stress Identification in Tamil and Telugu EACL 2024
Mean-Shift Feature Transformer CVPR 2024
Learning symmetries via weight-sharing with doubly stochastic tensors NIPS 2024
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning NIPS 2024
Neural Collapse To Multiple Centers For Imbalanced Data NIPS 2024
Collaborative Refining for Learning from Inaccurate Labels NIPS 2024
Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation CVPR 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NIPS 2024
Scalable Higher-Order Tensor Product Spline Models AISTATS 2024
Data Distribution Valuation NIPS 2024
Pruning is Optimal for Learning Sparse Features in High-Dimensions COLT 2024
Exploiting Representation Curvature for Boundary Detection in Time Series NIPS 2024
ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion CVPR 2024
Groningen Team A at SemEval-2024 Task 8: Human/Machine Authorship Attribution Using a Combination of Probabilistic and Linguistic Features SEMEVAL 2024
Affine Equivariant Networks Based on Differential Invariants CVPR 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024
Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024
Neural Feature Learning in Function Space JMLR 2024
Signals as Features: Predicting Error/Success in Rhetorical Structure Parsing EACL 2024
Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024
Learning GAI-Decomposable Utility Models for Multiattribute Decision Making AAAI 2024
Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment CVPR 2024
IIRP-Net: Iterative Inference Residual Pyramid Network for Enhanced Image Registration CVPR 2024
A Concise Report of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text EACL 2024