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Classification

15,289 papers

Papers per year

Papers

Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery NIPS 2024
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice NIPS 2024
BOLD: Boolean Logic Deep Learning NIPS 2024
Facilitating Multimodal Classification via Dynamically Learning Modality Gap NIPS 2024
OSLO: One-Shot Label-Only Membership Inference Attacks NIPS 2024
On the Power of Decision Trees in Auto-Regressive Language Modeling NIPS 2024
LaSCal: Label-Shift Calibration without target labels NIPS 2024
Neural Collapse To Multiple Centers For Imbalanced Data NIPS 2024
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks NIPS 2024
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks NIPS 2024
EGonc : Energy-based Open-Set Node Classification with substitute Unknowns NIPS 2024
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series NIPS 2024
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection NIPS 2024
Optimal Classification under Performative Distribution Shift NIPS 2024
Deep Graph Neural Networks via Posteriori-Sampling-based Node-Adaptative Residual Module NIPS 2024
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs NIPS 2024
Revisiting Ensembling in One-Shot Federated Learning NIPS 2024
Instruction Tuning With Loss Over Instructions NIPS 2024
CALANet: Cheap All-Layer Aggregation for Human Activity Recognition NIPS 2024
The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection NIPS 2024
Building a stable classifier with the inflated argmax NIPS 2024
Predicting Label Distribution from Ternary Labels NIPS 2024
Active preference learning for ordering items in- and out-of-sample NIPS 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models NIPS 2024
Training an Open-Vocabulary Monocular 3D Detection Model without 3D Data NIPS 2024