conftrace_

deep learning

2118 papers

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DL

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neural network (6616) text classification (6793) convolutional neural network (4226) representation learning (6206) transfer learning (5449) deep neural network (1803) attention mechanism (4001) natural language processing (2034) image classification (1944) feature learning (1311)

Papers

Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling AAAI 2023
Addressing Chest Radiograph Projection Bias in Deep Classification Models MIDL 2023
A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction MIDL 2023
Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks NIPS 2023
GlobalFlowNet: Video Stabilization Using Deep Distilled Global Motion Estimates WACV 2023
DBCE: A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations WACV 2023
PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning NIPS 2023
Smooth, exact rotational symmetrization for deep learning on point clouds NIPS 2023
Beyond Object Recognition: A New Benchmark towards Object Concept Learning ICCV 2023
Class Adaptive Network Calibration CVPR 2023
Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging ICCV 2023
GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023
Interpretable histopathology-based prediction of disease relevant features in Inflammatory Bowel Disease biopsies using weakly-supervised deep learning MIDL 2023
On the choice of Perception Loss Function for Learned Video Compression NIPS 2023
Improving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context NIPS 2023
A Survey of Deep Learning for Mathematical Reasoning ACL 2023
Build a SRE Challenge System: Lessons from VoxSRC 2022 and CNSRC 2022 INTERSPEECH 2023
ResoNet: Noise-Trained Physics-Informed MRI Off-Resonance Correction NIPS 2023
Flexible-Cm GAN: Towards Precise 3D Dose Prediction in Radiotherapy CVPR 2023
An Improved End-to-End Audio-Visual Speech Recognition Model INTERSPEECH 2023
Coupled Reconstruction of Cortical Surfaces by Diffeomorphic Mesh Deformation NIPS 2023
Hard-Constrained Deep Learning for Climate Downscaling JMLR 2023
Maximization of Average Precision for Deep Learning with Adversarial Ranking Robustness NIPS 2023
Speaker-independent neural formant synthesis INTERSPEECH 2023
LION: Label Disambiguation for Semi-supervised Facial Expression Recognition with Progressive Negative Learning IJCAI 2023