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Papers
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
ACL 2024
Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
NeurIPS 2024
On the Interpretability of Deep Learning Models for Collaborative Argumentation Analysis in Classrooms
ACL 2024
On the Joint Interaction of Models, Data, and Features
ICLR 2024
Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization
COLT 2024
Optimal deep learning of holomorphic operators between Banach spaces
NeurIPS 2024
Out-of-Distribution Detection With Logical Reasoning
WACV 2024
Overload: Latency Attacks on Object Detection for Edge Devices
CVPR 2024
OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning
ICML 2024
Parameterized fast and safe tracking (FaSTrack) using DeepReach
L4DC 2024
Periodicity Decoupling Framework for Long-term Series Forecasting
ICLR 2024
PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks
JMLR 2024
PiShield: A PyTorch Package for Learning with Requirements
IJCAI 2024
Position: Tensor Networks are a Valuable Asset for Green AI
ICML 2024
Post-trained Convolution Networks for Single Image Super-resolution (Abstract Reprint)
AAAI 2024
Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach
IJCAI 2024
Predicting DNA Content Abnormalities in Barrett’s Esophagus: A Weakly Supervised Learning Paradigm
MIDL 2024
Prediction of CRISPR On-Target Effects via Deep Learning
EMNLP 2024
Preface for International Conference on Medical Imaging with Deep Learning 2024
MIDL 2024
ptwt - The PyTorch Wavelet Toolbox
JMLR 2024
QLABGrad: A Hyperparameter-Free and Convergence-Guaranteed Scheme for Deep Learning
AAAI 2024
Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation
AAAI 2024
Querying Easily Flip-flopped Samples for Deep Active Learning
ICLR 2024
RADR: A Robust Domain-Adversarial-based Framework for Automated Diabetic Retinopathy Severity Classification
MIDL 2024
Recent Advances in Predictive Modeling with Electronic Health Records
IJCAI 2024