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Deep Learning

1397 directly classified papers

Papers per year

Papers

HDVIO: Improving Localization and Disturbance Estimation with Hybrid Dynamics VIO RSS 2023
End-to-End Learning for Stochastic Optimization: A Bayesian Perspective ICML 2023
Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition EMNLP 2023
Classifying Rhoticity of /ɹ/ in Speech Sound Disorder using Age-and-Sex Normalized Formants INTERSPEECH 2023
Language Model Based Target Token Importance Rescaling for Simultaneous Neural Machine Translation ACL 2023
A theory of continuous generative flow networks ICML 2023
Detecting Out-of-distribution Data through In-distribution Class Prior ICML 2023
Denoising MCMC for Accelerating Diffusion-Based Generative Models ICML 2023
Automatic Data Augmentation via Invariance-Constrained Learning ICML 2023
Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection ICML 2023
H-Likelihood Approach to Deep Neural Networks with Temporal-Spatial Random Effects for High-Cardinality Categorical Features ICML 2023
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet ICCV 2023
Leveraging Inpainting for Single-Image Shadow Removal ICCV 2023
Dropout Reduces Underfitting ICML 2023
Neural signature kernels as infinite-width-depth-limits of controlled ResNets ICML 2023
Ord2Seq: Regarding Ordinal Regression as Label Sequence Prediction ICCV 2023
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape Recovery ICCV 2023
ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition ICCV 2023
BoxDiff: Text-to-Image Synthesis with Training-Free Box-Constrained Diffusion ICCV 2023
Lightweight and Efficient Spoken Language Identification of Long-form Audio INTERSPEECH 2023
Coco at SemEval-2023 Task 10: Explainable Detection of Online Sexism SEMEVAL 2023
TRAMS: Training-free Memory Selection for Long-range Language Modeling EMNLP 2023
Improving Transformer-based Program Repair Model through False Behavior Diagnosis EMNLP 2023
CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023
Drop Clause: Enhancing Performance, Robustness and Pattern Recognition Capabilities of the Tsetlin Machine AAAI 2023