conftrace_

deep neural network

1803 papers

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Also known as

DNN DNNS

Co-occurring keywords

neural network (6616) adversarial attack (1621) deep learning (2118) image classification (1944) representation learning (6206) model compression (3302) convolutional neural network (4226) automatic speech recognition (1774) speech enhancement (581) neural network optimization (1293)

Papers

Robust and Decomposable Average Precision for Image Retrieval NIPS 2021
Efficient Combination of Rematerialization and Offloading for Training DNNs NIPS 2021
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks NIPS 2021
Understanding and Improving Early Stopping for Learning with Noisy Labels NIPS 2021
Large Motion Video Super-Resolution with Dual Subnet and Multi-Stage Communicated Upsampling AAAI 2021
A Recipe for Global Convergence Guarantee in Deep Neural Networks AAAI 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation AAAI 2021
A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021
Deep Partial Rank Aggregation for Personalized Attributes AAAI 2021
Multi-level Distance Regularization for Deep Metric Learning AAAI 2021
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles ACL 2021
Neural Pseudo-Label Optimism for the Bank Loan Problem NIPS 2021
Measuring Vegetation Density in Marsh Grass Photographs Using Deep Neural Networks (Student Abstract) AAAI 2021
Opponent Hand Estimation in Gin Rummy Using Deep Neural Networks and Heuristic Strategies AAAI 2021
Interpreting Multivariate Shapley Interactions in DNNs AAAI 2021
Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model AAAI 2021
PID-Based Approach to Adversarial Attacks AAAI 2021
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021
Joint-Label Learning by Dual Augmentation for Time Series Classification AAAI 2021
Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021
HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021
Frivolous Units: Wider Networks Are Not Really That Wide AAAI 2021
A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation AAAI 2021
Adversarial Robustness through Disentangled Representations AAAI 2021
DeepPseudo: Pseudo Value Based Deep Learning Models for Competing Risk Analysis AAAI 2021