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

Improved generalization bounds of group invariant / equivariant deep networks via quotient feature spaces UAI 2021
Practical Single-Image Super-Resolution Using Look-Up Table CVPR 2021
Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning JMLR 2021
Multi-Expert Adversarial Attack Detection in Person Re-Identification Using Context Inconsistency ICCV 2021
Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021
Neural Pseudo-Label Optimism for the Bank Loan Problem NIPS 2021
Adversarial Example Detection Using Latent Neighborhood Graph ICCV 2021
Adversarial Attacks Are Reversible With Natural Supervision ICCV 2021
Learning With Noisy Labels via Sparse Regularization ICCV 2021
Robust Trust Region for Weakly Supervised Segmentation ICCV 2021
Measuring Generalization with Optimal Transport NIPS 2021
AC/DC: Alternating Compressed/DeCompressed Training of Deep Neural Networks NIPS 2021
DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion ICCV 2021
Large Scale Multi-Illuminant (LSMI) Dataset for Developing White Balance Algorithm Under Mixed Illumination ICCV 2021
Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems NIPS 2021
PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections OSDI 2021
Structure Guided Lane Detection IJCAI 2021
Relative stability toward diffeomorphisms indicates performance in deep nets NIPS 2021
The Spectrum of Fisher Information of Deep Networks Achieving Dynamical Isometry AISTATS 2021
Knowledge-Enriched Distributional Model Inversion Attacks ICCV 2021
RPSRNet: End-to-End Trainable Rigid Point Set Registration Network Using Barnes-Hut 2D-Tree Representation CVPR 2021
One Size Does Not Fit All in Resource-Constrained ASR INTERSPEECH 2021
Systems for Low-Resource Speech Recognition Tasks in Open Automatic Speech Recognition and Formosa Speech Recognition Challenges INTERSPEECH 2021
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks NIPS 2021
Comparing Speech Enhancement Techniques for Voice Adaptation-Based Speech Synthesis INTERSPEECH 2021