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

A Spectral Perspective of DNN Robustness to Label Noise AISTATS 2022
Locally Distributed Activation Vectors for Guided Feature Attribution COLING 2022
Merry Go Round: Rotate a Frame and Fool a DNN CVPR 2022
BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022
Privid: Practical, Privacy-Preserving Video Analytics Queries NSDI 2022
A Gentle Introduction to Deep Nets and Opportunities for the Future ACL 2022
Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets ICML 2022
DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022
Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization ICML 2022
Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies AAAI 2022
Deep Neural Networks Learn Meta-Structures from Noisy Labels in Semantic Segmentation AAAI 2022
On the Generalization Analysis of Adversarial Learning ICML 2022
Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022
Perturbation Learning Based Anomaly Detection NIPS 2022
Adversarial Robustness in Multi-Task Learning: Promises and Illusions AAAI 2022
Deep Probability Estimation ICML 2022
DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022
Deep Incomplete Multi-View Clustering via Mining Cluster Complementarity AAAI 2022
Towards Debiasing DNN Models from Spurious Feature Influence AAAI 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization ICML 2022
Fast-Rate PAC-Bayesian Generalization Bounds for Meta-Learning ICML 2022
Learning to Deblur Using Light Field Generated and Real Defocus Images CVPR 2022