deep neural network

Relative stability toward diffeomorphisms indicates performance in deep nets NeurIPS 2021 Representer Point Selection via Local Jacobian Expansion for Post-hoc Classifier Explanation of Deep Neural Networks and Ensemble Models NeurIPS 2021 Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs IJCAI 2021 Revealing the Structure of Deep Neural Networks via Convex Duality ICML 2021 Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness NeurIPS 2021 Revisiting Weight Initialization of Deep Neural Networks ACML 2021 Reweighting Augmented Samples by Minimizing the Maximal Expected Loss ICLR 2021 Rich Features for Perceptual Quality Assessment of UGC Videos CVPR 2021 Robust and Decomposable Average Precision for Image Retrieval NeurIPS 2021 Robust Trust Region for Weakly Supervised Segmentation ICCV 2021 Robust Watermarking for Deep Neural Networks via Bi-Level Optimization ICCV 2021 RoMA: Robust Model Adaptation for Offline Model-based Optimization NeurIPS 2021 RPSRNet: End-to-End Trainable Rigid Point Set Registration Network Using Barnes-Hut 2D-Tree Representation CVPR 2021 Sample efficient learning of image-based diagnostic classifiers via probabilistic labels AISTATS 2021 Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? NeurIPS 2021 SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles ACL 2021 Scalable and Stable Surrogates for Flexible Classifiers with Fairness Constraints NeurIPS 2021 Searching Parameterized AP Loss for Object Detection NeurIPS 2021 Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs ICLR 2021 Self-Born Wiring for Neural Trees ICCV 2021 Self-Improved Retrosynthetic Planning ICML 2021 Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic AAAI 2021 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021 Separation and Concentration in Deep Networks ICLR 2021 Slice-sampling based 3D Object Classification ACML 2021