conftrace_

convolutional network

239 papers

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Also known as

CONVNET

Co-occurring keywords

convolutional neural network (4226) semantic segmentation (3186) object detection (2762) representation learning (6206) image classification (1944) unsupervised learning (3264) attention mechanism (4001) feature learning (1311) neural network (6616) deep learning (2118)

Papers

Neural networks trained with SGD learn distributions of increasing complexity ICML 2023
All-in-One Image Restoration for Unknown Degradations Using Adaptive Discriminative Filters for Specific Degradations CVPR 2023
PeakConv: Learning Peak Receptive Field for Radar Semantic Segmentation CVPR 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP NIPS 2023
Expected Gradients of Maxout Networks and Consequences to Parameter Initialization ICML 2023
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis AAAI 2023
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models NIPS 2023
Neural Machine Translation for Mathematical Formulae ACL 2023
Poincare ResNet ICCV 2023
Modeling speech recognition and synthesis simultaneously: Encoding and decoding lexical and sublexical semantic information into speech with no direct access to speech data INTERSPEECH 2022
Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer INTERSPEECH 2022
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics NIPS 2022
Eigenspace Restructuring: A Principle of Space and Frequency in Neural Networks COLT 2022
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks NIPS 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation NIPS 2022
Correlation Verification for Image Retrieval CVPR 2022
Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild CVPR 2022
Mockingbird at the SIGTYP 2022 Shared Task: Two Types of Models for the Prediction of Cognate Reflexes NAACL 2022
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ICML 2022
Deploying Convolutional Networks on Untrusted Platforms Using 2D Holographic Reduced Representations ICML 2022
Embedding Recurrent Layers with Dual-Path Strategy in a Variant of Convolutional Network for Speaker-Independent Speech Separation INTERSPEECH 2022
FAM: Visual Explanations for the Feature Representations From Deep Convolutional Networks CVPR 2022
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly Detection AISTATS 2022
Convolutional and Residual Networks Provably Contain Lottery Tickets ICML 2022
ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction JMLR 2022