conftrace_

deep network

152 papers

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DN

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neural network (6616) deep learning (2118) representation learning (6206) convolutional neural network (4226) deep neural network (1803) image classification (1944) neural network optimization (1293) stochastic gradient descent (1091) semantic segmentation (3186) model compression (3302)

Papers

RiverScope: High-Resolution River Masking Dataset AAAI 2026
Back to the Future of Integrated Robot Systems AAAI 2025
A Selective Re-learning Mechanism for Hyperspectral Fusion Imaging CVPR 2025
DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis CVPR 2025
ClusterFix: A Cluster-Based Debiasing Approach Without Protected-Group Supervision WACV 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models CVPR 2024
Vikriti-ID: A Novel Approach for Real Looking Fingerprint Data-Set Generation WACV 2024
A Rainbow in Deep Network Black Boxes JMLR 2024
Embedding Task Structure for Action Detection WACV 2024
Why Do We Need Weight Decay in Modern Deep Learning? NIPS 2024
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher AAAI 2023
Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses AAAI 2023
Global Explanations for Image Classifiers (Student Abstract) AAAI 2023
Class based Influence Functions for Error Detection ACL 2023
The Dynamics of Sharpness-Aware Minimization: Bouncing Across Ravines and Drifting Towards Wide Minima JMLR 2023
Nonlinear Advantage: Trained Networks Might Not Be As Complex as You Think ICML 2023
Towards Sustainable Learning: Coresets for Data-efficient Deep Learning ICML 2023
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries CVPR 2023
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction IJCAI 2022
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization ICML 2022
Surprising Instabilities in Training Deep Networks and a Theoretical Analysis NIPS 2022
Emergent Language-Based Coordination In Deep Multi-Agent Systems EMNLP 2022
Deep Learning in Target Space JMLR 2022
Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022
Understanding Robust Overfitting of Adversarial Training and Beyond ICML 2022