Research

Papers for “imagenet”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Guided Dropout	Rohit Keshari, Richa Singh, Mayank Vatsa	2018	arxiv 1812.03965
Creating Lightweight Object Detectors with Model Compression for Deployment on Edge Devices	Yiwu Yao, Weiqiang Yang, Haoqi Zhu	2019	arxiv 1905.01787
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters	Axel Barroso-Laguna, Edgar Riba, Daniel Ponsa	2019	arxiv 1904.00889
Achieving Generalizable Robustness of Deep Neural Networks by Stability Training	Jan Laermann, Wojciech Samek, Nils Strodthoff	2019	arxiv 1906.00735
Locality and compositionality in zero-shot learning	Tristan Sylvain, Linda Petrini, Devon Hjelm	2019	arxiv 1912.12179
Uncertainty in Model-Agnostic Meta-Learning using Variational Inference	Cuong Nguyen, Thanh-Toan Do, Gustavo Carneiro	2019	arxiv 1907.11864
DeepCABAC: Context-adaptive binary arithmetic coding for deep neural network compression	Simon Wiedemann, Heiner Kirchhoffer, Stefan Matlage	2019	arxiv 1905.08318
An Adaptive Method Stabilizing Activations for Enhanced Generalization	Hyunseok Seung, Jaewoo Lee, Hyunsuk Ko	2025	arxiv 2506.08353
Score-of-Mixture Training: Training One-Step Generative Models Made Simple via Score Estimation of Mixture Distributions	Tejas Jayashankar, J. Jon Ryu, Gregory Wornell	2025	arxiv 2502.09609
Enhancing Transformer-Based Vision Models: Addressing Feature Map Anomalies Through Novel Optimization Strategies	Sumit Mamtani	2025	arxiv 2509.19687
Big Neural Networks Waste Capacity	Yann N. Dauphin, Yoshua Bengio	2013	arxiv 1301.3583
Structured Model Pruning of Convolutional Networks on Tensor Processing Units	Kongtao Chen, Ken Franko, Ruoxin Sang	2021	arxiv 2107.04191
Informative Class Activation Maps	Zhenyue Qin, Dongwoo Kim, Tom Gedeon	2021	arxiv 2106.10472
Faster Neural Network Training with Approximate Tensor Operations	Menachem Adelman, Kfir Y. Levy, Ido Hakimi	2018	arxiv 1805.08079
Stochastic Contrastive Learning	Jason Ramapuram, Dan Busbridge, Xavier Suau	2021	arxiv 2110.00552
RADIN: Souping on a Budget	Thibaut Menes, Olivier Risser-Maroix	2024	arxiv 2401.17790
LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images	Viraj Prabhu, Sriram Yenamandra, Prithvijit Chattopadhyay	2023	arxiv 2305.19164
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers	Katherine Crowson, Stefan Andreas Baumann, Alex Birch	2024	arxiv 2401.11605
NeoNeXt: Novel neural network operator and architecture based on the patch-wise matrix multiplications	Vladimir Korviakov, Denis Koposov	2024	arxiv 2403.11251
FIRAL: An Active Learning Algorithm for Multinomial Logistic Regression	Youguang Chen, George Biros	2024	arxiv 2409.07379

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