Research

Papers for “imagenet”

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

Title	Authors	Year	Source
$\mu$DARTS: Model Uncertainty-Aware Differentiable Architecture Search	Biswadeep Chakraborty, Saibal Mukhopadhyay	2021	arxiv 2107.11500
Rethinking Weight Decay For Efficient Neural Network Pruning	Hugo Tessier, Vincent Gripon, Mathieu Léonardon	2020	arxiv 2011.10520
Neural Echos: Depthwise Convolutional Filters Replicate Biological Receptive Fields	Zahra Babaiee, Peyman M. Kiasari, Daniela Rus	2024	arxiv 2401.10178
Epoch-evolving Gaussian Process Guided Learning	Jiabao Cui, Xuewei Li, Bin Li	2020	arxiv 2006.14347
On Pretraining Data Diversity for Self-Supervised Learning	Hasan Abed Al Kader Hammoud, Tuhin Das, Fabio Pizzati	2024	arxiv 2403.13808
DSReLU: A Novel Dynamic Slope Function for Superior Model Training	Archisman Chakraborti, Bidyut B Chaudhuri	2024	arxiv 2408.09156
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning	Khanh-Binh Nguyen, Chae Jung Park	2024	arxiv 2405.15311
An Unsupervised Learning Classifier with Competitive Error Performance	Daniel N. Nissani	2018	arxiv 1806.09385
HVT: A Comprehensive Vision Framework for Learning in Non-Euclidean Space	Jacob Fein-Ashley, Ethan Feng, Minh Pham	2024	arxiv 2409.16897
Deep Unsupervised Learning Using Spike-Timing-Dependent Plasticity	Sen Lu, Abhronil Sengupta	2023	arxiv 2307.04054
Learning Correlation Structures for Vision Transformers	Manjin Kim, Paul Hongsuck Seo, Cordelia Schmid	2024	arxiv 2404.03924
A Tensor-based Convolutional Neural Network for Small Dataset Classification	Zhenhua Chen, David Crandall	2023	arxiv 2303.17061
Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption	Moran Baruch, Nir Drucker, Gilad Ezov	2023	arxiv 2304.14836
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models	Nan Liu, Yilun Du, Shuang Li	2023	arxiv 2306.05357
EXACFS -- A CIL Method to mitigate Catastrophic Forgetting	S Balasubramanian, M Sai Subramaniam, Sai Sriram Talasu	2024	arxiv 2410.23751
Investigating Saturation Effects in Integrated Gradients	Vivek Miglani, Narine Kokhlikyan, Bilal Alsallakh	2020	arxiv 2010.12697
CSER: Communication-efficient SGD with Error Reset	Cong Xie, Shuai Zheng, Oluwasanmi Koyejo	2020	arxiv 2007.13221
Evaluating Contrastive Models for Instance-based Image Retrieval	Tarun Krishna, Kevin McGuinness, Noel O'Connor	2021	arxiv 2104.14939
Carpet-bombing patch: attacking a deep network without usual requirements	Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin	2022	arxiv 2212.05827
UDC: Unified DNAS for Compressible TinyML Models	Igor Fedorov, Ramon Matas, Hokchhay Tann	2022	arxiv 2201.05842

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