Research

Papers for “imagenet”

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

Title	Authors	Year	Source
WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor	Ke Lin, Yong A, Zhuoxin Gan	2022	arxiv 2203.02086
Scaling the Wild: Decentralizing Hogwild!-style Shared-memory SGD	Bapi Chatterjee, Vyacheslav Kungurtsev, Dan Alistarh	2022	arxiv 2203.06638
Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity	Cheng Luo, Qinliang Lin, Weicheng Xie	2022	arxiv 2203.05151
Which Model to Transfer? Finding the Needle in the Growing Haystack	Cedric Renggli, André Susano Pinto, Luka Rimanic	2020	arxiv 2010.06402
Cycle-Consistent Counterfactuals by Latent Transformations	Saeed Khorram, Li Fuxin	2022	arxiv 2203.15064
Bimodal Distributed Binarized Neural Networks	Tal Rozen, Moshe Kimhi, Brian Chmiel	2022	arxiv 2204.02004
On the Importance of Asymmetry for Siamese Representation Learning	Xiao Wang, Haoqi Fan, Yuandong Tian	2022	arxiv 2204.00613
Patch Slimming for Efficient Vision Transformers	Yehui Tang, Kai Han, Yunhe Wang	2021	arxiv 2106.02852
Generative Negative Replay for Continual Learning	Gabriele Graffieti, Davide Maltoni, Lorenzo Pellegrini	2022	arxiv 2204.05842
Understanding Dimensional Collapse in Contrastive Self-supervised Learning	Li Jing, Pascal Vincent, Yann LeCun	2021	arxiv 2110.09348
Accelerating Certified Robustness Training via Knowledge Transfer	Pratik Vaishnavi, Kevin Eykholt, Amir Rahmati	2022	arxiv 2210.14283
Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning	Ryota Yoshihashi, Shuhei Nishimura, Dai Yonebayashi	2022	arxiv 2211.13844
An Exact Mapping From ReLU Networks to Spiking Neural Networks	Ana Stanojevic, Stanis\law Woźniak, Guillaume Bellec	2022	arxiv 2212.12522
UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs	Philipp Oberdiek, Gernot A. Fink, Matthias Rottmann	2022	arxiv 2201.13279
Gradient-adjusted Incremental Target Propagation Provides Effective Credit Assignment in Deep Neural Networks	Sander Dalm, Nasir Ahmad, Luca Ambrogioni	2021	arxiv 2102.11598
The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image	Yuki M. Asano, Aaqib Saeed	2021	arxiv 2112.00725
Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning	Kanghao Chen, Sijia Liu, Ruixuan Wang	2023	arxiv 2301.07316
Learning Visual Representations for Transfer Learning by Suppressing Texture	Shlok Mishra, Anshul Shah, Ankan Bansal	2020	arxiv 2011.01901
WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks	Shaowu Chen, Weize Sun, Lei Huang	2023	arxiv 2302.08185
Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI	Ashwin Bhat, Arijit Raychowdhury	2023	arxiv 2302.11107

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