Research

Papers for “imagenet”

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

Title	Authors	Year	Source
F-SIOL-310: A Robotic Dataset and Benchmark for Few-Shot Incremental Object Learning	Ali Ayub, Alan R. Wagner	2021	arxiv 2103.12242
NASI: Label- and Data-agnostic Neural Architecture Search at Initialization	Yao Shu, Shaofeng Cai, Zhongxiang Dai	2021	arxiv 2109.00817
Neural Network Pruning by Cooperative Coevolution	Haopu Shang, Jia-Liang Wu, Wenjing Hong	2022	arxiv 2204.05639
Self-distilled Knowledge Delegator for Exemplar-free Class Incremental Learning	Fanfan Ye, Liang Ma, Qiaoyong Zhong	2022	arxiv 2205.11071
Weight-dependent Gates for Network Pruning	Yun Li, Zechun Liu, Weiqun Wu	2020	arxiv 2007.02066
LAB: Learnable Activation Binarizer for Binary Neural Networks	Sieger Falkena, Hadi Jamali-Rad, Jan van Gemert	2022	arxiv 2210.13858
Diffusion Visual Counterfactual Explanations	Maximilian Augustin, Valentyn Boreiko, Francesco Croce	2022	arxiv 2210.11841
Elastic Weight Consolidation Improves the Robustness of Self-Supervised Learning Methods under Transfer	Andrius Ovsianas, Jason Ramapuram, Dan Busbridge	2022	arxiv 2210.16365
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck	Anirban Samaddar, Sandeep Madireddy, Prasanna Balaprakash	2022	arxiv 2203.02592
On Trace of PGD-Like Adversarial Attacks	Mo Zhou, Vishal M. Patel	2022	arxiv 2205.09586
Perturbated Gradients Updating within Unit Space for Deep Learning	Ching-Hsun. Tseng, Liu-Hsueh. Cheng, Shin-Jye. Lee	2021	arxiv 2110.00199
QuantPipe: Applying Adaptive Post-Training Quantization for Distributed Transformer Pipelines in Dynamic Edge Environments	Haonan Wang, Connor Imes, Souvik Kundu	2022	arxiv 2211.04515
Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models	Utkarsh Singhal, Stella X. Yu, Zackery Steck	2022	arxiv 2211.11797
Deep Transformers Thirst for Comprehensive-Frequency Data	Rui Xia, Chao Xue, Boyu Deng	2022	arxiv 2203.07116
DMFormer: Closing the Gap Between CNN and Vision Transformers	Zimian Wei, Hengyue Pan, Lujun Li	2022	arxiv 2209.07738
Hint-dynamic Knowledge Distillation	Yiyang Liu, Chenxin Li, Xiaotong Tu	2022	arxiv 2211.17059
Caption supervision enables robust learners	Benjamin Feuer, Ameya Joshi, Chinmay Hegde	2022	arxiv 2210.07396
Out-of-Distribution Detection with Deep Nearest Neighbors	Yiyou Sun, Yifei Ming, Xiaojin Zhu	2022	arxiv 2204.06507
Masked Feature Prediction for Self-Supervised Visual Pre-Training	Chen Wei, Haoqi Fan, Saining Xie	2021	arxiv 2112.09133
Learning Customized Visual Models with Retrieval-Augmented Knowledge	Haotian Liu, Kilho Son, Jianwei Yang	2023	arxiv 2301.07094

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