Research

Papers for “image classification”

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

Title	Authors	Year	Source
On Calibrating Semantic Segmentation Models: Analyses and An Algorithm	Dongdong Wang, Boqing Gong, Liqiang Wang	2022	arxiv 2212.12053
Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm	Yichen Xie, Han Lu, Junchi Yan	2023	arxiv 2303.14382
GMConv: Modulating Effective Receptive Fields for Convolutional Kernels	Qi Chen, Chao Li, Jia Ning	2023	arxiv 2302.04544
Diffusion Mechanism in Residual Neural Network: Theory and Applications	Tangjun Wang, Zehao Dou, Chenglong Bao	2021	arxiv 2105.03155
Improving Tail-Class Representation with Centroid Contrastive Learning	Anthony Meng Huat Tiong, Junnan Li, Guosheng Lin	2021	arxiv 2110.10048
A Multi-modal Approach to Single-modal Visual Place Classification	Tomoya Iwasaki, Kanji Tanaka, Kenta Tsukahara	2023	arxiv 2305.06179
Feasibility of Transfer Learning: A Mathematical Framework	Haoyang Cao, Haotian Gu, Xin Guo	2023	arxiv 2305.12985
Dual Path Transformer with Partition Attention	Zhengkai Jiang, Liang Liu, Jiangning Zhang	2023	arxiv 2305.14768
Evaluating The Robustness of Self-Supervised Representations to Background/Foreground Removal	Xavier F. Cadet, Ranya Aloufi, Alain Miranville	2023	arxiv 2306.01398
Growing Efficient Deep Networks by Structured Continuous Sparsification	Xin Yuan, Pedro Savarese, Michael Maire	2020	arxiv 2007.15353
InterpNET: Neural Introspection for Interpretable Deep Learning	Shane Barratt	2017	arxiv 1710.09511
Weakly Supervised Semantic Segmentation using Web-Crawled Videos	Seunghoon Hong, Donghun Yeo, Suha Kwak	2017	arxiv 1701.00352
FReLU: Flexible Rectified Linear Units for Improving Convolutional Neural Networks	Suo Qiu, Xiangmin Xu, Bolun Cai	2017	arxiv 1706.08098
Wide Compression: Tensor Ring Nets	Wenqi Wang, Yifan Sun, Brian Eriksson	2018	arxiv 1802.09052
Dynamic Deep Neural Networks: Optimizing Accuracy-Efficiency Trade-offs by Selective Execution	Lanlan Liu, Jia Deng	2017	arxiv 1701.00299
Fast Parametric Learning with Activation Memorization	Jack W Rae, Chris Dyer, Peter Dayan	2018	arxiv 1803.10049
CRAM: Clued Recurrent Attention Model	Minki Chung, Sungzoon Cho	2018	arxiv 1804.10844
Who Let The Dogs Out? Modeling Dog Behavior From Visual Data	Kiana Ehsani, Hessam Bagherinezhad, Joseph Redmon	2018	arxiv 1803.10827
A Novel Framework for Recurrent Neural Networks with Enhancing Information Processing and Transmission between Units	Xi Chen, Zhihong Deng, Gehui Shen	2018	arxiv 1806.00628
Learning Longer-term Dependencies in RNNs with Auxiliary Losses	Trieu H. Trinh, Andrew M. Dai, Minh-Thang Luong	2018	arxiv 1803.00144

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