Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Object-Attentional Untargeted Adversarial Attack	Chao Zhou, Yuan-Gen Wang, Guopu Zhu	2022	arxiv 2210.08472
There is No VAE: End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-training	Jiachen Lei, Keli Liu, Julius Berner	2025	arxiv 2510.12586
Vision Transformer Hashing for Image Retrieval	Shiv Ram Dubey, Satish Kumar Singh, Wei-Ta Chu	2021	arxiv 2109.12564
Evolving Image Compositions for Feature Representation Learning	Paola Cascante-Bonilla, Arshdeep Sekhon, Yanjun Qi	2021	arxiv 2106.09011
Query-Specific Knowledge Summarization with Entity Evolutionary Networks	Carl Yang, Lingrui Gan, Zongyi Wang	2019	arxiv 1909.13183
MixConv: Mixed Depthwise Convolutional Kernels	Mingxing Tan, Quoc V. Le	2019	arxiv 1907.09595
Wavelet Integrated CNNs for Noise-Robust Image Classification	Qiufu Li, Linlin Shen, Sheng Guo	2020	arxiv 2005.03337
Feature Denoising for Improving Adversarial Robustness	Cihang Xie, Yuxin Wu, Laurens van der Maaten	2018	arxiv 1812.03411
Back to Simplicity: How to Train Accurate BNNs from Scratch?	Joseph Bethge, Haojin Yang, Marvin Bornstein	2019	arxiv 1906.08637
Unsupervised Object-Level Representation Learning from Scene Images	Jiahao Xie, Xiaohang Zhan, Ziwei Liu	2021	arxiv 2106.11952
Testing Robustness Against Unforeseen Adversaries	Max Kaufmann, Daniel Kang, Yi Sun	2019	arxiv 1908.08016
Efficient Pre-trained Features and Recurrent Pseudo-Labeling in Unsupervised Domain Adaptation	Youshan Zhang, Brian D. Davison	2021	arxiv 2104.13486
Large-scale Unsupervised Semantic Segmentation	Shanghua Gao, Zhong-Yu Li, Ming-Hsuan Yang	2021	arxiv 2106.03149
Neglected Free Lunch -- Learning Image Classifiers Using Annotation Byproducts	Dongyoon Han, Junsuk Choe, Seonghyeok Chun	2023	arxiv 2303.17595
Effective Robustness against Natural Distribution Shifts for Models with Different Training Data	Zhouxing Shi, Nicholas Carlini, Ananth Balashankar	2023	arxiv 2302.01381
Flow-Guided Feature Aggregation for Video Object Detection	Xizhou Zhu, Yujie Wang, Jifeng Dai	2017	arxiv 1703.10025
Pretraining boosts out-of-domain robustness for pose estimation	Alexander Mathis, Thomas Biasi, Steffen Schneider	2019	arxiv 1909.11229
Generalizing Vision-Language Models with Dedicated Prompt Guidance	Xinyao Li, Yinjie Min, Hongbo Chen	2025	arxiv 2512.02421
Analyzing Hierarchical Structure in Vision Models with Sparse Autoencoders	Matthew Lyle Olson, Musashi Hinck, Neale Ratzlaff	2025	arxiv 2505.15970
LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models	Kai Hu, Haoqi Hu, Matt Fredrikson	2026	arxiv 2601.18513

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