Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting	Sangamesh Kodge, Gobinda Saha, Kaushik Roy	2023	arxiv 2312.00761
SODAWideNet++: Combining Attention and Convolutions for Salient Object Detection	Rohit Venkata Sai Dulam, Chandra Kambhamettu	2024	arxiv 2408.16645
Feedback-guided Data Synthesis for Imbalanced Classification	Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes	2023	arxiv 2310.00158
Concurrent Adversarial Learning for Large-Batch Training	Yong Liu, Xiangning Chen, Minhao Cheng	2021	arxiv 2106.00221
A Structurally Regularized CNN Architecture via Adaptive Subband Decomposition	Pavel Sinha, Ioannis Psaromiligkos, Zeljko Zilic	2023	arxiv 2306.16604
A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)	Weijie Tu, Weijian Deng, Tom Gedeon	2024	arxiv 2402.07410
End-to-End Video Object Detection with Spatial-Temporal Transformers	Lu He, Qianyu Zhou, Xiangtai Li	2021	arxiv 2105.10920
Wake-Sleep Consolidated Learning	Amelia Sorrenti, Giovanni Bellitto, Federica Proietto Salanitri	2023	arxiv 2401.08623
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy	Julio Silva-Rodriguez, Jihed Chelbi, Waziha Kabir	2024	arxiv 2401.15526
Scaling Backwards: Minimal Synthetic Pre-training?	Ryo Nakamura, Ryu Tadokoro, Ryosuke Yamada	2024	arxiv 2408.00677
Convolutional Networks as Extremely Small Foundation Models: Visual Prompting and Theoretical Perspective	Jianqiao Wangni	2024	arxiv 2409.10555
Guarantees of confidentiality via Hammersley-Chapman-Robbins bounds	Kamalika Chaudhuri, Chuan Guo, Laurens van der Maaten	2024	arxiv 2404.02866
GroupMamba: Efficient Group-Based Visual State Space Model	Abdelrahman Shaker, Syed Talal Wasim, Salman Khan	2024	arxiv 2407.13772
Patch-Wise Self-Supervised Visual Representation Learning: A Fine-Grained Approach	Ali Javidani, Mohammad Amin Sadeghi, Babak Nadjar Araabi	2023	arxiv 2310.18651
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning	Minh-Tuan Tran, Trung Le, Xuan-May Le	2024	arxiv 2403.14101
Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression	Denis Kuznedelev, Soroush Tabesh, Kimia Noorbakhsh	2023	arxiv 2303.14409
PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers	Ryan Grainger, Thomas Paniagua, Xi Song	2022	arxiv 2203.11987
TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers	Jihao Liu, Boxiao Liu, Hang Zhou	2022	arxiv 2207.08409
Temporal Gradient Inversion Attacks with Robust Optimization	Bowen Li, Hanlin Gu, Ruoxin Chen	2023	arxiv 2306.07883
BinaryViT: Pushing Binary Vision Transformers Towards Convolutional Models	Phuoc-Hoan Charles Le, Xinlin Li	2023	arxiv 2306.16678

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