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Research

Papers for “imagenet”

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

TitleAuthorsYearSource
TSPTQ-ViT: Two-scaled post-training quantization for vision transformerYu-Shan Tai, Ming-Guang Lin, An-Yeu (Andy) Wu2023arxiv 2305.12901
Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNetsHongyi Pan, Emadeldeen Hamdan, Xin Zhu2023arxiv 2303.06797
Latent-based Diffusion Model for Long-tailed RecognitionPengxiao Han, Changkun Ye, Jieming Zhou2024arxiv 2404.04517
GRASP: A Rehearsal Policy for Efficient Online Continual LearningMd Yousuf Harun, Jhair Gallardo, Junyu Chen2023arxiv 2308.13646
Estimating the Robustness Radius for Randomized Smoothing with 100$\times$ Sample EfficiencyEmmanouil Seferis, Stefanos Kollias, Chih-Hong Cheng2024arxiv 2404.17371
Information Flow in Self-Supervised LearningZhiquan Tan, Jingqin Yang, Weiran Huang2023arxiv 2309.17281
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-ExpertsMohammed Nowaz Rabbani Chowdhury, Meng Wang, Kaoutar El Maghraoui2024arxiv 2405.16646
Multi-layer Learnable Attention Mask for Multimodal TasksWayner Barrios, SouYoung Jin2024arxiv 2406.02761
Classification Metrics for Image Explanations: Towards Building Reliable XAI-EvaluationsBenjamin Fresz, Lena Lörcher, Marco Huber2024arxiv 2406.05068
Enhancing Adversarial Transferability via Information Bottleneck ConstraintsBiqing Qi, Junqi Gao, Jianxing Liu2024arxiv 2406.05531
SCoRe: Submodular Combinatorial Representation LearningAnay Majee, Suraj Kothawade, Krishnateja Killamsetty2023arxiv 2310.00165
Training-Free Acceleration of ViTs with Delayed Spatial MergingJung Hwan Heo, Seyedarmin Azizi, Arash Fayyazi2023arxiv 2303.02331
AB-Training: A Communication-Efficient Approach for Distributed Low-Rank LearningDaniel Coquelin, Katherina Flügel, Marie Weiel2024arxiv 2405.01067
Rejuvenating image-GPT as Strong Visual Representation LearnersSucheng Ren, Zeyu Wang, Hongru Zhu2023arxiv 2312.02147
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation ModelsFrancesco Croce, Naman D Singh, Matthias Hein2023arxiv 2306.12941
Learning to Transform Dynamically for Better Adversarial TransferabilityRongyi Zhu, Zeliang Zhang, Susan Liang2024arxiv 2405.14077
Enhancing Output Diversity Improves Conjugate Gradient-based Adversarial AttacksKeiichiro Yamamura, Issa Oe, Hiroki Ishikura2024arxiv 2408.03972
VAR-CLIP: Text-to-Image Generator with Visual Auto-Regressive ModelingQian Zhang, Xiangzi Dai, Ninghua Yang2024arxiv 2408.01181
TextCAVs: Debugging vision models using textAngus Nicolson, Yarin Gal, J. Alison Noble2024arxiv 2408.08652
SpiralMLP: A Lightweight Vision MLP ArchitectureHaojie Mu, Burhan Ul Tayyab, Nicholas Chua2024arxiv 2404.00648