Research

Papers for “imagenet”

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

Title	Authors	Year	Source
DnA: Denoising Attention for Visual Tasks	Ron Campos, Subhajit Maity, Xin Li	2026	arxiv 2606.27372
Learning Normalized Energy Models for Linear Inverse Problems	Nicolas Zilberstein, Santiago Segarra, Eero Simoncelli	2026	arxiv 2605.15487
Sparse Autoencoders enable Robust and Interpretable Fine-tuning of CLIP models	Fabian Morelli, Arnas Uselis, Ankit Sonthalia	2026	arxiv 2605.15961
MicroViTv2: Beyond the FLOPS for Edge Energy-Friendly Vision Transformers	Novendra Setyawan, Chi-Chia Sun, Mao-Hsiu Hsu	2026	arxiv 2605.10148
CORP: Closed-Form One-shot Representation-Preserving Structured Pruning for Transformers	Boxiang Zhang, Baijian Yang	2026	arxiv 2602.05243
SynCo: Synthetic Hard Negatives for Contrastive Visual Representation Learning	Nikos Giakoumoglou, Tania Stathaki	2024	arxiv 2410.02401
Robust Residual Finite Scalar Quantization for Neural Compression	Xiaoxu Zhu, Dongchuan Ran, Yiming Ren	2025	arxiv 2508.15860
Impact of Aliasing on Generalization in Deep Convolutional Networks	Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin	2021	arxiv 2108.03489
Layer Folding: Neural Network Depth Reduction using Activation Linearization	Amir Ben Dror, Niv Zehngut, Avraham Raviv	2021	arxiv 2106.09309
Generating Attribution Maps with Disentangled Masked Backpropagation	Adria Ruiz, Antonio Agudo, Francesc Moreno	2021	arxiv 2101.06773
A Unified Objective for Novel Class Discovery	Enrico Fini, Enver Sangineto, Stéphane Lathuilière	2021	arxiv 2108.08536
ResNet strikes back: An improved training procedure in timm	Ross Wightman, Hugo Touvron, Hervé Jégou	2021	arxiv 2110.00476
Inferring Offensiveness In Images From Natural Language Supervision	Patrick Schramowski, Kristian Kersting	2021	arxiv 2110.04222
Adversarial examples by perturbing high-level features in intermediate decoder layers	Vojtěch Čermák, Lukáš Adam	2021	arxiv 2110.07182
Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset	Ian Palmer, Andrew Rouditchenko, Andrei Barbu	2021	arxiv 2110.07575
Recurrence along Depth: Deep Convolutional Neural Networks with Recurrent Layer Aggregation	Jingyu Zhao, Yanwen Fang, Guodong Li	2021	arxiv 2110.11852
Iterative Averaging in the Quest for Best Test Error	Diego Granziol, Xingchen Wan, Samuel Albanie	2020	arxiv 2003.01247
A Frequency Perspective of Adversarial Robustness	Shishira R Maiya, Max Ehrlich, Vatsal Agarwal	2021	arxiv 2111.00861
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation	Yuan Gong, Yu-An Chung, James Glass	2021	arxiv 2102.01243
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search	Qian Jiang, Xiaofan Zhang, Deming Chen	2021	arxiv 2111.12299

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