Research

Papers for “imagenet”

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

Title	Authors	Year	Source
Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks	Thomas Brunner, Frederik Diehl, Michael Truong Le	2018	arxiv 1812.09803
Conformer: Local Features Coupling Global Representations for Visual Recognition	Zhiliang Peng, Wei Huang, Shanzhi Gu	2021	arxiv 2105.03889
MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space	Rui Huang, Yixuan Li	2021	arxiv 2105.01879
Neural Architecture Search with Random Labels	Xuanyang Zhang, Pengfei Hou, Xiangyu Zhang	2021	arxiv 2101.11834
CoolMomentum: A Method for Stochastic Optimization by Langevin Dynamics with Simulated Annealing	Oleksandr Borysenko, Maksym Byshkin	2020	arxiv 2005.14605
BoolNet: Minimizing The Energy Consumption of Binary Neural Networks	Nianhui Guo, Joseph Bethge, Haojin Yang	2021	arxiv 2106.06991
Robust Context-Aware Object Recognition	Klara Janouskova, Cristian Gavrus, Jiri Matas	2025	arxiv 2510.00618
Convolutional Neural Nets vs Vision Transformers: A SpaceNet Case Study with Balanced vs Imbalanced Regimes	Akshar Gothi	2025	arxiv 2510.03297
NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering	Zhihao Huang, Xi Qiu, Yukuo Ma	2025	arxiv 2503.07076
Always-Sparse Training by Growing Connections with Guided Stochastic Exploration	Mike Heddes, Narayan Srinivasa, Tony Givargis	2024	arxiv 2401.06898
Variational Self-Supervised Learning	Mehmet Can Yavuz, Berrin Yanikoglu	2025	arxiv 2504.04318
ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization	Md Rahat-uz- Zaman, Bei Wang, Paul Rosen	2025	arxiv 2505.04647
Achieving 3D Attention via Triplet Squeeze and Excitation Block	Maan Alhazmi, Abdulrahman Altahhan	2025	arxiv 2505.05943
SPECTRE: An FFT-Based Efficient Drop-In Replacement to Self-Attention for Long Contexts	Jacob Fein-Ashley, Neelesh Gupta, Rajgopal Kannan	2025	arxiv 2502.18394
Unified Continuous Generative Models	Peng Sun, Yi Jiang, Tao Lin	2025	arxiv 2505.07447
REG: Rectified Gradient Guidance for Conditional Diffusion Models	Zhengqi Gao, Kaiwen Zha, Tianyuan Zhang	2025	arxiv 2501.18865
Explainable embeddings with Distance Explainer	Christiaan Meijer, E. G. Patrick Bos	2025	arxiv 2505.15516
Leaner Transformers: More Heads, Less Depth	Hemanth Saratchandran, Damien Teney, Simon Lucey	2025	arxiv 2505.20802
Efficient Generative Modeling with Residual Vector Quantization-Based Tokens	Jaehyeon Kim, Taehong Moon, Keon Lee	2024	arxiv 2412.10208
Multi-Step Guided Diffusion for Image Restoration on Edge Devices: Toward Lightweight Perception in Embodied AI	Aditya Chakravarty	2025	arxiv 2506.07286

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