Research

Papers for “image classification”

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

Title	Authors	Year	Source
Assisted Perception: Optimizing Observations to Communicate State	Siddharth Reddy, Sergey Levine, Anca D. Dragan	2020	arxiv 2008.02840
First Session Adaptation: A Strong Replay-Free Baseline for Class-Incremental Learning	Aristeidis Panos, Yuriko Kobe, Daniel Olmeda Reino	2023	arxiv 2303.13199
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation	Fahimeh Hosseini Noohdani, Parsa Hosseini, Aryan Yazdan Parast	2024	arxiv 2402.18919
Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortex	Alex Mulrooney, Austin J. Brockmeier	2024	arxiv 2410.06067
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections	Mohamed Fazli Imam, Rufael Fedaku Marew, Jameel Hassan	2024	arxiv 2411.19346
Co-Training with Active Contrastive Learning and Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning	David Aparco-Cardenas, Jancarlo F. Gomes, Alexandre X. Falcão	2025	arxiv 2504.18666
Modeling & Evaluating the Performance of Convolutional Neural Networks for Classifying Steel Surface Defects	Nadeem Jabbar Chaudhry, M. Bilal Khan, M. Javaid Iqbal	2024	arxiv 2406.14583
Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions	Gengchen Mai, Yao Xuan, Wenyun Zuo	2023	arxiv 2306.17624
LPLgrad: Optimizing Active Learning Through Gradient Norm Sample Selection and Auxiliary Model Training	Shreen Gul, Mohamed Elmahallawy, Sanjay Madria	2024	arxiv 2411.15217
Visual RAG: Expanding MLLM visual knowledge without fine-tuning	Mirco Bonomo, Simone Bianco	2025	arxiv 2501.10834
BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing	Yoshitomo Matsubara, Davide Callegaro, Sameer Singh	2022	arxiv 2201.02693
Deep Reinforcement Learning using Capsules in Advanced Game Environments	Per-Arne Andersen	2018	arxiv 1801.09597
Identification of Seed Cells in Multispectral Images for GrowCut Segmentation	Wuilan Torres, Antonio Rueda-Toicen	2018	arxiv 1801.05525
Automated identification of hookahs (waterpipes) on Instagram: an application in feature extraction using Convolutional Neural Network and Support Vector Machine classification	Youshan Zhang, Jon-Patrick Allem, Jennifer B. Unger	2018	arxiv 1810.08881
Transfer learning for galaxy feature detection: Finding Giant Star-forming Clumps in low redshift galaxies using Faster R-CNN	Jürgen Popp, Hugh Dickinson, Stephen Serjeant	2023	arxiv 2312.03503
Point Transformer	Hengshuang Zhao, Li Jiang, Jiaya Jia	2020	arxiv 2012.09164
Segmentation of Roads in Satellite Images using specially modified U-Net CNNs	Jonas Bokstaller, Yihang She, Zhehan Fu	2021	arxiv 2109.14671
DFTS2: Simulating Deep Feature Transmission Over Packet Loss Channels	Ashiv Dhondea, Robert A. Cohen, Ivan V. Bajić	2021	arxiv 2112.00794
Multimodal Representation Learning via Maximization of Local Mutual Information	Ruizhi Liao, Daniel Moyer, Miriam Cha	2021	arxiv 2103.04537
Optimal Complexity in Decentralized Training	Yucheng Lu, Christopher De Sa	2020	arxiv 2006.08085

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