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Code Code Available 0ReMarNet: Conjoint Relation and Margin Learning for Small-Sample Image Classification Jun 27, 2020 Classification General Classification
Code Code Available 0Revisiting Local Descriptor based Image-to-Class Measure for Few-shot Learning Mar 28, 2019 Few-Shot Image Classification Few-Shot Learning
Code Code Available 0Exploring Data Redundancy in Real-world Image Classification through Data Selection Jun 25, 2023 Active Learning Continual Learning
Code Code Available 0Fixed-Point Convolutional Neural Network for Real-Time Video Processing in FPGA Aug 29, 2018 image-classification Image Classification
Code Code Available 0Prototype Generation: Robust Feature Visualisation for Data Independent Interpretability Sep 29, 2023 image-classification Image Classification
Code Code Available 0Exploring Alternatives to Softmax Function Nov 23, 2020 General Classification image-classification
Code Code Available 0Exploiting Invariance in Training Deep Neural Networks Mar 30, 2021 Image Classification Object Detection
Code Code Available 0FractalNet: Ultra-Deep Neural Networks without Residuals May 24, 2016 Image Classification
Code Code Available 0Fractional Max-Pooling Dec 18, 2014 Image Classification
Code Code Available 0A Differentiable Distance Approximation for Fairer Image Classification Oct 9, 2022 Classification Fairness
Code Code Available 0FragFake: A Dataset for Fine-Grained Detection of Edited Images with Vision Language Models May 21, 2025 image-classification Image Classification
Code Code Available 0FRAIN to Train: A Fast-and-Reliable Solution for Decentralized Federated Learning May 7, 2025 Federated Learning image-classification
Code Code Available 0A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification Apr 23, 2025 image-classification Image Classification
Code Code Available 0Explicitly Modeling Pre-Cortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness Sep 25, 2024 image-classification Image Classification
Code Code Available 0FR-CapsNet: Enhancing Low-Resolution Image Classification via Frequency Routed Capsules Jun 25, 2025 image-classification Image Classification
Code Code Available 0On the adequacy of untuned warmup for adaptive optimization Oct 9, 2019 Image Classification Language Modelling
Code Code Available 0LoLDU: Low-Rank Adaptation via Lower-Diag-Upper Decomposition for Parameter-Efficient Fine-Tuning Oct 17, 2024 image-classification Image Classification
Code Code Available 0Explicit and Implicit Graduated Optimization in Deep Neural Networks Dec 16, 2024 global-optimization image-classification
Code Code Available 0LIMEADE: From AI Explanations to Advice Taking Mar 9, 2020 BIG-bench Machine Learning image-classification
Code Code Available 0LongReMix: Robust Learning with High Confidence Samples in a Noisy Label Environment Mar 6, 2021 Image Classification Learning with noisy labels
Code Code Available 0FReLU: Flexible Rectified Linear Units for Improving Convolutional Neural Networks Jun 25, 2017 image-classification Image Classification
Code Code Available 0CrisisViT: A Robust Vision Transformer for Crisis Image Classification Jan 5, 2024 Classification Humanitarian
Code Code Available 0Creative Discovery using QD Search May 8, 2023 Diversity image-classification
Code Code Available 0Explanation-based Data Augmentation for Image Classification Dec 1, 2021 Classification Data Augmentation
Code Code Available 0Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration Feb 5, 2025 Classifier calibration Diagnostic
Code Code Available 0CP-decomposition with Tensor Power Method for Convolutional Neural Networks Compression Jan 25, 2017 General Classification image-classification
Code Code Available 0Tensor decomposition to Compress Convolutional Layers in Deep Learning May 28, 2020 Anomaly Detection Deep Learning
Code Code Available 0COVID-19 Detection on Chest X-Ray Images: A comparison of CNN architectures and ensembles Nov 18, 2021 image-classification Image Classification
Code Code Available 0Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning Sep 16, 2024 Few-Shot Learning image-classification
Code Code Available 0A Design Methodology for Efficient Implementation of Deconvolutional Neural Networks on an FPGA May 7, 2017 CPU Denoising
Code Code Available 0Looking back at Labels: A Class based Domain Adaptation Technique Apr 2, 2019 Domain Adaptation Image Classification
Code Code Available 0Frequency-Temporal Attention Network for Remote Sensing Imagery Change Detection Oct 10, 2024 Change Detection Earth Observation
Code Code Available 0FrequentNet: A Novel Interpretable Deep Learning Model for Image Classification Jan 4, 2020 Classification Deep Learning
Code Code Available 0FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques Mar 13, 2020 Classification CPU
Code Code Available 0A Deep Neuro-Fuzzy Network for Image Classification Dec 22, 2019 Classification General Classification
Code Code Available 0Explaining NonLinear Classification Decisions with Deep Taylor Decomposition Dec 8, 2015 Action Recognition Classification
Code Code Available 0On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee Mar 13, 2023 Image Classification Model Compression
Code Code Available 0Look-ups are not (yet) all you need for deep learning inference Jul 12, 2022 All image-classification
Code Code Available 0Incompatibility Clustering as a Defense Against Backdoor Poisoning Attacks May 8, 2021 Clustering Data Poisoning
Code Code Available 0Safeguarded Dynamic Label Regression for Generalized Noisy Supervision Mar 6, 2019 Image Classification Learning with noisy labels
Code Code Available 0Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method Oct 5, 2019 Computational Efficiency Dimensionality Reduction
Code Code Available 0Explaining Neural Networks by Decoding Layer Activations May 27, 2020 Decoder General Classification
Code Code Available 0Revisiting lp-constrained Softmax Loss: A Comprehensive Study Jun 20, 2022 Classification image-classification
Code Code Available 0Losses over Labels: Weakly Supervised Learning via Direct Loss Construction Dec 13, 2022 feature selection image-classification
Code Code Available 0Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training Jun 13, 2023 image-classification Image Classification
Code Code Available 0Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View Oct 30, 2020 Face Recognition image-classification
Code Code Available 0Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities Jan 23, 2017 Generative Adversarial Network image-classification
Code Code Available 0Observer Dependent Lossy Image Compression Oct 8, 2019 Classification General Classification
Code Code Available 0On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine Learning Jan 5, 2024 Binary Classification image-classification
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