Augmented Neural ODEs Apr 2, 2019 Image Classification
Code Code Available 1Augmenting Convolutional networks with attention-based aggregation Dec 27, 2021 Classification Image Classification
Code Code Available 1Balanced Energy Regularization Loss for Out-of-distribution Detection Jun 18, 2023 Classification image-classification
Code Code Available 1Differentiable Model Compression via Pseudo Quantization Noise Apr 20, 2021 Audio Source Separation image-classification
Code Code Available 1Balanced Contrastive Learning for Long-Tailed Visual Recognition Jul 19, 2022 Contrastive Learning Image Classification
Code Code Available 1Differentiable Top-k Classification Learning Jun 15, 2022 General Classification Image Classification
Code Code Available 1Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability Aug 14, 2020 Brain Tumor Segmentation Decision Making
Code Code Available 1CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records Jan 25, 2020 Disease Prediction General Classification
Code Code Available 1Co-Tuning for Transfer Learning Dec 1, 2020 Image Classification Transfer Learning
Code Code Available 1Diffusion Model as Representation Learner Aug 21, 2023 Denoising image-classification
Code Code Available 1CrAM: A Compression-Aware Minimizer Jul 28, 2022 GPU Image Classification
Code Code Available 1AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty Dec 5, 2019 Domain Generalization image-classification
Code Code Available 1A Survey on Transferability of Adversarial Examples across Deep Neural Networks Oct 26, 2023 image-classification Image Classification
Code Code Available 1Dilated convolution with learnable spacings Dec 7, 2021 Image Classification Object Detection
Code Code Available 1Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding May 26, 2021 Decoder Image Classification
Code Code Available 1batchboost: regularization for stabilizing training with resistance to underfitting & overfitting Jan 21, 2020 Image Classification Semi-Supervised Image Classification
Code Code Available 1A Unified Algebraic Perspective on Lipschitz Neural Networks Mar 6, 2023 image-classification Image Classification
Code Code Available 1On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances and Million-AID Jun 22, 2020 General Classification Image Classification
Code Code Available 1Adapting Grad-CAM for Embedding Networks Jan 17, 2020 Image Captioning image-classification
Code Code Available 1Discretization-Aware Architecture Search Jul 7, 2020 image-classification Image Classification
Code Code Available 1Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification Jan 25, 2023 Domain Adaptation image-classification
Code Code Available 1Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Aug 26, 2022 Few-Shot Learning Few-Shot Object Detection
Code Code Available 1Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems Oct 1, 2019 Edge-computing Image Classification
Code Code Available 1Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification Oct 12, 2023 Domain Generalization image-classification
Code Code Available 1Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available 1Distilling Object Detectors via Decoupled Features Mar 26, 2021 image-classification Image Classification
Code Code Available 1Barlow Twins: Self-Supervised Learning via Redundancy Reduction Mar 4, 2021 General Classification Image Classification
Code Code Available 1Distribution Alignment: A Unified Framework for Long-tail Visual Recognition Mar 30, 2021 General Classification image-classification
Code Code Available 1Divergences in Color Perception between Deep Neural Networks and Humans Sep 11, 2023 image-classification Image Classification
Code Code Available 1A Universal Representation Transformer Layer for Few-Shot Image Classification Jun 21, 2020 Classification Domain Generalization
Code Code Available 1Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Mar 27, 2020 Activity Recognition In Videos Event data classification
Code Code Available 1Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm Dec 19, 2023 image-classification Image Classification
Code Code Available 1Convolutional Sequence to Sequence Learning May 8, 2017 Bangla Spelling Error Correction CPU
Code Code Available 1DKDFN: Domain Knowledge-Guided deep collaborative fusion network for multimodal unitemporal remote sensing land cover classification Feb 13, 2022 Decoder image-classification
Code Code Available 1Convolutional Xformers for Vision Jan 25, 2022 GPU image-classification
Code Code Available 1AutoDC: Automated data-centric processing Nov 23, 2021 AutoML Data Augmentation
Code Code Available 1DO-Conv: Depthwise Over-parameterized Convolutional Layer Jun 22, 2020 image-classification Image Classification
Code Code Available 1AutoDiCE: Fully Automated Distributed CNN Inference at the Edge Jul 20, 2022 Code Generation image-classification
Code Code Available 1Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Feb 11, 2015 General Classification image-classification
Code Code Available 1A Less Biased Evaluation of Out-of-distribution Sample Detectors Sep 13, 2018 image-classification Image Classification
Code Code Available 1Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach May 20, 2025 Domain Adaptation image-classification
Code Code Available 1Controllable Orthogonalization in Training DNNs Apr 2, 2020 image-classification Image Classification
Code Code Available 1Domain Generalization via Gradient Surgery Aug 3, 2021 Domain Generalization image-classification
Code Code Available 1Do text-free diffusion models learn discriminative visual representations? Nov 29, 2023 image-classification Image Classification
Code Code Available 1Auto Learning Attention Dec 1, 2020 GPU image-classification
Code Code Available 1AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly May 22, 2021 Bayesian Optimisation Bayesian Optimization
Code Code Available 1DPMLBench: Holistic Evaluation of Differentially Private Machine Learning May 10, 2023 image-classification Image Classification
Code Code Available 1DPT: Deformable Patch-based Transformer for Visual Recognition Jul 30, 2021 image-classification Image Classification
Code Code Available 1Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoost Sep 3, 2021 COVID-19 Diagnosis Image Classification
Code Code Available 1A Bregman Learning Framework for Sparse Neural Networks May 10, 2021 Denoising Image Classification
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