Co2L: Contrastive Continual Learning Jan 1, 2021 Continual Learning Contrastive Learning
Code Code Available 1DEUP: Direct Epistemic Uncertainty Prediction Feb 16, 2021 Active Learning image-classification
Code Code Available 1Designing Network Design Spaces Mar 30, 2020 Image Classification Out-of-Distribution Generalization
Code Code Available 1DetCo: Unsupervised Contrastive Learning for Object Detection Feb 9, 2021 Contrastive Learning image-classification
Code Code Available 1Shape-Texture Debiased Neural Network Training Oct 12, 2020 Adversarial Robustness Data Augmentation
Code Code Available 1CoAtNet: Marrying Convolution and Attention for All Data Sizes Jun 9, 2021 All Image Classification
Code Code Available 1Depth Uncertainty in Neural Networks Jun 15, 2020 image-classification Image Classification
Code Code Available 1CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
Code Code Available 1Co-Correcting: Noise-tolerant Medical Image Classification via mutual Label Correction Sep 11, 2021 Classification Deep Learning
Code Code Available 1A Fully Tensorized Recurrent Neural Network Oct 8, 2020 image-classification Image Classification
Code Code Available 1Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets Jul 28, 2024 image-classification Image Classification
Code Code Available 1CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs Jun 12, 2020 image-classification Image Classification
Code Code Available 1A General Framework For Detecting Anomalous Inputs to DNN Classifiers Jul 29, 2020 Anomaly Detection image-classification
Code Code Available 1ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Jul 30, 2018 Image Classification Object Detection
Code Code Available 1AQD: Towards Accurate Fully-Quantized Object Detection Jul 14, 2020 Image Classification Object
Code Code Available 1Sill-Net: Feature Augmentation with Separated Illumination Representation Feb 6, 2021 Few-Shot Image Classification Image Classification
Code Code Available 1SimLoss: Class Similarities in Cross Entropy Mar 6, 2020 Age Estimation General Classification
Code Code Available 1SimMatchV2: Semi-Supervised Learning with Graph Consistency Aug 13, 2023 image-classification Image Classification
Code Code Available 1Differentiable Model Scaling using Differentiable Topk May 12, 2024 GPU image-classification
Code Code Available 1DEAL: Deep Evidential Active Learning for Image Classification Jul 22, 2020 Active Learning Classification
Code Code Available 1Collaborative Transformers for Grounded Situation Recognition Mar 30, 2022 Grounded Situation Recognition Image Classification
Code Code Available 1Adversarial Robustness on In- and Out-Distribution Improves Explainability Mar 20, 2020 Adversarial Robustness image-classification
Code Code Available 1Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems Oct 1, 2019 Edge-computing Image Classification
Code Code Available 1Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks Aug 18, 2019 Benchmarking Image Classification
Code Code Available 1Dendritic Learning-incorporated Vision Transformer for Image Recognition Feb 1, 2024 Image Classification
Code Code Available 1Sliced Recursive Transformer Nov 9, 2021 Image Classification
Code Code Available 1A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Dec 7, 2021 image-classification Image Classification
Code Code Available 1DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification Apr 19, 2023 Hyperspectral Image Classification image-classification
Code Code Available 1SMPConv: Self-moving Point Representations for Continuous Convolution Apr 5, 2023 Descriptive Image Classification
Code Code Available 1Perceptual Video Coding for Machines via Satisfied Machine Ratio Modeling Nov 13, 2022 image-classification Image Classification
Code Code Available 1Delving into Out-of-Distribution Detection with Medical Vision-Language Models Mar 2, 2025 Benchmarking image-classification
Code Code Available 1Soft Augmentation for Image Classification Nov 9, 2022 Classification Data Augmentation
Code Code Available 1A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification May 29, 2021 Classification Hyperspectral Image Classification
Code Code Available 1Demonstrating the Efficacy of Kolmogorov-Arnold Networks in Vision Tasks Jun 21, 2024 image-classification Image Classification
Code Code Available 1Combating Label Noise in Deep Learning Using Abstention May 27, 2019 Deep Learning General Classification
Code Code Available 1Arch-Net: Model Distillation for Architecture Agnostic Model Deployment Nov 1, 2021 image-classification Image Classification
Code Code Available 1Combating noisy labels by agreement: A joint training method with co-regularization Mar 5, 2020 Diversity Image Classification
Code Code Available 1Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning Apr 4, 2024 Contrastive Learning image-classification
Code Code Available 1Sparse MLP for Image Recognition: Is Self-Attention Really Necessary? Sep 12, 2021 Image Classification
Code Code Available 1Sparse Networks from Scratch: Faster Training without Losing Performance Jul 10, 2019 Image Classification Sparse Learning
Code Code Available 1SparseSwin: Swin Transformer with Sparse Transformer Block Sep 11, 2023 image-classification Image Classification
Code Code Available 1Sparse Weight Activation Training Jan 7, 2020 Image Classification Network Pruning
Code Code Available 1Spatially Consistent Representation Learning Mar 10, 2021 Contrastive Learning image-classification
Code Code Available 1DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available 1SPECIAL: Zero-shot Hyperspectral Image Classification With CLIP Jan 27, 2025 Classification Hyperspectral Image Classification
Code Code Available 1spectrai: A deep learning framework for spectral data Aug 17, 2021 Deep Learning Denoising
Code Code Available 1SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification Apr 1, 2021 Classification General Classification
Code Code Available 1Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification Jun 26, 2021 Classification Hyperspectral Image Classification
Code Code Available 1Combining GANs and AutoEncoders for Efficient Anomaly Detection Nov 16, 2020 Adversarial Attack Anomaly Detection
Code Code Available 1DeiT III: Revenge of the ViT Apr 14, 2022 Data Augmentation image-classification
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